| 1 |
|
Lecture 0: What is Data Science? |
Lab 1: Introduction to Python and its Numerical Stack |
|
R:HW0 |
| 2 |
Lecture 1: Data, Summaries and Visuals |
Lecture 2: Data Engineering - The Grammar of Data |
Lab 2: Python for Data Collection and Cleaning (BeautifulSoup and Pandas) |
|
R:HW1 - D:HW0 |
| 3 |
Lecture 3: Effective Exploratory Data Analysis and Visualization |
Lecture 4: Linear Regression, kNN Regression and Inference |
Lab 3: Scikit-learn for Simple Linear Regression |
Advanced Section 1: Linear Algebra and Hypothesis Testing |
R:HW2 - D:HW1 |
| 4 |
Lecture 5: Linear Regression, Confidence Intervals and Standard Errors |
Lecture 6: Multiple Linear Regression, Polynomial Regression and Model Selection |
Lab 4: Multiple Linear Regression and Polynomial Regression |
Advanced Section 2: Model Selection and Information Criteria - Akaike Information Criterion (AIC) |
R:HW3 - D:HW2 |
| 5 |
Lecture 7: Regularization |
Lecture 8: High Dimensionality and Principal Component Analysis (PCA) |
Lab 5: Regularization and Cross-Validation |
Advanced Section 3: Methods of Regularization and its Justifications |
R:HW4(individual) D:HW3 |
| 6 |
No Lecture: Columbus Day |
Lecture 9: Visualization for Communication |
No Lab |
No Advanced Section |
No Assignment |
| 7 |
Lecture 10: Logistic Regression 1 |
Lecture 11: Logistic Regression 2 |
Lab 6: Logistic Regression and PCA |
Advanced Section 4: Methods of Dimensionality Reduction - PCA |
R:HW5 - D:HW4 |
| 8 |
Lecture 12: Neural Networks 1 - Perceptron and Back Propagation |
Lecture 13: k-NN for Classification and Dealing with Missingness |
Lab 7: Neural Networks 1 - NumPy for Building Multi Layers Perceptron (MLP) |
Advanced Section 5: Generalized Linear Models, Logistic Regression and Beyond |
R:HW6 - D:HW5 |
| 9 |
Lecture 14: Linear and Quadratic Discriminant Analysis |
Lecture 15: Classification Trees |
Lab 8: Discriminant Analysis and Classification Trees |
Advanced Section 6: Cancelled |
R:HW7 - D:HW6 |
| 10 |
Lecture 16: Regression Trees Bagging and Random Forest |
Lecture 17: Boosting Methods |
Lab 9: Random Forest and Boosting |
Advanced Section 7: Decision Trees and Ensemble Methods |
R:HW8 - D:HW7 |
| 11 |
Lecture 18: Neural Networks 2 - Anatomy of NN |
Lecture 19: Neural Networks 3 - Regularization Methods for NN |
Lab 10: Neural Networks 2 - Keras for Neural Network |
Advanced Section 8: Neural Networks for Image Analysis |
R:HW9(individual) D:HW8 |
| 12 |
Lecture 20: Support Vector Machines (SVM) |
No Lecture: Thanksgiving |
No Lab |
No Advanced Section |
No Assignment |
| 13 |
Lecture 21: Stacking |
Lecture 22: Responsible Data Science - Guest Lecture (Julia Stoyanovich) |
No Lab |
Advanced Section 9: Support Vector Machines |
D:HW9 |
| 14 |
Lecture 23: AB Testing |
Lecture 24: Final Lecture |
|
|
|
| 15 |
|
|
Reading Period |
|
|
| 16 |
|
|
Finals Week |
|
|


{% include 'header.html' %}
Welcome to team Kenargi's portfolio. We are in the MLH Fellowship Production Engineering program (pod 3.3.5). Our team name is "Kenargi", a made-up word derived from the letters of our names. Our team mascot is a panda-turtle-hawk to represent that 3 people are better than one, especially when working on production projects!


