map of russia's regions - Extensions
Russian Regions : USRBC.ORG - US-Russia Business Council Switch to Russian · Site map · Contact us · Home · Russian Regions · Russian Regions Map · Regions A-Z · SEZs / Technoparks / Inograds · Events · News . https://www.usrbc.org/russianregions/
You can develop your own extensions
using the sports marquez vs paquiao result.
Syntax-Highlighting Addons
Political Map of Russia Sep 29, 2012 . Description:Russia Political Map showing Regions, States, Cities, Capitals, Federal Districts. Click to view even larger Russia Map. Disclaimer . http://www.mapsofworld.com/russia/russia-political-map.html
Russia- regions, population, geography Russia regions: oblast', kray, autonomous okrug(area), republics. . ??????????? ????? ??????? ?????? ??????- Russia Time Zone Map- . http://argun.tripod.com/main.htm in one installer (526 kb).
Russian Far East Regions Map - Mapsof.net Russian Far East Regions Map. File Type: png, File size: 302116 bytes (295.04 KB), Map Dimensions: 2400px x 2086px (256 colors) http://mapsof.net/map/russian-far-east-regions-map
MAP: French Investments in Russia's Regions - The Moscow Times In our specially designed map, see the extent of French business in each of Russia's federal districts. Plus, view a list of French companies and affiliate offices by . http://www.themoscowtimes.com/business/country_supplement/russia_france/2011/eng/article/438096.html
Atlas of Russia - Wikimedia Commons This section holds maps of the administrative divisions. Map of Russian subjects, 2008-03-01.svg . Russian-regions.png, Map . http://commons.wikimedia.org/wiki/Atlas_of_Russia
A simple JavaScript Formatter (47kb)Map Quiz - Russia: Physiographic Regions Map Quiz Tutorial Russia. PHYSIOGRAPHIC REGIONS. INSTRUCTIONS. Locate the following physiographic regions on the map of Russia. To check your . http://www.harpercollege.edu/mhealy/mapquiz/russia/ruprgfr.htm
Federal districts of Russia - Wikipedia, the free encyclopedia This article is about internal presidential grouping of regions by decree of the President of Russia. . Map of Russian districts, 2010-01-19.svg. Name of district . http://en.wikipedia.org/wiki/Federal_districts_of_Russia CertMaker for iOS and Android
Clickable map of Russia Jun 4, 2010 . Clickable map of Russia; Legend key. See also: Clickable map of russian subdivisions (European part) · Clickable . 29 Arkhangelsk Region . http://www.crwflags.com/fotw/flags/ru(.html
Windows 8 AppContainer Loopback Utility
Map of Russia, Russian regions, oblasts, republics and districts Detailed map of Russia with administrative divisions, Russian regions, oblasts and republics. http://russiatrek.org/map-of-russia Download
Now (60kb) or
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Traffic Differ
Map of Russian regions Map of Russian regions. Resolution: High resolution map. Dimensions: 600 x 422. Map of Russian regions. Click image to enlarge (Opens in new window) . http://www.world-geographics.com/maps/eurasia/map-of-russian-regions/ Download now (47kb).
SAZ Clipboard
Country and Regional Map Sites - University of Texas Libraries The following are links to maps of continents, countries, territories, regions, oceans . Dagestan - Russia - Geology, Oil and Gas Fields - Clickable Map ( USGS) . http://www.lib.utexas.edu/maps/map_sites/country_sites.html
Gallery
The Gallery extension (50kb) Federal subjects of Russia - Wikipedia, the free encyclopedia Russia is a federation which, since March 1, 2008, consists of 83 federal . gorod federal'nogo znacheniya) major cities that function as separate regions. . Map of Russia - Jewish Autonomous Oblast (2008-03).svg · Map of Russia - Amur . http://en.wikipedia.org/wiki/Federal_subjects_of_Russia
Russia Urals Region Map Russia Urals Region map helps the user in getting a clear idea about the various parts of Urals Region in Russia. Map shows states highlighted by colors. http://www.mapsofworld.com/russia/regions/russia-urals-region-map.html
AnyWHERE (sample)
The AnyWHERE extension (40kb) Map of Russia Map of Russia. All information about Russian regions. With our map of russia you only choose the region you are interested in, and you will find the information . http://map.rin.ru/index_e.html
RulesTab (sample)
Political Map of Russia - Atlapedia® Online CLICK HERE to get the Physical Map of the region below . Russia occupies a large area of Eastern Europe and Northern Asia. It is bound by the Barents Sea . http://www.atlapedia.com/online/maps/political/Russia.htm
Privacy Scanner
The Privacy Scanner
(41kb) Russia Atlas: Maps and Online Resources | Infoplease.com Map of Russia & articles on flags, geography, history, statistics, disasters current events, and international relations. http://www.infoplease.com/atlas/country/russia.html
Content-Blocking (sample)
The Content Blocker
sample (11kb) Russia - Wikitravel Regions. Russia regions map.png . South to Central Russia, the region is famous for its rich, deep, black soil (Chernozem in Russian . http://wikitravel.org/en/Russia
Image-Flipper (sample)
The Image
Flipper sample (6kb) Russia Subjects Here are some maps of the new okrugs: Clik Clik Map . . Russia is divided into one avtonomnaya oblast' (autonomous region); four avtonomnyy okrug . http://www.statoids.com/uru.html
3rd-Party Extensions
Russia and the Former Soviet Republics Maps - Perry-Castañeda ... 1993 (196K); Belarus Maps · [Caspian Region] Oil and Gas Infrastructure in the . U.S. Army Map Service, 1948-; This series includes much of Russia in Europe, . http://www.lib.utexas.edu/maps/commonwealth.html
HowStuffWorks "Maps of Russia" Maps of Russia show the location of major cities and regions in Russia. Check out our interactive maps of Russia. http://maps.howstuffworks.com/maps-of-russia.htm
neXpert Performance Report Generator
Russia: Map, History from Answers.com Administratively, Russia has generally relied on regional divisions inherited from the Stalin and Brezhnev constitutions of 1936 and 1977. Each area with a . http://www.answers.com/topic/russia
StresStimulus
Russia - Russian Federation - Country Profile - Rossiya Maps of Russia Maps of Russia and the Former Soviet Republics. . Ethnolinguistic Groups of the Caucasus Region profile Map of Asia . http://www.nationsonline.org/oneworld/russia.htm
Watcher - Passive Security Auditor
Russia: Maps, History, Geography, Government, Culture, Facts ... Information on Russia map of Russia, geography, history, politics, . The president of the southern republic of Chechnya accelerated his region's drive for . http://www.factmonster.com/ipka/A0107909.html
Subdivisions of Russia - Wikipedia, the free encyclopedia Main article: Economic regions of Russia. Economic regions of Russia. For economic and statistical purposes the federal . http://en.wikipedia.org/wiki/Subdivisions_of_Russia
Ammonite - Security Scanner
Geography and Map of Russia Geography and maps of Russia. . low hills west of Urals; vast coniferous forest and tundra in Siberia; uplands and mountains along southern border regions . http://geography.about.com/library/cia/blcrussia.htm
Four Russias: rethinking the post-Soviet map | openDemocracy Mar 29, 2012 . Four Russias: rethinking the post-Soviet map . division has been between the autonomous republics and the so-called 'Russian regions'. http://www.opendemocracy.net/od-russia/natalia-zubarevich/four-russias-rethinking-post-soviet-map
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x5s - Automated XSS Security Testing AssistantRussian Travel Guide A guide to Russia and travel within Russia. . The Russian federation is broken into 83 regions and this guide is arranged . Map of Russian Regions . http://www.russianlessons.net/russia/
- Detecting where safe encodings were not applied to emitted
user-inputs
- Detecting where Unicode character transformations might bypass
security filters
- Detecting where non-shortest UTF-8 encodings might bypass security
filters
actors studio new york
intruder21
CRIA » The Merging of Russia's Regions as Applied Nationality ... To date, this policy has reduced the number of Russia's regions from 89 to 83, and . okrugs, and non-ethnic oblasts and krais (see the map in the appendix). http://www.cria-online.org/8_7.html
map of 8 mile road michigan
HTML Inspector
Russia Map Russia Map - explore Russian Federation through this informative map providing insight on regions, states, federal districts, major cities, tourist destinations, . http://www.mapsofworld.com/russia/
Russia: Mapping Top Bloggers and Regional Communities · Global ... Jun 4, 2010 . With the expansion of the broadband, more and more bloggers from the Russian regions start their blogs, form online communities, and foster . http://globalvoicesonline.org/2010/06/04/russia-mapping-top-bloggers-and-regional-communities/
WCF Binary-Encoded Message Inspector
Regional Affiliates A network of regional affiliates in key Russian regions was established in order to ensure the quality service for our customers in all the federal districts. Regional . http://www.nic.ru/about/en/regional.html
Chad Sowald's Request-To-Code
Russia's Regions: Goals, Challenges, Achievements - UNDP Russia Sakhalin Region). Maps: Sergey G. Safronov, Ph. D. (Geography), Senior Research . title, 'Russia's Regions: Goals, Challenges, Achievements'. Emphasis . http://www.undp.ru/nhdr2006_07eng/NHDR_Russia_2006_07eng.pdf
Eyal's Extensions
- gi joe 25th anniversary action figures has written two extensions:
Thomas Deml's Export WCAT Script extension
Tasty map for epicures to be created in Russia : Voice of Russia Dec 7, 2012 . A Tasty Map of Russia will soon appear online in this country. . (kind of pretzel) speak for themselves, the three Russian regions Moscow, . http://english.ruvr.ru/2012_12_07/Tasty-map-for-epicures-to-be-created-in-Russia/
Per-Response Latency Extension
map 329? Map of Scientific, technological and educational potential of Russia's regions. http://aeer.cctpu.edu.ru/engn/ingobr/ntp_map.htm
WPAD Server
File:Russian Regions-EN.svg - Wikimedia Commons Mar 30, 2011 . Modifications: Used a blank SVG map to build a vector map of the . File:Russian -regions.png licensed with Cc-by-sa-3.0-migrated, GFDL . http://commons.wikimedia.org/wiki/File:Russian_Regions-EN.svg
XML Request InspectorRussian region begins recovery from meteor fall - Yahoo! News Feb 17, 2013 . News: CHELYABINSK, Russia (AP) As a small army of people worked to . But it also brought a sense of cooperation in a troubled region. http://news.yahoo.com/russian-region-begins-recovery-meteor-fall-084058192.html XML DataSet InspectorRussia: Federal Districts, Provinces, Republics, Cities & Urban ... Statistics and maps for federal districts, provinces, republics, cities and urban . The Russian federal districts and all cities of Russia having more than 100,000 . http://www.citypopulation.de/Russia.html
©2013 Telerik
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Hungary
Budapest
Italy
Rome
Norway
Oslo
France
Paris
Spain
Madrid
Germany
Berlin
Tunisia
Tunis
Pakistan
Islamabad
Turkey
Istanbul
Hungary
Budapest
Italy
Rome
Norway
Oslo
France
Paris
Spain
Madrid
Germany
Berlin
Tunisia
Tunis
Pakistan
Islamabad
Turkey
Istanbul


| add_R | Append R to string, if it doesn't end in R already. |
| aggregate_and_document_scale | Aggregate variables and remember which variables this were |
| bfi | Mock BFI data |
| codebook | Generate rmarkdown codebook |
| codebook_browser | Browse and search codebook |
| codebook_component_scale | Codebook component for scales |
| codebook_component_single_item | Codebook component for single items |
| codebook_data_info | Codebook data info |
| codebook_items | Tabular codebook |
| codebook_missingness | Codebook missingness |
| codebook_survey_overview | Codebook survey overview |
| codebook_table | Codebook metadata table |
| compact_codebook | Compact Codebook |
| compute_reliabilities | Compute reliabilities |
| data_description_default | Data description default |
| detect_missing | Detect missing values |
| detect_missings | Detect missing values |
| detect_scales | Detect item scales |
| dict_to_list | Go from a named list to a key-value data frame or data dictionary and back |
| ended | How many surveys were ended? |
| expired | How many surveys were expired? |
| get_skimmers.haven_labelled | Define skimmers for haven_labelled variables |
| get_skimmers.haven_labelled_spss | Define skimmers for haven_labelled_spss variables |
| has_label | Has label |
| has_labels | Has labels |
| knit_print.htest | Print a 'stats::cor.test()' object for knitr |
| knit_print.multilevel | Print a 'psych::multilevel.reliability()' object for knitr |
| label_browser | Browse and search variable and value labels |
| label_browser_static | Browse and search variable and value labels |
| likert_from_items | Derive a likert object from items |
| list_to_dict | Go from a named list to a key-value data frame or data dictionary and back |
| load_data_and_render_codebook | Submit a data file and an rmarkdown template as a file to generate a codebook. Used chiefly in the webapp. |
| md_pattern | Missing data patterns |
| metadata | Add metadata to a dataset |
| metadata<- | Add metadata to a dataset |
| metadata_jsonld | Metadata as JSON-LD |
| metadata_list | Metadata from dataframe |
| modified | How many surveys were modified? |
| new_codebook_rmd | Create a codebook rmarkdown document |
| plot_labelled | Plot labelled vector |
| rescue_attributes | Rescue lost attributes |
| reverse_labelled_values | Reverse labelled values reverse the underlying values for a numeric 'haven::labelled()' vector while keeping the labels correct |
| skim_codebook | Skim codebook |
| to_factor | To factor |
| zap_attributes | Zap attributes |
| zap_labelled | Zap labelled class |


Share your location for weather here and now!
°F
°C
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( a) cyclic voltammetry (CV) curves of B-SFO@C electrode at a scan rate of 0.1 mV s −1, ( b) The X-ray photoelectron spectroscopy (XPS)spectrum of Sn 3d for B-SFO@C at full-charged state, ( c) selected area electron diffraction (SAED) pattern of B-SFO@C at full-charged state and corresponding low-resolution TEM image (inset), ( d) HRTEM image of B-SFO@C at full-charged state.


linux-exploit-suggester
https://github.com/mzet-/linux-exploit-suggester
Linux privilege escalation auditing tool
Examples
Running passively
Suggest exploit according to kernel version or uname output
./linux-exploit-suggester.sh -k 3.1
./linux-exploit-suggester.sh --uname "Linux taris 3.16.0-30-generic #40~14.04.1-Ubuntu SMP Thu Jan 15 17:43:14 UTC 2015 x86_64 x86_64 x86_64 GNU/Linux"
Running actively on target host


Advanced Web Page by Zack
Prove you can use: Tables, Lists, Forms
| A | 1 | a | I'VE |
| B | 2 | b | RUN |
| C | 3 | c | OUT |
| D | 4 | d | OF |
| E | 5 | e | STUFF |
| F | 6 | f | TO |
| G | 7 | g | PUT |
| H | 8 | h | HERE |
| A | 1 | a | THIS |
| B | 2 | b | ONE |
| C | 3 | c | IS |
| D | 4 | d | DIFFRENT |
| E | 5 | e | I |
| F | 6 | f | SWEAR |
| G | 7 | g | NO |
| H | 8 | h | COPY-PASTE |
| I | 9 | i | HERE |
Make several tables one must be 3x4
fav. Food
- meat
- Chicken
- Steak
- bacon
- Fruit & vegetables
- Apples
- bannanas
- Kiwis
- Grapes
- Watermelon
- oranges
fav. countries
- Canada
- i never left canada
- Im boring i know
- Still canada
Can you make a list of all the other types of foods (meat, vegetables etc)
Using lists inside the list.
The following are all form elements (Add to them):


Home
Command Line
Payloads
Configuration
Reboot
Shutdown
PopsWRT
This is the home page for PopsWRT.
Payload Log
Server Log


Kyle Wagner is an authentic business and technology leader with more than 20 years of experience improving the way companies operate and engage with their customers and partners. With a background in IT operations, data analytics, customer support and software development, Kyle brings a unique and broad perspective to solving complex business challenges.


This micro bootstrap theme is great for any application that requires a feed stream. It has a stacked feed layout and an individual feed layout too.
Corgi is built with Bootstrap and it only adds 200 lines of css, so it won't get in your way. Stop fighting your theme code.
Add a comment
Click on the comment link in the lower right. It has a hidden dropdown comment area built in. Woof!
Add a comment
The top navbar is bigger than the default bootstrap nav to accommodate a standard logo. Looks nice, even through all these wrinkles.
Add a comment
Corgi uses the Elusive icon pack. (in addition to the standard bootstrap icons)
Add a comment


Employee Profiles
Team Manager Name
Manager
ID : 1
<EMAIL_ADDRESS>Office
123
Engineer Name
Engineer
ID : 2
<EMAIL_ADDRESS>GitHub
github
Intern Name
Intern
ID : 3
<EMAIL_ADDRESS>School school


Pick Account
From Account:
To Account:
Enter Amount:
Issue
✔
{{issueErrorMsg}}
{{issueErrorMsg}}
Select Account for Cheque Deposit
Cheques availabe for {{fromAccountDeposit.id}}
Deposit
✔
{{depositChequeErrorMsg}}
{{depositChequeErrorMsg}}
-->


This is a folder containing all the goodies for an image gallery. Try it out in Dropbox or on AWS. swgreen Jan 11, 2012


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Lorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem Ipsum is simply dummy text of the printing dummy text ever since the 1500s and typesetting industry.
Learn MoreLorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout.
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout.
Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry’s standard dummy.


Are you using a browser that doesn't support JavaScript? If your browser does not support JavaScript, you can upgrade to a newer browser If you have disabled JavaScript, you must re-enable JavaScript to use this page.


CONTENTS | PREV | NEXT
- History of Printing on the
Java Platform
- What the Java Print Service
API Offers
- Java Print Service
Architecture
- The javax.print
Package
- Discover Print
Services
- Specify the Print Data
Format
- Create Print
Jobs
- The javax.print.event
Package
- How Applications Use the Java
Print Service
- A Basic
Example
- Attribute Categories and
Values
- Attribute Roles
- Attribute Sets
- How to Specify
Attributes
- Standard Attributes
- OrientationRequested
- Copies
- Media
- MediaSize
- MediaPrintableArea
- Destination
- SheetCollate
- Sides
- Fidelity
- Uses of JPS
Attributes
- Client-Formatted Print
Data
- MIME Types for
Preformatted Data
- Text Data
- Page Description
Language Documents
- Image Data
- Autosense Print
Data
- Representation
Classes
- Importance of Character
Encoding
- Service-Formatted Print
Data
- How to Use
DocFlavor
- StreamPrintService Versus
PrintService
- Locating Services
- Discovering Print
Services
- Discovering Stream Print
Services
- Obtaining a Print
Job
- Creating a Doc
- Registering for Events
- Print Service
Events
- Print Job Events
- PrintJobAttributeListener
- PrintJobListener
- Submitting the Print Job
- Submitting the Print Job
to the Printer
- Submitting the Print Job
to the Stream
- Print Service
Providers
- Using PrinterJob to Print or
Stream Graphics
- Printing 2D
Graphics
- Streaming 2D
Graphics
- Using Service-Formatted
Data
- Printing the
Service-Formatted Data
- Streaming
Service-Formatted Print Data
CONTENTS | PREV | NEXT


Bookstore Demo
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Show Cart
Sales Chart
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| Time | Topic | Speaker |
|---|---|---|
| 18:30 - 18:45 | Chat | |
| 18:45 - 19:15 | SOLVCON Mesh | Yung-Yu Chen |
| 19:15 - 19:45 | As a Beginner | You-Hao Chang |
| 19:45 - 20:15 | Design of the Probe Feature | Taihsiang Ho |
| 20:15 - 20:30 | Wrap-up |
By Yung-Yu Chen
This talk introduces the data structures of the unstructured mesh in SOLVCON. The unstructured mesh of mixed elements use lookup tables. The speaker will show the constructs of the data structures, and how to use them to represent and manipulate the data. In addition, because SOLVCON uses domain decomposition for parallel computing, the speaker will explain how to use a graph partitioner to separate the globally connected mesh and minimize the inter-connection between split domains.
By You-Hao Chang
In the beginning of being a contributor, it is always useful for people to know what kind of background knowledge we shall have. This talk will focus on introducing the pre-work of contributing SOLVCON and also show plenty of material for learning the numerical field.
By Taihsiang Ho
The probe feature could only dump the physics data at the end of the whole march. This talk is going to introduce how the current probe feature to fit the current loop structure of the march, and what is the possible roadmap to enhance this feature.