--- layout: post status: publish published: true title: How to get rid of *access denied* Exceptions when deploying Spring On Tomcat? author: display_name: Gunith login: admin email<EMAIL_ADDRESS>url: '' author_login: admin author_email<EMAIL_ADDRESS>wordpress_id: 22 wordpress_url: http://www.beta.gunith.com/?p=22 date: '2010-11-21 13:24:18 +0530' date_gmt: '2010-11-21 07:54:18 +0530' categories: - Linux - Java - Tomcat - Spring tags: - Java - ubuntu - tomcat - jee - security - spring excerpt_separator: comments: [] ---
While I was deploying Spring, I got the following Exception,
java.security.AccessControlException: access denied (java.util.PropertyPermission cglib.debugLocation read)
The fix for such "access denied" is as follows,
permission java.util.PropertyPermission "cglib.debugLocation","read";
Likewise, for
access denied (java.lang.RuntimePermission getProtectionDomain)
Add this,
permission java.lang.RuntimePermission "getProtectionDomain";


CrimPapers
Articles published on 11 December 2019
On 11 December 2019, 8 new articles were published in 6 journals.
100% Sure Bets? Exploring the Precipitation-Control Strategies of Fixed-Match Informing Websites and the Environmental Features of Their Networks
Delinquent Youth Concentration and Juvenile Recidivism by Zachary A. Powell, Jessica M. Craig, Alex R. Piquero, Michael T. Baglivio, Nathan Epps
Do Moral Beliefs Condition the Impact of Low Self-Control on Digital Piracy? by Jaeyong Choi, Ilhong Yun
A Toy Model Study For Long-Term Terror Event Time Series Prediction With Cnn
Automotive Cybersecurity: Assessing A New Platform For Cybercrime and Malicious Hacking by Jay Kennedy, Thomas Holt, Betty Cheng
Stolen Account Credentials: An Empirical Comparison of Online Dissemination on Different Platforms by Renushka Madarie, Stijn Ruiter, Wouter Steenbeek, Edward Kleemans
Intelligence, Authority and Blame Conformity: Co-Witness Influence Is Moderated By the Perceived Competence of the Information Source
Clinical and Risk Relevance of Intimacy and Loneliness in A Treated Sample of Men Who Have Offended Sexually by Farron Wielinga, Krystyn Margeotes, Mark E. Olver


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The datastore instance tests provide attributes similar to what an agent could expect to find regarding a database configuration and specifies the expected datastore instance metric that should be generated. The table below lists types attributes and whether will will always be included or optionally included in each test case.
| Name | Present | Description |
|---|---|---|
| system_hostname | always | the hostname of the machine |
| db_hostname | sometimes | the hostname reported by the database adapter |
| product | always | the database product for this configuration |
| port | sometimes | the port reported by the database adapter |
| unix_socket | sometimes | the path to a unix domain socket reported by a database adapter |
| database_path | sometimes | the path to a filesystem database |
| expected_instance_metric | always | the instance metric expected to be generated from the given attributes |
The idea behind these test cases are that you are able to determine a set
of configuration properties from a database connection, and based on those
properties you should generate the expected_instance_metric
.
Sometimes the properties available are minimal and will mean that you will
need to fall back to defaults to obtain some of the information. When
there is missing information from a database adapter the guiding principle
is to fill in the defaults when they can be inferred, but do not make
guesses that could be incorrect or misleading. Some agents may have access
to better data and may not need to make inferences. If this applies to
your agent then many of these tests will not be applicable.


Climate protesters stage sit-in at Berlin's Tegel airport
by EndPlayBERLIN (AP) - Dozens of people, many dressed in penguin costumes, are staging a sit-in at Berlin's Tegel airport to protest against greenhouse gas emissions from air travel.
About 50 members of the group Am Boden Bleiben - German for "stay grounded" - gathered Sunday in the airport's main entrance and were quickly surrounded by police.
Climate activists argue that air travel is disproportionately responsible for emissions of carbon dioxide and other gases blamed for global warming and should be drastically reduced in countries where alternative means of transport are available.
Airport spokesman Hannes Hoenemann said the protest had "no impact" on flights.