Stochastic Gradient Descent
1. SGD
Gradient descent is an algorithm for solving optimization problems. It uses the gradients of the function we want to optimize to search for a solution. The concept is straightforward. Suppose we want to minimize a loss function. We start by choosing a random point in the loss function surface. Then we make a step proportional to the function’s gradient at that point but in the opposite direction. This guarantees if the step is sufficiently small that the new point has a smaller loss value. We continue this process until the gradient is zero or smaller than a predefined threshold.
The loss is usually a multivariate function in a high dimensional space, that is, $L=L(x)$ with $x\in\mathbb{R}^d$. The gradient descent ensures that we always take steps in a direction orthogonal to constant loss value surfaces. That is, consider the region that has a loss value $L=L_1$. A small step $dx$ along this surface does not change the loss value. Therefore we must have
\(\frac{\partial L}{\partial x_1}dx_1+\frac{\partial L}{\partial x_2}dx_2+\ldots+\frac{\partial L}{\partial x_d}dx_d=\frac{\partial L}{\partial x}\cdot dx=0\) and so the gradient vector $\partial L /\partial x$ is an orthogonal vector to the surface $L=L_1$. In other words, a gradient step moves the parameter away from surfaces of constant loss.
In practice, we perform the update \(w_t=w_{t-1}-\eta \frac{\partial L}{\partial w_{t-1}}\) where $w$ is the parameter to be learned and $\eta$ is the learning rate. Usually, we need to adapt the learning rate during the descent. A large learning rate may lead to non-convergent results. On the other hand, a small learning rate will make the convergence very slow.
One of the most important shortcomings of the gradient descent is that it may get stuck in a local minimum. To add to this, calculating the gradient at every step may be computationally very expensive. For example, in neural networks, the computational cost is at least of order $\mathcal{O}(Nm)$, where $N$ is the number of datapoints and $m$ the number of parameters. For large neural networks with millions of parameters, calculating the gradient at each step is infeasible. To solve these issues, instead of calculating the loss overall all datapoints, we can consider small batches at each step. We calculate the contribution to the gradient from the smaller batch
\(\frac{\partial L^{B}}{\partial w}=\sum_{i\in\text{Batch}}\frac{\partial L_i}{\partial w}\)
where $L_i$ is the loss contribution from a single datapoint, and use this to update the parameters iteratively.
In stochastic gradient descent, we update the parameters using small-batch gradient descent. We run through all small-batches to guarantee that we learn all the data. Suppose we have a sequence of non-overlapping and randomly chosen small batches ${B_0,B_1,\ldots,B_n}$ each of size $b$. Then at each step in the gradient descent, we update the parameters using the corresponding batch, that is,
\[w_t=w_{t-1}-\eta \frac{\partial L^{B_{t-1}}}{\partial w_{t-1}}\]Once we run over all batches, if the parameters $w_t$ do not change considerably, the total distance traveled in parameter space is proportional to the gradient calculated on the full dataset. That is,
\[\sum_{t=0}^T \Delta w_t=-\eta \sum_{t=0}^T \frac{\partial L^{B_{t-1}}}{\partial w_{t-1}}\simeq -\eta\frac{\partial L}{\partial w_{T}}\]If the batches have size one, then this is a Monte-Carlo estimation of the unbiased gradient descent $\sum_i \frac{\partial L_i}{\partial w}D(x_i)$, where $D(x_i)$ is the actual distribution, and hence the name stochastic descent. Even if the descent takes us to a local minimum, the batch-gradient may not be zero, and we will avoid being stuck there.
2. Variants
- Momentum
The stochastic gradient descent can drift the learning over directions in feature space that are not relevant. This happens because at each step the new gradient step does not remember past movements. To compensate for this one may add a “velocity” component $v_t$, that is,
\[\begin{equation*}\begin{split} &v_{t}=\gamma v_{t-1}-\eta \frac{\partial L^{B_{t-1}}}{\partial w_{t-1}}\\ &w_t=w_{t-1}+v_{t} \end{split}\end{equation*}\]where $\gamma$ is the velocity parameter and $v_{0}=0$. Since $\gamma<1$, movements in the far past become less and less important. However, recent movements can contribute significantly. In essence, we are calculating an exponentially decaying average of the past gradients. This average eliminates frequent oscillations and reinforces relevant directions of the descent.
- Nesterov accelerated gradient (NAG)
The NAG learning is very similar to the momentum update, except that it introduces corrections to the gradient. So instead of calculating the gradient at $w_{t-1}$, it is calculated at $w_{t-1}+\gamma v_{t-1}$. That is,
\[\begin{equation*}\begin{split} &v_{t}=\gamma v_{t-1}-\eta \frac{\partial L^{B_{t-1}}}{\partial w_{t-1}}(w_{t-1}+\gamma v_{t-1})\\ &w_t=w_{t-1}+v_{t} \end{split}\end{equation*}\]The shift by $\gamma v_{t-1}$ brings corrections to gradient.
- AdaGrad
Adagrad or adaptive gradient introduces a learning rate that varies through the descent. The algorithm consists in the sequence
\[w_{t,i}=w_{t-1,i}-\frac{\eta}{\sqrt{G_{t-1,ii}}}g_{t-1,i}\]where $g_{t,i}$ are the gradients for the parameter component $w_{t-1,i}$, and \(G_{t-1,ii}=\sum_{\tau=0}^tg^2_{\tau,i}\) is the sum of all the squared gradients up to time $t$. The solution is actually more complicated but also computationally more expensive. The matrix $G_{t,ii}$ is replaced by the full matrix \(G_t=\sum_{\tau=0}^tg_{\tau}g_{\tau}^T\), where $g_t$ is now the gradient vector. This choice guarantees optimal bounds on the regret function. During the stochastic descent new data is introduced at each step in order to estimate the update of the parameters. The regret function calculates the difference between the acumulated loss at time $t$ and the actual minimum of the loss known at time $t$. Bounding the regret guarantees that the update algorithm takes us close to the desired solution.
- AdaDelta
The Adagrad algorithm makes the learning rate very small after some time. This happens because the matrix $G_{t,ii}$ accumulates all the past gradients, and thus becomes increasingly larger. Instead, we can calculate a weighted sum over the squared gradients which prevents contributions in the far past to be relevant. That is,
\[\begin{equation*}\begin{split} &E(g)_t=\gamma E(g)_{t-1}+(1-\gamma)g_t^2\\ &w_{t,i}=w_{t-1,i}-\frac{\eta}{\sqrt{ E(g)_{t-1,ii} }}g_{t-1,i} \end{split}\end{equation*}\]A similar algorithm which goes by the name RMSprop has been developed independently around the same time as the Adadelta.
- Adam
The Adam or adaptive momentum estimation, adds further improvements in the Adadelta algorithm. The update algorithm introduces a momentum component in addition to the squared gradients,
\[\begin{equation*}\begin{split} &v_t=\gamma_1 v_{t-1}+(1-\gamma_1) g_t\\ &E(g)_t=\gamma_2 E(g)_{t-1}+(1-\gamma_2)g_t^2 \end{split}\end{equation*}\]But it also introduces bias corrections. That is, after time $t$, the components above have the expression
\[\begin{equation*}\begin{split} &v_t=(1-\gamma_1)\sum_{\tau=0}^{t}\gamma_1^{t-\tau}g_{\tau}\\ &E(g)_t=(1-\gamma_2)\sum_{\tau=0}^{t}\gamma_2^{t-\tau}g^2_{\tau} \end{split}\end{equation*}\]Assuming that $g_{\tau}$ is drawn i.i.d according to some distribution, we take the expectation values
\[\begin{equation*}\begin{split} &\mathbb{E}(v_t)=\mathbb{E}(g_{t})(1-\gamma_1)\sum_{\tau=1}^{t}\gamma_1^{t-\tau}=\mathbb{E}(g_{t})(1-\gamma_1^t)\\ &\mathbb{E}(E(g)_t) = \mathbb{E}(g^2_{t}) (1-\gamma_2)\sum_{\tau=1}^{t}\gamma_2^{t-\tau}=\mathbb{E}(g^2_{t}) (1-\gamma_2^t) \end{split}\end{equation*}\]So to guarantee that we have \(\mathbb{E}(v_t)=\mathbb{E}(g_{t})\) and \(\mathbb{E}(E(g)_t) = \mathbb{E}(g^2_{t})\) we rescale $v_t$ and $E(g)_t$ by $(1-\gamma_1^t)$ and $(1-\gamma_2^t)$ respectively. The update becomes
\[\begin{equation*}\begin{split} &\hat{v}_t=\frac{v_t}{1-\gamma_1^t}\\ &\hat{E}(g)_t=\frac{E(g)_t}{(1-\gamma_2^t)}\\ &w_{t,i}=w_{t-1,i}-\frac{\eta}{\sqrt{ \hat{E}(g)_{t-1,ii} }}\hat{v}_{t-1,i} \end{split}\end{equation*}\]Note that Adam reduces to Adadelta when $\gamma_1=0$.
References
[1] Adaptive Subgradient Methods for Online Learning and Stochastic Optimization, J. Duchi, E. Hazan, Y. Singer, (2011)
[2] Adam: a method for stochastic optimization, D. Kingma, J. L. Ba, (2015)
[3] Lecture 6a: Overview of mini-batch gradient descent, G. Hinton, (CS lectures)
[4] Introduction to Online Convex Optimization, E. Hazan
[5] An overview of gradient descent optimization algorithms, S. Ruder, arXiv:1609.04747


#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <expat.h>
#include <unistd.h>
#include <ctype.h>
#include "xmlParseP.h"
#include "xmlParse.h"
Functions | |
| void | xml_startElement (void *user, const char *name, const char **atts) |
| CB whenever a start tag is seen (private method). | |
| void | xml_endElement (void *user, const char *name) |
| CB whenever an end tag is seen (private method). | |
| void | xml_charData (void *user, const XML_Char *s, int len) |
| Handle non-element character strings (private method). | |
| void | xml_startCData (void *user) |
| Handle the start of CDATA strings (private method). | |
| void | xml_endCData (void *user) |
| Handle the end of CDATA strings (private method). | |
Variables | |
| Stack * | element_stack |
XMLEXPATCB.C -- (Private) Expat XML Parser callback methods.
8/18/14 KJM: modified xml_startElement
| xml_charData | ( | void * | user, | |
| const XML_Char * | s, | |||
| int | len | |||
| ) |
Handle non-element character strings (private method).
xml_charData -- Handle non-element character strings (private method)
| user | User data (not used) | |
| s | content string | |
| len | length of string |
| xml_endCData | ( | void * | user | ) |
Handle the end of CDATA strings (private method).
xml_endCData -- Handle the end of CDATA strings (private method)
| user | User data (not used) |
| xml_endElement | ( | void * | user, | |
| const char * | name | |||
| ) |
CB whenever an end tag is seen (private method).
xml_endElement -- CB whenever an end tag is seen (private method)
| user | User data (not used) | |
| name | The name in the XML tag |
| xml_startCData | ( | void * | user | ) |
Handle the start of CDATA strings (private method).
xml_startCData -- Handle the start of CDATA strings (private method)
| user | User data (not used) |
| xml_startElement | ( | void * | user, | |
| const char * | name, | |||
| const char ** | atts | |||
| ) |
CB whenever a start tag is seen (private method).
xml_startElement -- CB whenever a start tag is seen (private method)
| user | User data (not used) | |
| name | The name in the XML tag. | |
| atts | An array of attributes. |
************************************************************************* Public Interface
xml = xml_openXML (filename|str|NULL) xml_closeXML (xml)
handle = xml_newNode (parent, type) xml_freeNode (node) xml_deleteNode (node) xml_attachNode (parent, new) handle = xml_copyElement (handle_t source_h, handle_t parent_h)
val = xml_getValue (handle) stat = xml_setValue (handle, value)
attr = xml_getAttr (handle, attr) stat = xml_setAttr (handle, attr, value)
len = xml_getLength (elem_h) N = xml_getNumberOf (elem_h, type)
handle = xml_findByAttr (parent, name, value) handle *xml_findInGroup (group, type) handle = xml_getNext (handle) handle = xml_getSibling (handle) handle = xml_getChild (handle) handle = xml_getParent (handle) handle = xml_getChildOfType (handle, int type)
int = xml_valueOf (handle) type = xml_typeOf (handle) xml_setWarnings (value)


Lectures
Monday, Wednesday and Fridays 10:00AM-10:50AM CB 335.Literature
Linear Algebra and its applications. David C. Lay. Fourth edition.Course Contents
The solution of simultaneous linear equations. Matrix algebra. Determinants. Vector spaces. Eigenvalues and Eigenvectors. Inner product spaces and least squares approximation. Most of chapters 1 to 6 from Lay's book.Examination and Grading
Tests (50%)
There will be 2 tests. These will be announced at least one week in advance.Final (30%)
There will be a comprehensive final to be worth 30% on Monday 5/4/2015 10:30-12:30 A.M..Homework and Quizzes (20%)
There will be online homework to be handed in every week.The online homework will be assigned and completed in Webwork (http://webwork.as.uky.edu/webwork2/uky-ma322-002/). Your username is your LinkBlue ID (use only capital letters), and your password is your student ID number (8 digits).
There may also be some additional written homework. These problems will be assigned after some of the classes and also posted in the web page of the course.
There will be (unannounced) quizzes on some Wednesdays.
Homework and quizzes are equally weighted for the remaining 20% of the grade.
Grading Scale
| Percentage | Grade |
|---|---|
| >=90% | A |
| >=80% | B |
| >=70% | C |
| >=60% | D |
| <60% | E |
Suggested exercises
There is a list of suggested exercises that you can find in http://dleon.combinatoria.co/pages/courses/suggestedproblemsma322002-201501.html. You are expected to complete at least one third of the problems in this list. Some of these problems could appear in the quizzes, tests and the final exam.Syllabus
This is an approximate schedule of the course containing the syllabus:| Date | Topic |
|---|---|
| Wed 1/14 | Introduction. 1.1 Systems of Linear Equations |
| Fri 1/16 | 1.2 Row Reduction and Echelon Forms |
| Wed 1/21 | 1.3 Vector Equations |
| Fri 1/23 | 1.4 The Matrix Equation Ax = b |
| Mon 1/26 | 1.5 Solution Sets of Linear Systems |
| Wed 1/28 | 1.7 Linear Independence |
| Fri 1/30 | 1.8 Introduction to Linear Transformations |
| Mon 2/2 | 1.9 The Matrix of a Linear Transformation |
| Wed 2/4 | 2.1 Matrix Operations |
| Fri 2/6 | 2.2 The Inverse of a Matrix |
| Mon 2/9 | 2.3 Characterizations of Invertible Matrices |
| Wed 2/11 | 2.5 Matrix Factorizations |
| Fri 2/13 | 3.1 Introduction to Determinants |
| Mon 2/16 | Review Test 1 |
| Wed 2/18 | TEST 1 |
| Fri 2/20 | 3.2 Properties of Determinants |
| Mon 2/23 | 3.3 Cramer’s Rule, Volume, and Linear Transformations |
| Wed 2/25 | 4.1 Vector Spaces and Subspaces |
| Fri 2/27 | 4.1 Vector Spaces and Subspaces |
| Mon 3/2 | 4.2 Null Spaces, Column Spaces, and Linear Transformations |
| Wed 3/4 | 4.2 Null Spaces, Column Spaces, and Linear Transformations |
| Fri 3/6 | 4.3 Linearly Independent Sets; Bases |
| Mon 3/9 | 4.4 Coordinate Systems |
| Wed 3/11 | 4.5 The Dimension of a Vector Space |
| Fri 3/13 | 4.6 Rank |
| Mon 3/23 | 4.7 Change of Basis |
| Wed 3/25 | 4.9 Applications to Markov Chains |
| Fri 3/27 | 5.1 Eigenvectors and Eigenvalues |
| Mon 3/30 | 5.2 The Characteristic Equation |
| Wed 4/1 | Review Test 2 |
| Fri 4/3 | TEST 2 |
| Mon 4/6 | 5.3 Diagonalization |
| Wed 4/8 | 5.4 Eigenvectors and Linear Transformations |
| Fri 4/10 | 5.4 Eigenvectors and Linear Transformations |
| Mon 4/13 | More applications of Eigenvalues and Eigenvectors |
| Wed 4/15 | 6.1 Inner Product, Length, and Orthogonality |
| Fri 4/17 | 6.1 Inner Product, Length, and Orthogonality |
| Mon 4/20 | 6.2 Orthogonal Sets |
| Wed 4/22 | 6.3 Orthogonal Projections |
| Fri 4/24 | 6.4 The Gram—Schmidt Process |
| Mon 4/27 | 6.5 Least-Squares Problems |
| Wed 4/29 | 6.8 Applications of Inner Product Spaces |
| Fri 5/1 | Review Final |
| Mon 5/4 | FINAL EXAM 10:30-12:30 A.M. |
Additional Resources
The university and the department of mathematics offer tutoring without appointment at The Mathskeller . The Study also offers peer tutoring.Calculators Policy
Calculators are not allowed in quizzes, tests or the final exam.Code of Conduct
Students should consult the students rights and responsibilities outlined in the Student Code of Conduct. Any offense to the Code of Conduct will result in a grade of "E" for the course and a referral to the Dean of Students.Excused Absences
University Senate Rule <IP_ADDRESS> defines the following acceptable reasons for an ”excused absence” from class:- Serious illness (must be documented by doctor’s excuse)
- Illness or death of a family member
- University-related trips (must be documented by a letter from sponsor)
- Major religious holidays
- Other circumstances that your instructor finds to be ”reasonable cause for nonattendence”


---
layout: post
status: publish
published: true
title: Notes - 6/30/2010
author:
display_name: Corey Fineran
login: Corey
email<EMAIL_ADDRESS>url: ''
author_login: Corey
author_email<EMAIL_ADDRESS>wordpress_id: 2929
wordpress_url: http://ivyenvy.com/?p=2929
date: '2010-06-30 11:14:05 +0000'
date_gmt: '2010-06-30 16:14:05 +0000'
categories:
- Offense
- The Cubs
tags:
- Angels
- Aramis Ramirez
- Carlos Zambrano
- Jeff Samardzija
- Jim Hendry
- Milton Bradley
- June
comments: []
---
Since I'm on vacation, I don't want to ruin this time of relaxation by actually putting together a thought-out post about this crummy team. So I'll just put together a few thoughts here.
- Since unloading 12 runs on the Angels in the final game of that series, the Cubs' offense has disappeared. Since that game, the Cubs have averaged 2.25 runs per game. In the month of June, before this stretch, the Cubs were averaging 4.4 runs per game. The interesting thing about writing about the Cubs now is that, since I've given up hope for this season, these types of stats don't drive me nuts like they would if the Cubs were in contention. I almost see these stretches as an encouraging sign to see the Cubs start working towards building a winning team for the future. Until that begins to happen, we will sit and wait for the moves to start happening.
- On the last podcast, I predicted that Zambrano would be moved to the bullpen when he returns to the team. I hope that the Cubs put Z in his place and keep his role minuscule. At this point, I doubt the Cubs have much concern with his trade value. Everything that has happened with Z this year has diminished his trade value, and I would say that last week's blow-up did more to hurt it than his move to the bullpen earlier in the season. It's just another contract that the Cubs will have to eat. I don't think Hendry can pull off another trade of an undesirable player like he did with Milton Bradley. I can't imagine the Cubs not being on the losing end of a Zambrano trade.
- I'm not sure I can wear my Zambrano t-shirt jersey anymore. Looks like I might need a replacement seeing as how I ruined my Ramirez one with oil while BBQ-ing and the other one I have is a Samardzija one. I haven't turned on Samardzija, but I don't think I want to endure the heckling. But I have three of these shirts and none of the players are worth representing at this point.
And that sums up this week's episode of dilemmas in Corey's wardrobe. Thanks for tuning in and we'll see you next week.


Open, close, and scale the ER bar by dragging its upper edge
Click + in the to add a new ER
Toggle display between Show All and Show Local/Global
Turn on/off Resource Legend through Filter
Right clicking anywhere clears the displayed ERs
First person naviation on mac - you need to give the app Accessibility permission for this to work well.


| distinct {dplyr} | R Documentation |
Select only unique/distinct rows from a data frame. This is similar
to unique.data.frame()
but considerably faster.
distinct(.data, ..., .keep_all = FALSE)
.data |
A data frame, data frame extension (e.g. a tibble), or a lazy data frame (e.g. from dbplyr or dtplyr). See Methods, below, for more details. |
... |
< |
.keep_all |
If |
An object of the same type as .data
. The output has the following
properties:
Rows are a subset of the input but appear in the same order.
Columns are not modified if ...
is empty or .keep_all
is TRUE
.
Otherwise, distinct()
first calls mutate()
to create new columns.
Groups are not modified.
Data frame attributes are preserved.
This function is a generic, which means that packages can provide implementations (methods) for other classes. See the documentation of individual methods for extra arguments and differences in behaviour.
The following methods are currently available in loaded packages: no methods found.
df <- tibble( x = sample(10, 100, rep = TRUE), y = sample(10, 100, rep = TRUE) ) nrow(df) nrow(distinct(df)) nrow(distinct(df, x, y)) distinct(df, x) distinct(df, y) # You can choose to keep all other variables as well distinct(df, x, .keep_all = TRUE) distinct(df, y, .keep_all = TRUE) # You can also use distinct on computed variables distinct(df, diff = abs(x - y)) # use across() to access select()-style semantics distinct(starwars, across(contains("color"))) # Grouping ------------------------------------------------- # The same behaviour applies for grouped data frames, # except that the grouping variables are always included df <- tibble( g = c(1, 1, 2, 2), x = c(1, 1, 2, 1) ) %>% group_by(g) df %>% distinct(x)


Highly skilled Senior Data Engineer with 10+ years of expertise in data engineering, business intelligence, and data warehousing. Experienced in developing scalable data solutions, driving cloud migration, and leveraging advanced analytics for valuable insights. Adept at successful implementation and delivery of projects using Agile and Scrum methodologies. Effective collaborator with strong communication skills, ensuring alignment with business objectives. Possess knowledge of Data Platform Architecture and Machine Learning.
Riverty is the FinTech company that offers new perspectives on financial solutions.
Globus AI is a Scandinavian AI company that empowers people to do the work they love, while maximising their potential by matching them to roles based on their skills and experience.
Nets is a Nordic provider of payments, cards and information services. It is a large card issuing and acquiring partner for banks and non-banks in northern Europe. It offers payment solutions for all types of businesses; from small shops, clubs and associations to National or Nordic chains. The new app Nets MyPayments gives merchants a smart overview of their business and new insights about their customers. At the same time, the app gives them a complete overview of all card payments. In the app, merchants can easily compare the development of card turnover week by week. The app is released for all Nordic app-stores, and all MS employees can download the app, and login with their own e-mail to a test-account.
Deutsche Bank- Belgium mainly provides Retail Banking and Investment Banking operations for its customers. These operations include dealing with the customer services like creating an account, managing accounts, cards, payments, contact information, portfolio management, to help customers trade in securities in the share market, order management, mandates, etc. This project is to develop all the back-end related process and services for Deutsche Bank – Belgium client. All the required information in the form of flat files, xml files etc.
-
CGPA: 8.7/10
Nets MyPayments gives merchants a smart overview of their business and new insights about their customers. At the same time, the app gives them a complete overview of all card payments. In the app, merchants can easily compare the development of card turnover week by week, month over month, busiest hours, top countries in card spending, loyal customers, latest 50 settlements and many more.
Worked in a POC of migration from Informatica PowerCenter and traditional DWH into Hadoop Data Lake.
Below mentioned are some of the ML projects I have worked on.
My Data Science Portfolio:
GithubApart from being a Computer Junkie, I enjoy most of my time being outdoors. I like playing Cricket, Badminton and other outdoor games. Also I do cycling, swimming, hiking, free climbing.
When forced indoors, I follow a number of sci-fi and fantasy genre movies and television shows. Also I spend a large amount of my free time exploring the latest technology advancements in the field of AI and Machine Learning.