Hello there! Welcome to my personal blog!
Well, I’m a computer engineer living in Recife and during my time at university I discovered that I’m passionate about programming. I had the opportunity to work with software development for different environments and languages using agile project management. In addition, I am fascinated by challenges and new experiences and enthusiast in machine learning, data mining and new technologies.
So, the main reason for the existence of this blog is that it offers me a space to write down and share the things I’m searching and learning.
Stay out of trouble and see you all around!
Long live and prosper!


{% extends parent_template|default:"core/base.html" %} {% load staticfiles %} {% block body %}
Kanban Board
For every project I add to Grok My Code, I provide extra information on design decisions, code snippets, technologies used or anything of interest related to the development.
Kanban boards aid in the productivity of individuals and teams.
I created this app using a completely decoupled front and back end with React and Redux on the front end connecting to a Django Rest Framework API on the back end.
As with all my projects, a test driven development approach was followed.
A few key features include:
If you're testing the functionality of the demo site, you can either create your own user or simply use the following demo credentials:
Username: demo-user
Password: demo-password-234
With the increasing popularity of SPA's, back end web servers are often used primarily as an API. With that in mind, the Django Rest Framework works very well for the creation of a back end API requiring typical CRUD operations.
The issue comes when each request from the front end requires more than simple CRUD operations on a single object. SPA's are highly dynamic and interactive by design, resulting in the need to perform multiple database operations for each front end action.
Added to this issue is the fact that typical RESTFul back ends try conform to standard url naming conventions such as /api/cards/ and /api/cards/2/.
The Kanban board involves several cases where this issue arises. For example, the board stores the position of each card within its column, thereby allowing users to sort / organise their cards as they wish.
When a user deletes a card from the middle of a column, the backed needs to not only delete the database record, but also update the positions of the remaining cards.
There are several ways to handle this, with pro's and con's for each. The following table is just a brief overview and is not meant to cover every step, edge case or implementation detail:
| Pros | Cons | |
|---|---|---|
| Perform 2 ajax requests. First send a DELETE request for the card. Upon success, send a PATCH request containing the remaining cards with their updated positions. |
|
|
| Perform 1 ajax request with all required deletions / updates json encoded in the HTTP data. |
|
|
| Perform 1 ajax DELETE request and let the back end figure out what else needs to happen. The response will contain all relevant updates for the remaining cards. |
|
|
In the world of SPA's, the web server API is not used as a RESTFul service in the true sense of the term. The back end is not being used by 3rd parties as an API for their own uses, but is instead being used to drive a dynamic front end.
I believe the 3rd option above is generally the way to go when complex non standard CRUD actions are required.
There is is always a risk of front end data manipulation and ultimately the back end is where the final business logic / validation occurs.
With that in mind, I used the 3rd approach above for deleting cards on the kanban board as follows:
Django Rest Framework (DRF) provides multiple object creation out of the box through the many=True argument when instantiating a ListSerializer.
The behavior of the object creations can be customised by implementing a create() method in the serializer.
When updating multiple objects, DRF does not provide default behavior since the expected behavior for every update is not always the same (ie: there is no safe default use case).
Therefore when updating multiple objects, a custom update() method must be implemented on the serializer.
The following snippet is my implementation of a custom multi object update() method for Kanban cards (eg: when their positions change).
Single Page Apps are largely about responsiveness and user interactivity. With this in mind, there are decisions to be made with respect to when the user interface should be updated in response to user actions.
This is especially important to consider when user actions affect the back end. You have the choice to either update the UI immediately before the back end has been updated, or display a front end spinner until a response has been received from the back end.
If the UI is updated immediately, the user gets a very snappy, responsive experience however you risk violating the Principle of least astonishment.
An example of this would be a user deleting a UI component only to see it magically reappear soon after if there is a problem with the request.
A better approach in my opinion is to use spinners (for almost all) user actions that require back end communication. The UI is updated immediately with a spinner, informing the user that something is happening. When the back end response is received, the UI is updated accordingly.
The following Javascript snippet illustrates using this technique when deleting a Kanban card and updating the Redux store accordingly.