Change Calculator
How much has the customer given you?
How much is due for the sale?
Calculate Change
Dollars
Quarters
Dimes
Nickels
Pennies


{{ serialization_formset.management_form }}
{{ serialization_formset.non_form_errors }}
{% for form in serialization_formset %}
{% include 'bagit_profiles/repeating_form.html' %}
{% endfor %}
If serialization is allowed, add all formats accepted. If no values are selected, the serialization format will not be checked.


Something users will recognize and trust
The full URL to your application homepage
This is displayed to all potential users of your application
Your application’s callback URL.


--- layout: archive title: Zulip Chat Archive permalink: /stream/113488-general/topic/naming.20part.20of.20the.20goal.html ---
I discovered a trick for referring to parts of the goal without having to write them out. For example, suppose your goal is to prove that some really complicated expression equals 0. You can give that expression a name lhs
by writing
let lhs := _, change lhs = 0,
Oh, that's sneaky
It could be nice to wrap this trick in a small tactic
omg
I can feel this trick won't be allowed in Lean 4...
(deleted)
@Patrick Massot I don't see anything wrong with any specific part here, it's more like a surprising combination of features
you can also use let lhs, swap,
which is what I usually use for this trick
since there is no let_suffices
tactic
I think having a tactic for this wouldn't be a bad idea though. Possibly using conv patterns to find the expression to name
How about this: name foo + 1 + bar
will treat any undefined names in the expression like foo
and bar
as holes to be filled. It searches for the first unifying subterm of the goal (or hyps) and let binds them and replaces them in the target (not just in the pattern, in the whole goal). So if the goal is (x - 3) + 1 + (y - 3) = x - 3
then the resulting goal is foo := x - 3, bar := y - 3 |- foo + 1 + bar = foo
It doesn't work in the presence of binders; or more specifically it won't match any open terms. I don't see what other option is available
so if the goal was \exists y, (x - 3) + 1 + y = x - 3
then the inner match (x - 3) + 1 + #0
would be ignored
@Reid Barton That's brilliant!
{% endraw %}Last updated: Apr 24 2020 at 19:02 UTC


@* * Copyright 2019 HM Revenue & Customs * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *@ @import config.FrontendAppConfig @import uk.gov.hmrc.play.views.html._ @import controllers.routes._ @import models.UserResearchDetails @(appConfig: FrontendAppConfig, form: Form[_])(implicit request: Request[_], messages: Messages) @main_template( title = messages("messages__userResearchDetails__title"), appConfig = appConfig, bodyClasses = None) { @helpers.form(action = UserResearchDetailsController.onSubmit(), 'autoComplete -> "off") { @components.back_link() @components.error_summary(form.errors) @components.heading(messages("messages__userResearchDetails__heading").toString)
@messages("messages__userResearchDetails__p1")
@messages("messages__userResearchDetails__p2")
@messages("messages__userResearchDetails__p3")
@components.input_text( field = form("name"), label = messages("messages__userResearchDetails__name") ) @components.input_text( field = form("email"), label = messages("messages__userResearchDetails__email") ) @components.submit_button() } }


Before Change
transcript_file = tempfile.NamedTemporaryFile(mode="w+t", suffix=".trans", delete=False).name
with open(transcript_file, "w") as transcript:
try:
script = SoS_Script(filename=script_file, transcript=transcript)
except Exception as e:
raise ValueError("Failed to parse {}: {}".format(script_file, e))
return transcript_file
After Change
transcript_file = tempfile.NamedTemporaryFile(mode="w+t", suffix=".trans", delete=False).name
with open(transcript_file, "w") as transcript:
try:
SoS_Script(filename=script_file, transcript=transcript)
except Exception as e:
raise ValueError("Failed to parse {}: {}".format(script_file, e))
return transcript_file


A Pen by Amar Prakash Pandey
Simply click on the Yellow Bordered button on the bottom to trigger Notifications!
Hope you like it!!
Click


About Me
I am an enthusiastic developer, having a ton of interest in product development and design. Also I am a strong believer that imagination brings the change and shows a path to develop something amazing and interesting.
Pythoneer & Junior Machine Learning Developer
I have the attitude of a learner, the courage of an entrepreneur
and the thinking of an optimist, engraved inside me. I wish to be
a leader in my community of people.
From an engineering perspective, I have chosen "Data Science and Machine
Learning" as my specialization fields.
I am looking for,
- open source contributions
- Machine learning projects & collaborations
- Fixing my android skills in Flutter
- learning software architecture
- Creating django projects
Facts About Me
Lines Of Code on Github
Published Python Software
Open Source Projects
Hackathons & Competitions
Technical Conferences Attended
Github Contributions
Students Mentored
Technical events conducted
My Skills
My Resume
My Education
B.Tech, Computer Science & Engineering
(CGPA:8.16/10)
2018 - 2022
Deogiri institute of engineering and management studies , Aurangabad
Intermediate of Science(PCM + Computer Science )
(Cleared with 70%)
2016 - 2018
Late. Bhairomal Tanwani Junior College , Bajaj-nagar
Work Experience
Data Structures & Algorithms Developer Intern
June 2020 - Present
Designed and developed different algorithmic solutions for classical problems using C++ as the primary programming language. The published research articles can be viewed here - OpenGenus IQ
Python & Machine Learning Developer
September 2020 - Present
Working upon Python & Machine Learning use case by creating models & implementing them, creating blogs out of it and contributing towards the ML community. My works can be viewed here - Machine Learning Use Cases
Mission Advocate
Aug 2020 - Oct 2020
Designed and developed different programming and coding missions for different projects, in which the user can learn the entire methodology by performing these missions, working on C++, Python, Flutter and DSA tech stacks as well. The sample missions can be viewed here - Widhya Missions.
Data Analytics & Research Intern
May 2020 - June 2020
Accomplished a research project based on the greenhouse gas emission from different countries globally by providing useful research output on sustainable environmental solutions. The project can be viewed here - Green House Gas Analysis.
Open Source Experience
Project Manager & Mentor
July 2020 - September 2020
Ideated an OpenSourced project, managed participants by mentoring them with their contributions for the project, worked upon DSA in C++ and Python. The project can be viewed here - Algorithmic Treasure.
Project Mentor
July 2020 - September 2020
Contributor's Hack 2020, Hakin Codes
Managed Pull Requests, assigned and refined issues, created issues and mentored the contributors with their OpenSource contributions. The project can be viewed here - NeoAlgo.
Project Contributor
June 2020 - August 2020
Designed the EDA for the given dataset, ideated and designed a python script for Nelson Aaelan Estimator and worked on deployment of the EDA model using Dash. The project can be viewed here - Survival Analysis.
Member & Student Mentor
October 2020 - Present
Mentored contributors, managed PRs, revised issues, checked codes and contributed to the project named "NeoAlgo" of the Organization. The project can be viewed here - NeoAlgo.
Trainning Experience
Summer Trainee (Remote Paid)
April 2020 - May 2020
Indian Institute Of Technology, Roorkee
This was a paid training program conducted by EICT(Electronics and ICT Academy), IIT Roorkee on CloudxLab platform. I am doing the training on "Python for Machine Learning" and "Machine Learning" domain. This training consists of around 8 machine learning projects and the required theory.
Community Experience
Community Ambassador
Apr 2020 - Present
Founded the DSC, ideated and designed a roadmap for the foundation and event conduction, handled internal and external operations, technical & non-technical resource maintainance and managed the year long projects of DSC, GGV.
Cloud Computing
June 2020 - Present
Cloud Computing Participant Certificate
Founded and leading the chapter in order to develop projects, products and different models in accordance with the advancement of technology, that can stand apart in creating a difference in the lives of people.
IIEC RISE COMMUNITY 2020
June 2020 - Present
interested in developing the tools and technologies being used, products and different models in accordance with the advancement of technology, that can stand apart in creating a difference in the lives of people.
IIEC DOT COMMUNITY 2020
June 2020 - Present
IIEC Community Participation Certificate
interested in developing the tools and technologies being used, products and different models in accordance with the advancement of technology, that can stand apart in creating a difference in the lives of people.Learned the Overview of Machine Learning , Deep Learning , Computer Vision and Face Recognition Technologies. Also got The Idea using AI how we can fight pandemic situations like COVID-19
Community Member
Dec 2020 - Present
Founder a club consisting of a group of enthusiastic developers interested in developing the tools and technologies being used by tons of developers around the world.
Workshop & Competitions
Workshop on Docker , buildah And Podman
Docker | Podman | Buildah | Git
25th March, 2020
Workshop on Cloud Computing
Amazon Web series | Google Cloud | OpenStack | Azure Cloud
25th March, 2020
Conferences
CCD - Cloud Community Days, Konfhub
17th - 19th June, 2020
Developer's Tech Camp - CloudTitan & Digital Ocean
03rd May - 07th May, 2020
PyCon India - 2020
02nd & 03rd October, 2020
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I am an active technical writer, I have some articles published in the internet, which can be viewed below,
Install a LAMP Web Server on Amazon Linux 2
Classical web application environment with LAMP stack and the next generation of PHP version 7.Based on Amazon Cloud EC2 Instance with Database
Read MoreWhy is Cloud Computing Important ?
Cloud computing has become the ideal way to deliver enterprise appliction and the preferred solution for companies extending their infrastructure or lanching new innvoation.
Read MoreDocker Tutorial — Introduction To Docker & Containerization
Docker is a containerization software that is used for automating the deployment and management of applications within an isolated environment.
Read MoreHow to Use Network Manager on OpenSUSE
The NetworkManager app is the ideal solution for managing networks. It’s especially useful if you’re running openSUSE on a laptop or a portable computer. NetworkManager supports all the standard encryption standards.
Read MoreWhat is Artificial Intelligence?
Artificial intelligence (AI) is wide-ranging branch of computer science concerned with building smart machines capable of performing tasks that typically require human intelligence.
Read More2 Days Free Technical Workshop on Artificial Intelligence
vision is to make simple application or iot device or any other solution for help docters /goverment/office/police/other sector in fighting against this grate pandemic of corona virus.
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May 20
Christ hath redeemed us from the curse of the law, being made a curse for us: for it is written, Cursed is every one that hangs on a tree. Galatians 3:13
You know the story. Satan came to Adam's wife in the form of a serpent and deceived her into disobeying God. Adam, although he was not deceived, followed suit. When Satan came into the Garden that day, he didn't have any power at all.
Now Adam was standing there, and he should have kicked him out right then. But he didn't. Instead, he set aside the command God had given him and did what Satan told him to do instead...and when he did that, he made Satan his lord.
In bowing his knee to Satan, Adam gave Satan the authority that God had given man. He made Satan the illegitimate ruler of the earth. Immediately things changed. Through one man's trespass, death passed to all men (Rom. 5:12). The earth and everything in it was suddenly cursed.
"Okay," you say, "are we to live under this curse for the rest of our lives? Wasn't there anything God could do?" He could and He did! He sent Jesus. Through Jesus, He set us free from the curse (Gal. 3:13). The moment you made Jesus Christ Lord of your life, you were delivered from the lordship of Satan. You were redeemed from the curse. I didn't say the curse wasn't out there anymore. It is! You can see it all around you. But now you have a choice. You have authority over it in the Name of Jesus, so you can stand against it.
God's done everything that love can do. He sent Jesus to redeem you from the curse. The rest is up to you. Now you must appropriate what has already been done for you.
Scripture Reading: Romans 5:12-21


Bandon, Co. Cork Castle Road €160000 Semi-Detached | 3 Bedrooms | 3 Bathrooms | 950 sq. ft. New Three Bedroom Semi Detached House Centrally located within Bandon town and within a short stroll of all its shops and amenities, we offer for immediate sale a property that benefits from modern living within a country town. Accommodation consists of three bedrooms, master en-suite, family bathroom, guest w.c, lounge and kitchen/dining room. Features throughout this family home include an open fireplace, en-suite master bedroom, gas fired central heating and exemption from stamp duty. For those seeking a perfect home but still want to put their own style into
Carrigtohill, Co. Cork 7 Hazel Court, Castlelake, €165000 Terraced House | 2 Bedrooms | 2 Bathrooms | 1,050 sq.ft. Impeccable Fully Fitted Two Bedroom House. Ready to move in to, requiring nothing but a new owner and their toothbrush, we offer you the opportunity now to acquire a property of simple style, practical functionality and absolute value with fully appointed living accommodation, consisting of, kitchen/dining room, two bedrooms, both en-suite, substantial lounge together with integrated appliances all interconnected from an impressive hallway with guest bathroom. Features are numerous and impressive and range from ceramic tiling, gas fired central heating, integrated
Bandon, Co. Cork The Tannery, Coolfadda €165000 From Development | 2 Bedrooms | 3 Bathrooms | 986 sq. ft. Limited Release of Two Bedroom Terraced Houses


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| Package | Description |
|---|---|
| com.dropbox.core | |
| com.dropbox.core.util |
| Modifier and Type | Method and Description |
|---|---|
protected void |
DbxEntry.dumpFields(DumpWriter w) |
protected void |
DbxEntry.File.dumpFields(DumpWriter w) |
protected void |
DbxEntry.File.PhotoInfo.dumpFields(DumpWriter w) |
protected void |
DbxEntry.File.VideoInfo.dumpFields(DumpWriter w) |
protected void |
DbxEntry.File.Location.dumpFields(DumpWriter w) |
protected void |
DbxEntry.WithChildren.dumpFields(DumpWriter w) |
protected void |
DbxEntry.WithChildrenC.dumpFields(DumpWriter w) |
protected void |
DbxDeltaC.dumpFields(DumpWriter out) |
protected void |
DbxDeltaC.Entry.dumpFields(DumpWriter out) |
protected void |
DbxDelta.dumpFields(DumpWriter out) |
protected void |
DbxDelta.Entry.dumpFields(DumpWriter out) |
protected void |
DbxAppInfo.dumpFields(DumpWriter out) |
protected void |
DbxAccountInfo.dumpFields(DumpWriter out) |
protected void |
DbxAccountInfo.Quota.dumpFields(DumpWriter out) |
protected void |
DbxAccountInfo.NameDetails.dumpFields(DumpWriter out) |
| Modifier and Type | Class and Description |
|---|---|
static class |
DumpWriter.Multiline |
static class |
DumpWriter.Plain |
| Modifier and Type | Method and Description |
|---|---|
abstract DumpWriter |
DumpWriter.f(String name) |
DumpWriter |
DumpWriter.Multiline.f(String name) |
DumpWriter |
DumpWriter.Plain.f(String name) |
DumpWriter |
DumpWriter.fieldVerbatim(String name,
String s) |
abstract DumpWriter |
DumpWriter.listEnd() |
DumpWriter |
DumpWriter.Multiline.listEnd() |
DumpWriter |
DumpWriter.Plain.listEnd() |
abstract DumpWriter |
DumpWriter.listStart() |
DumpWriter |
DumpWriter.Multiline.listStart() |
DumpWriter |
DumpWriter.Plain.listStart() |
abstract DumpWriter |
DumpWriter.recordEnd() |
DumpWriter |
DumpWriter.Multiline.recordEnd() |
DumpWriter |
DumpWriter.Plain.recordEnd() |
abstract DumpWriter |
DumpWriter.recordStart(String name) |
DumpWriter |
DumpWriter.Multiline.recordStart(String name) |
DumpWriter |
DumpWriter.Plain.recordStart(String name) |
DumpWriter |
DumpWriter.v(boolean v) |
DumpWriter |
DumpWriter.v(Date v) |
DumpWriter |
DumpWriter.v(double v) |
DumpWriter |
DumpWriter.v(Dumpable v) |
DumpWriter |
DumpWriter.v(int v) |
DumpWriter |
DumpWriter.v(Iterable<? extends Dumpable> list) |
DumpWriter |
DumpWriter.v(long v) |
DumpWriter |
DumpWriter.v(Long v) |
DumpWriter |
DumpWriter.v(String v) |
abstract DumpWriter |
DumpWriter.verbatim(String s) |
DumpWriter |
DumpWriter.Multiline.verbatim(String s) |
DumpWriter |
DumpWriter.Plain.verbatim(String s) |
| Modifier and Type | Method and Description |
|---|---|
protected abstract void |
Dumpable.dumpFields(DumpWriter out) |
Copyright © 2015. All rights reserved.