All about me
By Kishan Sambhi
My YouTube Channel
Since Year 5, I have been running the YouTube channel Gum Joe. Before, I used to post very infrequently, but I have recently started picking up the pace of uploads.
My videos:
How I do it:
I shoot all my video on either my iPad (1080p) or my Canon camera (720p). Recently I got myself an iPad tripod stand, so I can have less shanky footage. Once I have shot all my footage, using my PC as a makeshift teleprompter, I then proceed with editing, usually in Adobe Premiere Elements or Adobe Premiere Pro. I use Adobe After Effects for all my animations and Adobe Audition for my audio. Once done, I then export the project as a mp4 H.264 and then publish to YouTube. I get help for the camera and sometimes as an extra person in my videos mainly from my dad.


Material:
with glossiness factor: 0 <
< 1
Environment:
Load preset scene:
Path tracing is a realistic lighting algorithm that simulates light bouncing around a scene. This path tracer uses WebGL for realtime performance and supports diffuse, mirrored, and glossy surfaces. The path tracer is continually rendering, so the scene will start off grainy and become smoother over time. Here's how to interact with it:
Material:
with glossiness factor: 0 <
< 1
Environment:
Load preset scene:


infectious disease model data models {border-style px;} #ffffff;} methods transmission modelling field inference using use dynamics Bayesian MCMC analysis early new paper policy px; research researchers software used {font-family available complex diseases font-size issue parameters code complexity double; emergence example make notable order parameter special statistical tools understand Box Carlo Elsevier Infectious Monte approach approaches border-color border-width centre computational data. different epidemic impact including increasing infection information likely mathematical measles methodological need simple solid; time vaccination {font-style {font-weight (see COVID- Health Soc. Special associated bold control courier; data, development dynamic em; epidemics estimation fitting increasingly inform interventions method modelling. novel papers particularly population presented provided pt;} rapidly remains resource revolution specific useful work


| column_misc_functions {SparkR} | R Documentation |
Miscellaneous functions defined for Column
.
crc32(x) hash(x, ...) md5(x) sha1(x) sha2(y, x) ## S4 method for signature 'Column' crc32(x) ## S4 method for signature 'Column' hash(x, ...) ## S4 method for signature 'Column' md5(x) ## S4 method for signature 'Column' sha1(x) ## S4 method for signature 'Column,numeric' sha2(y, x)
x |
Column to compute on. In |
... |
additional Columns. |
y |
Column to compute on. |
crc32
: Calculates the cyclic redundancy check value (CRC32) of a binary column
and returns the value as a bigint.
hash
: Calculates the hash code of given columns, and returns the result
as an int column.
md5
: Calculates the MD5 digest of a binary column and returns the value
as a 32 character hex string.
sha1
: Calculates the SHA-1 digest of a binary column and returns the value
as a 40 character hex string.
sha2
: Calculates the SHA-2 family of hash functions of a binary column and
returns the value as a hex string. The second argument x
specifies the number
of bits, and is one of 224, 256, 384, or 512.
crc32 since 1.5.0
hash since 2.0.0
md5 since 1.5.0
sha1 since 1.5.0
sha2 since 1.5.0
## Not run:
##D # Dataframe used throughout this doc
##D df <- createDataFrame(cbind(model = rownames(mtcars), mtcars)[, 1:2])
##D tmp <- mutate(df, v1 = crc32(df$model), v2 = hash(df$model),
##D v3 = hash(df$model, df$mpg), v4 = md5(df$model),
##D v5 = sha1(df$model), v6 = sha2(df$model, 256))
##D head(tmp)
## End(Not run)


{% extends "main/header.html" %} {% block content %}
Username:
Password:
Your password can't be too similar to your other personal information.
Your password must contain at least 8 characters.
Your password can't be a commonly used password.
Your password can't be entirely numeric.
Password confirmation:
Read the policy and the privacy before signing up!


{%extends 'base.html'%} {{block.super}} {%block content%}
{{ project.title }} by {{ project.user|capfirst }}


Generate a report to track important stats for your hashtag campaign.
Let’s Get Started!Which posts are resonating with your audience? Our report reveals which photos generated the most likes and comments.
Turn campaign influencers into brand advocates. Reaching out to top influencers can increase your brand’s reach.
Which days did your audience post the most? See how many posts your hashtag has generated over time.