Install and Start Using the PHP SDK with Couchbase Server
The Couchbase PHP SDK allows you to connect to a Couchbase cluster from PHP. The Couchbase PHP SDK is a native PHP extension and uses the Couchbase high-performance C library to handle communicating to the cluster over Couchbase binary protocols. The Couchbase PHP SDK is compatible with both PHP 5.6 and 7.0.
Installing on Linux
For installation on Linux, install the couchbase-release repository, and then install the libcouchbase packages. The following examples download and install couchbase-release repository, a C and C++ compiler, the C SDK development files (libcouchbase-devel [RPM] or libcouchbase-dev [DEB]), PHP development files, and finally the PHP SDK using pecl.
# Only needed during first-time setup:
wget http://packages.couchbase.com/releases/couchbase-release/couchbase-release-1.0-4-amd64.deb
sudo dpkg -i couchbase-release-1.0-4-amd64.deb
# Will install or upgrade packages
sudo apt-get update
sudo apt-get install libcouchbase-dev build-essential php-dev zlib1g-dev
sudo pecl install couchbase
For Ubuntu 18.04, and other Debian based releases unsupported by couchbase-release-1.0-4-amd64.deb
, such as Debian 9, either replace the above first-time setup instructions with:
sudo wget -O - http://packages.couchbase.com/ubuntu/couchbase.key | sudo apt-key add -
sudo echo "deb http://packages.couchbase.com/ubuntu bionic bionic/main" > /etc/apt/sources.list.d/couchbase.list
or, see the detailed instructions on manually adding repos for your version in the C SDK installation instructions.
|
On Ubuntu 14.04 (Trusty), and possibly some other distributions, you will need to substitute for php-dev with php5-dev. To find particular variants of php-dev for your Ubuntu or Debian-based distribution, use the command
|
# Only needed during first-time setup:
wget http://packages.couchbase.com/releases/couchbase-release/couchbase-release-1.0-4-x86_64.rpm
sudo rpm -iv couchbase-release-1.0-4-x86_64.rpm
# Will install or upgrade existing packages
sudo yum install libcouchbase-devel gcc gcc-c++ php-devel zlib-devel
sudo pecl install couchbase
Installation on Mac OS X
As homebrew/php
is no longer available, the current best way to install newer versions of PHP (and one with the necessary permissions) is found at https://php-osx.liip.ch.
Download install.sh
from there or, if you are happy with the script, install in one line (in this example, PHP 7.2) with:
curl -s https://php-osx.liip.ch/install.sh | bash -s 7.2
Once you have PHP installed, then use PECL
to install the Couchbase PHP SDK:
pecl install couchbase
Post Installation - Setting up the php.ini
Once the PHP SDK has been installed, you need to specify that the PHP interpreter should load the Couchbase SDK as an extension. To do this:
-
Locate the location of your php.ini file. This can be done by
php --ini
$ php --ini Configuration File (php.ini) Path: /usr/local/etc/php/7.0 Loaded Configuration File: /usr/local/etc/php/7.0/php.ini Scan for additional .ini files in: /usr/local/etc/php/7.0/conf.d Additional .ini files parsed: (none)
-
Insert the following line in the
php.ini
file; this should be in the[PHP]
section. If you don’t know where that is, simply search for existing commented or uncommentedextension=
entries in the file.Linux and Mac OSextension=couchbase.so
Windowsextension=couchbase.dll
The Couchbase SDK Version 2.2.4 depends on both the JSON and PCS (PHP Code Service) extensions. Releases from 2.0.0 through 2.2.3 and from 2.3.0 forward depend only on the JSON extension. Make sure that the load order is correct. For example, if your distribution has just a single
php.ini
file, just insert the line afterextension=json.so
. If your distribution uses aconf.d
-style, name the file with the Couchbase SDK ini so that it will be alphabetically ordered after the JSON extension.Because the extension depends on the C library (libcouchbase), the shared object libcouchbase.so
orlibcouchbase.dll
has to be accessible by the PHP process when loading the extension. On UNIX-like systems no additional steps are necessary, because the libcouchbase package installs shared objects into a common system location. For Windows though, it must be copied into either into a location from thePATH
for the PHP executable or into a directory with like executables (like apache2, IIS or php.exe). This is controlled by your PHP distribution’s setup, so see its documentation for further information.
Information on new features, fixes, known issues as well as information on how to install older release versions is in the release notes.
Hello Couchbase
The Hello Couchbase example consists of one PHP file, hello-couchbase.php. The code opens a connection to Couchbase Server, retrieves a document, modifies the document, and stores the updated document in the database. The hello-couchbase.php code is below. Note that to connect to a Couchbase bucket, you must use Couchbase Role-Based Access Control (RBAC). This is fully described in the section 6.0@server:learn:security/authorization-overview.adoc. A username and password for the current user must be specified. Following successful authentication, the bucket is opened.
<?php
$bucketName = "bucket-name";
// Establish username and password for bucket-access
$authenticator = new \Couchbase\PasswordAuthenticator();
$authenticator->username('username')->password('password');
// Connect to Couchbase Server
$cluster = new CouchbaseCluster("couchbase://<IP_ADDRESS>");
// Authenticate, then open bucket
$cluster->authenticate($authenticator);
$bucket = $cluster->openBucket($bucketName);
// Store a document
echo "Storing u:king_arthur\n";
$result = $bucket->upsert('u:king_arthur', array(
"email" =><EMAIL_ADDRESS>"interests" => array("African Swallows")
));
var_dump($result);
// Retrieve a document
echo "Getting back u:king_arthur\n";
$result = $bucket->get("u:king_arthur");
var_dump($result->value);
// Replace a document
echo "Replacing u:king_arthur\n";
$doc = $result->value;
array_push($doc->interests, 'PHP 7');
$bucket->replace("u:king_arthur", $doc);
var_dump($result);
echo "Creating primary index\n";
// Before issuing a N1QL Query, ensure that there is
// is actually a primary index.
try {
// Do not override default name; fail if it already exists, and wait for completion
$bucket->manager()->createN1qlPrimaryIndex('', false, false);
echo "Primary index has been created\n";
} catch (CouchbaseException $e) {
printf("Couldn't create index. Maybe it already exists? (code: %d)\n", $e->getCode());
}
// Query with parameters
$query = CouchbaseN1qlQuery::fromString("SELECT * FROM `$bucketName` WHERE \$p IN interests");
$query->namedParams(array("p" => "African Swallows"));
echo "Parameterized query:\n";
var_dump($query);
$rows = $bucket->query($query);
echo "Results:\n";
var_dump($rows);
The console output should look similar to this:
Storing u:king_arthur object(CouchbaseMetaDoc)#4 (5) { ["error"]=> NULL ["value"]=> NULL ["flags"]=> NULL ["cas"]=> string(10) "eldhjkkzcw" ["token"]=> NULL } Getting back u:king_arthur object(stdClass)#5 (2) { ["email"]=> string(24<EMAIL_ADDRESS>["interests"]=> array(1) { [0]=> string(16) "African Swallows" } } Replacing u:king_arthur object(CouchbaseMetaDoc)#6 (5) { ["error"]=> NULL ["value"]=> object(stdClass)#5 (2) { ["email"]=> string(24<EMAIL_ADDRESS>["interests"]=> array(2) { [0]=> string(16) "African Swallows" [1]=> string(5) "PHP 7" } } ["flags"]=> int(33554438) ["cas"]=> string(10) "eldhjkkzcw" ["token"]=> NULL } Creating primary index Primary index has been created Parameterized query: object(CouchbaseN1qlQuery)#8 (2) { ["options"]=> array(2) { ["statement"]=> string(45) "SELECT * FROM `bucket-name` WHERE $p IN interests" ["$p"]=> string(16) "African Swallows" } ["adhoc"]=> bool(true) } Results: object(stdClass)#11 (3) { ["rows"]=> array(1) { [0]=> object(stdClass)#10 (1) { ["bucket-name"]=> object(stdClass)#9 (2) { ["email"]=> string(24<EMAIL_ADDRESS>["interests"]=> array(2) { [0]=> string(16) "African Swallows" [1]=> string(5) "PHP 7" } } } } ["status"]=> string(7) "success" ["metrics"]=> array(4) { ["elapsedTime"]=> string(11) "11.623318ms" ["executionTime"]=> string(11) "11.605128ms" ["resultCount"]=> int(1) ["resultSize"]=> int(220) } }
API Reference
The API reference is generated for each version.
The API reference for version 2.6.0
is at http://docs.couchbase.com/sdk-api/couchbase-php-client-2.6.0/files/couchbase.html


GUI to control focus, distortion and view orientation to generate different kinds of distortion effects and get images with different properties¶
The software takes an equirectangular image/video frame and converts it into a new image based on the camera parameters, which can be controlled using the GUI. The python-based code was inspired by the official github repository.[2] for DeepCalib paper.[1] however, modifications were made in the code to improve real-time performance. The unified spherical model [3][4] is used to generate an output image.
contributions¶
Optimised NumPy operations to reduce computation time.
Remap function of OpenCV instead of interpolation to calculate the output image using the computed maps.
Storing the computed maps as object attributes and simply reusing them to avoid recomputing the maps. This shows a significant increase in the real-time performance of the software.
Average computation time for conversion for both methods has been tabulated for various output dimensions to explain the significant improvement in real-time performance of the code. Computation time for conversion by reusing the map stored as an object attribute is also given in the table.
Output image resolution |
code from deepcalib repository [2] |
Improved code (ours) |
Reusing the map (ours) |
|---|---|---|---|
1200x1200 |
1.059 s |
0.523 s |
0.149 s |
800x800 |
0.512 s |
0.276 s |
0.097 s |
500x500 |
0.247 s |
0.133 s |
0.067 s |
250x250 |
0.134 s |
0.073 s |
0.058 s |
The equirect2Fisheye() method of the library is used to develop the GUI. To learn how to use this method specifically refer to the example.
Usage Instructions¶
To open a video or image using the GUI run the following command:
python3 UCM_GUI.py <PATH TO THE FILE> <VIDEO_FLAG>
set <VIDEO_FLAG> = 1 if the file is a video file.
set <VIDEO_FLAG> = 0 if the file is an image file.
References¶
- [1] Bogdan, Oleksandr & Eckstein, Viktor & Rameau, François & Bazin, Jean-Charles. (2018).
DeepCalib: a deep learning approach for automatic intrinsic calibration of wide field-of-view cameras. 1-10. 10.1145/3278471.3278479.
[2] DeepCalib official repository -https://github.com/alexvbogdan/DeepCalib
[3] João P. Barreto. 2006. A Unifying Geometric Representation for Central Projection Systems. CVIU Volume 103, Issue 3, September 2006, Pages 208-217.
[4] C. Mei and P. Rives, “Single View Point Omnidirectional Camera Calibration from Planar Grids,” Proceedings 2007 IEEE International Conference on Robotics and Automation, Roma, 2007, pp. 3945-3950.


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From James Wilson, blind fiddler, Islay, 1859.
THERE was a poor man dwelling in Ard na h-Uamh, and a son was born to him, and he gave him school and learning till he was fourteen years of age. When he was fourteen years of age, he said to his father,
"Father, it is time for me to be doing for myself, if thou wouldst give me a fishing-rod and a basket."
The poor man found every chance till he got a fishing-rod and a basket for him. When he got the fishing-rod and the basket, he went round about Loch Aird na h-Uamb, and took down (by) Loch Thorabais; and after he had fished Loch Thorabais closely, he came to Loch Phort an Eillean; 1 and after he had fished Loch Phort an Eillean before him, he took out by Loch Allalaidh. He stayed the night in Aird Eileastraidh, and every trout he had he left with a poor woman that was there.
On the morrow he thought that he would rise out, and that he would betake himself to Eirinn. He came to the garden of Aird Inneasdail, and he plucked with him sixteen apples, and then he came to Mull of Otha. 2 He threw an apple out into the sea, and he gave a step
on it: he threw the next one, and he gave a step on it: he threw thus one after one, until he came to the sixteenth, and the sixteenth took him on shore in Eirinn.
When he was on shore he shook his ears, and he thought that it was in no sorry place he would stay.--
"He moved as sea heaps from sea heaps,
And as playballs from playballs--
As a furious winter wind
So swiftly, sprucely, cheerily,
Right proudly,
Through glens and high-tops,
And no stop made he
Until he came
To city and court of O'Domhnuill.
He gave a cheery, light leap
O'er top and turret
Of court and city
Of O'Domhnuill." 1
O'Domhnuill took much anger and rage that such an unseemly ill strippling should come into his court, while he had a doorkeeper for his town.
"I will not believe," said the Champion, but "that thou art taking anger and rage, O'Domhnuill."
"Well, then, I am," said O'Domhnuill, "if I did but know at whom I should let it out."
"My good man," said the Champion, coming in was no easier for me than going out again would be."
"Thou goest not out," said O'Domhnuill, "until thou tellest me from whence thou camest."
"I came from hurry-skurry,
From the end of endless spring. p. 299
From the loved swanny glen--
A night in Islay and a night in Man,
A night on cold watching cairns.
On the face-of a mountain
In the Scotch king's town
Was I born.
A soiled, sorry Champion am I,
Though I happened upon this town."
"What," said O'Domhnuill, "canst thou do, oh Champion? Surely, with all the distance thou hast travelled, thou canst do something."
"I was once," said he, "that I could play a harp."
"Well, then," said O'Domhnuill, "it is I myself that have got the best harpers in the five-fifths of Eirinn, or in the bridge of the first of the people, such as Ruairidh O'Cridheagan, Tormaid O'Giollagan, and Thaog O'Chuthag."
"Let's hear them playing," said the Champion.
"They could play tunes and "UIRT" and "ORGAIN,"
Trampling things, tightened strings,
Warriors, heroes, and ghosts on their feet.
Ghosts and spectres, illness and fever,
They'd set in sound lasting sleep
The whole great world,
With the sweetness of the calming tunes
That the harpers could play."
The music did not please the Champion. He caught the harps, and he crushed them under his feet, and he set them on the fire, and made himself a warming, and a sound warming at them.
O'Domhnuill took much lofty rage that a man had come into his court who should do the like of this to the harps.
"My good man, I will not believe that thou art not taking anger," said the Champion.
"Well, then, I am, if I did but know at whom I should let it out."
"Back, my good man; it was no easier for me to break thy harps than to make them whole again," said the Champion.
"I will give anything to have them made whole again," said O'Domhnuill.
"For two times five marks I will make thy harps as good as they were before," said the Champion.
"Thou shalt get that," said O'Domhnuill.
O'Domhnuill gave him the marks, and he seized on the fill of his two palms of the ashes, and he made a harp for Ruairidh O'Cridheagan; and one for Tormaid O'Giollagan; and one for Thaog O'Chuthag; and a great choral harp for himself.
"Let's hear thy music," said O'Domhnuill.
"Thou shalt hear that, my good man," said the Champion.
The Champion began to play. and och! but he was the boy behind the harp.
"He could play tunes, and UIRT and ORGAIN
Trampling things, tightened strings,
Warriors, heroes, and ghosts on their feet,
Ghosts and souls, and sickness and fever,
That would set in sound lasting sleep
The whole great world
With the sweetness of the calming tunes
That the champion could play."
"Thou art melodious, oh Champion!" said O'Domhnuill.
When the harpers heard the Champion playing, they betook themselves to another chamber, and though he had followed on, still they had not come to the fore.
O'Domhnuill went away, and he sent a bidding to meat to the Champion.
"Tell the good man that he will not have that much to gloom on me when I go at mid-day to-morrow," said the Champion.
O'Domhnuill took much proud rage that such a man should come into his court, and that he would not take meat from him. He sent up a fringed shirt, and a storm mantle.
"Where is this going?" said the Champion.
"To thee, oh Champion," said they.
"Say you to the good man that he will not have so much as that to gloom on me when I go at mid-day to-morrow," said the Champion.
O'Domhnuill took much anger and rage that such a man had come into his court and would not either take meat or dress from him. He sent up five hundred Galloglachs to watch the Champion, so that O'Domhnuill might not be affronted by his going out by any way but by the door.
"Where are you going?" said the Champion.
"To watch thee, Champion, so that thou shouldst not go to affront O'Domhnuill, and not to let thee out but as thou shouldst," said they.
"Lie down there," said the Champion, "and I will let you know when I am going."
They took his advice, and they lay down beside him, and when the dawn broke, the Champion went into his garments.
"Where are my watchers, for I am going?" said the Champion.
"If thou shouldst stir," said the great Galloglach, "I would make a sharp sour shrinking for thee with this plough-board in my hand."
The Champion leaped on the point of his pins, and he went over top and turret of court and city of O'Domhnuill.