Last Published: 06 Dec 2016
|
Version: 2.7.1
General
Home
FakeFtpServer or StubFtpServer?
Javadocs
Downloads
SourceForge Project Page
FakeFtpServer
Features and Limitations
Getting Started
File Systems
StubFtpServer
Features and Limitations
Getting Started
CommandHandlers
Frequently Asked Questions
General
What is Foo?
General
What is Foo?
some markup goes here
some source code
some markup goes here


Command name starts with =. Bad line break?
my_variable
=value
myvariable=value
ShellCheck found a command name starting with a =
. This was likely not meant as a new command, but instead a continuation from a previous line.
Make sure the =
is used correctly.
None, though you can quote the value to make ShellCheck ignore it, e.g. "=foo"
.


- Simulator View
- Action Bar Color
- View Background Color
- Text Color
NativeScript ships with a variety of
themes. Apply a color scheme to the
core light theme
by choosing from the palettes provided (or create your own).
NativeScript is an open source framework for building truly native cross-platform mobile apps with JavaScript, TypeScript, Angular, or Vue.js. One code base, multiple platforms, using the web skills you know and love.
There are getting started tutorials for TypeScript + Angular or JavaScript or NativeScript-Vue.
Why yes there is! Feel free to clone this GitHub repo which contains screens that are similar to those you see displayed in the simulators.
NativeScript uses a subset of CSS for styling apps. The same CSS you use for web development (including id, class, and type selectors).
Be sure to follow the instructions provided when you download your theme. If you're pretty darn sure it's not user error, feel free to submit an issue on Github!
Step 1) Make sure your app is using the core light theme (new apps use this theme by default). Read more about the core themes.
Step 2) Verify that all native widgets you want to style have the proper CSS classes applied to them. For
example,
a
SegmentedBar
element should have the
segmented-bar
class applied, such as:
<SegmentedBar class="segmented-bar">
. Discover all the class ids using the
NativeScript theme kitchen
sink repo on GitHub.
Step 3) You will be downloading a CSS file. The contents should be applied to your app after the core theme (since the CSS file we provide supplements the core light theme).
For example, when initializing your app in
app.js
set the default CSS file:
application.cssFile = "app.css";
. This
app.css
file should import both the core light theme and your downloaded CSS file:
@import '<css directory>/core.light.css'; /* nativescript-provided core theme */
@import '<css directory>/custom.css'; /* your downloaded theme */
If you have previously created a custom theme here and would like to import that generated CSS file, you've come to the right place!
Please note: If you have altered the structure of the file significantly, your mileage may vary with the import tool.


Write a function that accepts a list of digits and returns the smallest number that can be created by combining unique digits.
Therefore, you have to ignore duplicated digits.
Examples:
[1]
=> 1
[7, 1]
=> 17
[1, 9, 5, 9, 1]
=> 159
Note: An empty input list []
should return 0
.