Whom should the Champion meet, but the tracking lad of O'Domhnuill, and he said to him--
"Here's for thee a little sour grey weed, and go in and rub it to the mouths of those whom it killed and bring them alive again, and earn for thyself twenty calving cows, and look behind thee when thou partest from me, whom thou shalt see coming."
When the tracking lad did this he saw no being coming, but he saw the Champion thirteen miles on the other side of Luimineach (Limerick).
"He moved as sea-heaps o' sea-heaps,
And as playballs o' playballs.
As a furious winter wind
So swiftly, sprucely, cheerily,
Right proudly,
Through glens and high tops,
And he made no stop
Until he reached
MacSeathain, 1 the Southern Earl."
He struck in the door. Said MacSeathain, the southern Earl, "Who's that in the door?"
"I am Duradan o' Duradan, Dust of Dust," said the Champion.
"Let in Dust of Dust," said MacSeathain, the southern Earl; "no being must be in my door- without getting in."
They let him in.
"What couldst thou do, Duradan o' Duradan?" said the southern Earl.
"I was on a time, and I could play a juggle," said he.
"Well, then, it is I myself that have the best juggler in the five-fifths of Eirinn, or the bridge of the first of the people, as is Taog Bratach Mac a Cheallaich, rascally Toag, the son of Concealment."
They got up the juggler.
"What," said the southern Earl, "is the trick that thou canst do, Dust of Dust?"
"Well, I was on a time that I could bob my ear off my cheek," said he.
The Champion went and he takes the ear off the cheek.
Said rascally Taog, the son of Concealment: "I could do that myself."
He went and he took down his ear, and up he could not bring it! but the Champion put up his own ear as it was before.
The Earl took much anger and rage that the ear should be off his juggler.
"For five merks twice over," said the, Champion, "I would set the ear as it was before."
He got the five merks twice over, and he put the ear on the juggler as it was before.
"I see," said the Earl, "that the juggling of this night is with thee."
Rascally Taog went away; and though they should have staid there the length of the night, he would not have come near them.
Then the Champion went and he set a great ladder up against the moon, and in one place of it he put a hound and a hare, and in another place of it he put a
carl and a girl. A while after that he opened first where he had put the hound and the hare, and the hound was eating the hare; he struck him a stroke of the edge of his palm, and cast his head off. Then he opened again where were the carl and the girl, and the carl was kissing the girl.
"I would not for much," said the Earl, "that a hound and a carl should be killed at my court.
"Give five merks twice over for each one of them, and I will put the heads on them," said the Champion.
"Thou shalt get that," said the southern Earl.
He got the five merks twice over, and he put the head on the hound and the carl as they were before; and though they should be alive till now, the hound would not have touched a hare, nor the carl a girl, for fear their heads should be taken off.
On the morrow, after their meat in the morning, he went hunting with the Earl. When they were amongst the wood, they heard a loud voice in a knoll (or a bush).
"Be this from me," said Dust of Dust, "I must go to see the foot of the carl MacCeochd." He went out--
"And moved as sea-heaps o' sea-heaps,
And as playballs o' playballs;
As a furious winter wind--
So swiftly, sprucely, cheerily,
Right proudly,
Through glens and high tops,
And no stop made he
Until he reached
The house of the Carl MacCeochd."
He struck at the door. "Who's that?" said the carl MacCeochd.
"I," said he, "am the leech's lad."
"Well," said the carl, "many a bad black leech is coming, and they are not, doing a bit of good to me."
Give word to the carl that unless he will not let me in, I will be going," said the Champion.
"Let in the leech's lad; perhaps he is the one in whom is my help," said the carl MacCeochd.
They let him in.
"Rise up, carl MacCeochd, thou art free from thy sores," said the Champion.
Carl MacCeochd arose up, and there was not a man in Eirinn swifter or stronger than he.

The carl MacCeochd lay down, and he was worse than he ever was.
"Thou didst ill," said the carl MacCeochd, "to heal me and spoil me again."
"Thou man here," said the Champion, "I was but shewing thee that I could heal thee."
"I have," said the carl MacCeochd, "but the one daughter in the world, and thou shalt get her and half of all I have, and all my share when I go way, and heal my leg."
"It shall not be so, but send word for every leech that thou hast had, that I might get talking with them," said the leech's lad.
They sent word by running lads through the five-fifths of Eirinn for the leeches that were waiting on the carl, and they came, all thinking that they would get pay, and when they came riding to the house of the carl, the Champion went out and he said to them,
"What made you spoil the leg of the carl MacCeochd, and set himself thus?"
"Well then," said they, "if we were to raise the worth of our drugs, without coming to the worth of our trouble, we would not leave him the worth of his shoe in the world.
Said the leech's lad, "I will lay you a wager, and that is the full of my cap of gold, to be set at the end of yonder dale, and that there are none in Eirinn that will be at it sooner than the carl MacCeochd."
He set the cap full of gold at the end of the dale, and the leeches laid the wager that they could never be.
He went in where the carl MacCeochd was, and he said to him,
"Arise, carl MacCeochd, thou art whole of sores, I have laid a wager on thee."
The earl got up whole and healthy, and he went out, and he was at three springs at the cap of gold, and he left the leeches far behind.
Then the leeches only asked that they might get their lives. Promise of that they got not (but) the leech's lad got in order.
He snatched his holly in his fist, and be seized the grey hand plane that was on the after side of his haunch, and he took under them, over them, through and amongst them; and left no man to tell a tale, or earn bad tidings, that he did not kill. 1
When the carl was healed he sent word for the nobles and for the great gentles of Eirinn to the wedding of his daughter and the Champion, and they were gathering out of each quarter.
"What company is there?" said the leeches' lad.
"There is the company of thine own wedding, and they are gathering from each half and each side," said the carl MacCeochd.
"Be this from me!" said he; "O'Conachar the Shelly (or of Sligo) has a year's service against me," and he put a year's delay on the wedding.
"Out he went as Voorveel o Voorveel
And as Veerevuil o Veerevuill,
As a furious winter wind,
So swiftly, sprucely, cheerily,
Right proudly,
Through glens and high tops.
And no stop did he make
Till he struck in the door
Of Conachar of Sligo."
"Who's that?" said O'Conachar of Sligo.
"I," said he, "Goodherd."
"Let in Goodherd," said O'Conachar of Sligo, for great is my need of him here."
They let him in.
"What couldst thou do here?" said O'Conachar.
"I am hearing," said he, to O'Conachar of Sligo, "that the chase is upon thee. If thou wilt keep out the chase, I will keep in the spoil," said Goodherd.
"What wages wilt thou take?" said O'Conachar of Sligo.
"The wages I will, take is that thou shouldst not make half cups with me till the end of a day and year," said Goodherd.
O'Conachar made this covenant with him, and the herdsman went to herd.
The chase broke in on O'Conachar of Sligo, and they betook themselves to where the herdsman was, to lift the spoil. When the herdsman saw that they had
broken in, he took the holly in his fist, and seized the grey hand-plane that was on the after side of his haunch, and left no man to tell a tale, or earn bad tidings, that he did not kill. He went into a herd's bothy, and he (was) hot, and he saw O'Conachar Sligheach just done drinking a boyne of milk and water.
"Witness, gods and men, that thou hast broken thy promise," said Goodherd.
"That fill is no better than another fill," said O'Conachar Sligheach.
"That selfsame fill thou didst promise to me," said Goodherd.
He took anger at O'Conachar Sligheach, and he went away, and he reached the house of the carl MacCeochd. The daughter of the earl made him a drink of green apples and warm milk, and he was choked.
And I left them, and they gave me butter on a cinder, porridge kail in a creel, and paper shoes; and they sent me away with a big gun bullet, on a road of glass, till they left me sitting here within.
(Gaelic omitted)
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297:1 The lake in which is the island where the Lords of the Isles had their dwelling.
297:2 The nearest point to Ireland.
298:1 The only authority for writing this as poetry is the rhythm and alliteration of the original.
302:1 Seathain is supposed to be John, therefore Johnson.
306:1 This seems like mock heroics, an imitation of such tales as the Knight of the Red Shield and Murachadh MacBrian.


The links at the bottom of this page lead to the control pages for the buzzer, LED colorstrip and hexdisplay components of the Crossbar.io IoT Starterkit.
Current Pi serial is -- none --
If no serial number is shown above, or you want to control another Pi, the enter the serial number:
The serial will then already be set on the control pages.


Ninjas are pretty awesome. They kick butt. If you want to know more real information about ninjas, use google.


CreateStaticGeometry()
Syntax
Result = CreateStaticGeometry(#StaticGeometry, Width, Height, Length, EnableShadows)Description
Create an empty static geometry.
Parameters
#StaticGeometry A number to identify the new static geometry will be identified. #PB_Any can be used to auto-generate this number. Width Width (in world unit) of the static geometry. Height Height (in world unit) of the static geometry. Length Length (in world unit) of the static geometry. EnableShadows Enables or disables dynamic shadows casting on the static geometry. Set to #True to enable it, #False otherwise.
Return value
Returns nonzero if the static geometry has been successfully created and zero if not. If #PB_Any was used for the #StaticGeometry parameter then the generated number is returned on success.
Remarks
If previously another static geometry was loaded with the same #StaticGeometry number, then this older static geometry will be automatically freed when creating the new one.
See Also
FreeStaticGeometry()
Supported OS
All