Review: 8MM (Spoilers)
"Tell me," the sidekick from inside the porn scene asks the hero played by Nicholas Cage after they've watched a couple of really UGLY movies together in the line of duty, "were you turned on by these?" "No. No I wasn't," Cage replies.  Devil's changing you already."
It is hard to believe he wasn't turned off. I was. Big time. Even literally turned away. Whenever the films in film became too ghastly to look at they probably wouldn't show them on the big screen anyway, but I wasn't going to chance it. And I'm certainly not going to go into that flick a second time to find out. In a way the movie was so horrible because we don't see the violence but Cage's reaction to whatever it supposedly is he's seeing, and his face distorted in disgust may have been a lot more effective than anything we could have witnessed ourselves. Inspiring so much confidence, Cage is unbelievably good at conveying any emotion to the viewer with just a few facial muscles.
That movie was extreme for something in or close to mainstream--so extreme in fact it's actually slipping beyond the threshold of the plausible. That's mainly because it's in its moodiness so revolting it actually FORCES you to take a step back and think about what you're seeing.
 Not "dirty" as in "Naughty, naughty!" but dirty as in literally expecting the rats and the cockroaches to crawl out of the linoleum there. While parts of the world may actually look like that the fact that you see nothing but this level for what seems to be well over two hours makes it appear more like the world through the eyes of a vigilante idealist guardian of mores gone gaga.
Many of the elements are classic film noir--decent professional private investigator with clientele among the high and the mighty and the filthy rich is hired by an industry magnate's widow to find out whether her powerful and revered late husband was actually a monster under his facade of, well, intimidating callous high-roller. Of course he was, it turns out. And of course his lawyer, who looks like Geraldo Rivera, was knowingly devil's advocate. When would they ever turn out not to be.
Just like the average movie shows you only the beautiful vistas of town this movie specializes in the ugly, shot through shutter a little too dark with filters letting mainly cold colors pass, to make you especially depressed. Bleah! In fact the whole movie is literally so dark throughout that when at but one instant there is a sweeping vista of L.A. basking in midday sunlight hitting your eyes without warning you're actually blinded for a moment.
Cage's detective is a decent boy, Phillip Marlowe type, though happily married with child--the idealist family values aspect. He's being called to investigate whether a so-called "snuff movie" found in the aforementioned late industry czar's personal vault--an S&M porn movie in which the victim is actually being killed--is real or fake. His widow would like to know whether the man she loved for most of her life was merely a forgivable pervert or an actual monstrous menace to society.
In the course of his investigations Cage, P.I. descends into an exaggerated world of evil and ugliness your run-of-the-mill idealist seems to be fascinated by. As for me, after an agonizing couple of minutes my disbelief just snapped in two from too much suspension.
He finds the people who did the movie and hires them with his client's money in order to find out who they are and to expose them. Alas, they're on to him, because the decent old lady's late husband's attourney turns out to have been in on the making of the movie and to have warned the other bad guys. Apparently--in good old noir tradition--he never expected our dutiful young investigator to get this far in the first place and is now in the act of damage containment. This is when the film changes from bottom-of-an-inkwell depressiveness to an actual suspenseful thriller for just a few minutes, when action is required of our hero to survive, only to then descend into a "lone avenger" bit leaving me strangely cold; but that's possibly just me.
If this review sounds overly negative I'm not sure whether that is what I've intended to convey. The movie is a bitter, bitter, bitter pill, but it's meant to be. If you can stomach it it's certainly worth watching once.   (There was also some rather shameless product placement in that flick. Now I want me one of'em battery operated vaginas! Just kidding.)
On a final note I can only say that if I'm naive and that flick was actually a REALISITC depicition of the underground porn scene I prefer to remain naive and ignorant, thankyouverymuch! ("Whataworldwhataworldwhataworld..." *Mutter, mutter, mutter!*)
(C)OOL mcmxcix "There's nothing good--unless you do't." (Erich Kästner)
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
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Related links: index of all rec.arts.movies.reviews reviews


Publications
Books
- Bhaskar Krishnamachari, ‘Networking Wireless Sensors’, Cambridge University Press, January 2006. (survey textbook)
- Yang Yu, Viktor Prasanna, Bhaskar Krishnamachari, ‘Information Processing and Routing in Wireless Sensor Networks’, World Scientific Press, December 2006. (research monograph).
Books
- Kyuho Son, Hongseok Kim, Yung Yi, and Bhaskar Krishnamachari, “Toward Energy-Efficient Operation of Base Stations in Cellular Wireless Networks”, book chapter in Green Communications: Theoretical Fundamentals, Algorithms, and Applications (ISBN: 978-1-4665-0107-2), CRC Press, Taylor & Francis, LLC, 2012.
- Ozlem Durmaz Incel, Amitabha Ghosh, and Bhaskar Krishnamachari “Scheduling Algorithms for Tree-Based Data Collection in Wireless Sensor Networks,” Theoretical Aspects of Distributed Computing in Sensor Networks, Eds. S. Nicoletseas, J. Rolim, Springer Verlag, 2010.
- Hua Liu, Bhaskar Krishnamachari, Shyam Kapadia, “Game Theoretic Tools Applied to Wireless Networks”, Encyclopedia of Ad Hoc and Ubiquitous Computing, Editor D. Agrawal, World Scientific Publishers, 2008
- Avinash Sridharan and Bhaskar Krishnamachari, “Optimization and Distributed Control for Fair Data Gathering in Wireless Sensor Networks,” to appear in Modeling and Control of Complex Systems, Eds. P.Ioannou and A. Pitsillides, CRC Press, expected 2007.
- Bhaskar Krishnamachari and Fernando Ordonez, “The Impact of Fairness Constraints on Data Gathering in Energy-Limited Wireless Sensor Networks: A Study Using Optimization Models”, in Wireless Ad-Hoc and Sensor Networks, Ed. Ahmed Safwat, to appear 2007.
- Bhaskar Krishnamachari, “Modeling Data Gathering in Wireless Sensor Networks”, book chapter in Wireless Sensor Networks and Applications, Eds. Y. Li, M. Thai, and W. Wu, Springer, 2007.
- Bhaskar Krishnamachari and Kiran Yedavalli, “Secure Sequence-based Localization for Wireless Networks,” book chapter in Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks, Eds. R. Poovendran, C. Wang, S. Roy, Springer, November 2006.
- Bhaskar Krishnamachari, “A Survey of Adaptive Active Querying,” book chapter in Distributed Sensor Networks, Eds. R. Brooks and S.S. Iyengar, CRC Press, 2005.
- Bhaskar Krishnamachari and Fernando Ordonez, “Fundamental Limits of Networked Sensing,” book chapter in Wireless Sensor Networks, Eds. T. Znati, K. Sivalingam and C. S. Raghavendra, Kluwer Academic Publishers, 2004.
- Bhaskar Krishnamachari, Congzhou Zhou, and Baharak Shademan, “Self Optimization in Sensor Networks,” book chapter in Advances in Pervasive Computing and Networking, Eds. B. Szymanski and B. Yener, Kluwer Publishers, 2004.
- Bhaskar Krishnamachari and Stephen Wicker, “Base Station Location Optimization in Cellular Wireless Networks using Heuristic Search Algorithms,” book chapter in Soft Computing in Communications, Ed. L. Wang, Springer-Verlag, 2004.
- Cesar Fernandez, Ramon Bejar, Bhaskar Krishnamachari, Carla Gomes, and Bart Selman. “Communication and computation in distributed CSP algorithms,” book chapter in Distributed Sensor Networks, A Multiagent Perspective, Eds. V. Lesser, C.L. Ortiz, Jr., and M. Tambe, Kluwer Academic Publishers, May 2003.
- Bhaskar Krishnamachari, Stephen Wicker, Ramon Bejar, and Marc Pearlman, “Critical Density Thresholds in Distributed Wireless Networks,” book chapter in Communications, Information and Network Security, Eds. H. Bhargava, H.V. Poor, V. Tarokh, and S. Yoon, Kluwer Publishers, December 2002.
- Bhaskar Krishnamachari and Stephen B. Wicker, “Global Search Techniques for Problems in Mobile Communications,” book chapter in Telecommunications Optimization: Adaptive and Heuristic Approaches, Eds. David Corne et al., John Wiley & Sons Publishers, October 2000.


Alert
Provide contextual feedback messages for typical user actions with the handful of available and flexible alert messages.
Simple filled alerts
Simple outlined alerts
Dismissible alert
Rounded and shadowy alerts
Alerts with additional content
Well done!
Aww yeah, you successfully read this important alert message. This example text is going to run a bit longer so that you can see how spacing within an alert works with this kind of content.
Whenever you need to, be sure to use margin utilities to keep things nice and tidy.
Badge
Small status descriptors for UI elements.
Simple badges
Overlapped badges
Button
Buttons allow users to take actions, and make choices, with a single tap.
Simple filled buttons
Simple outlined buttons
Text buttons
Buttons with icons
Icon buttons
Buttons with badges
Disabled state buttons
Rounded and shadowy buttons
Button sizes
Block level buttons
Button group
Group a series of buttons together on a single line with the button group.
Filled button group
Outlined pill-shaped button group
Button toolbar
Pagination
Split buttons
Card
Self-contained pieces of paper with data.
Example card
Productivity
How to improve your UX writing skills
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
Simple cards
Card title
Some quick example text to build on the card title and make up the bulk of the card's content.
Images
Mixed card
Card title
Breadcrumb
Indicate the current page’s location within a navigational hierarchy that automatically adds separators via CSS.
Example
Collapse
Toggle the visibility of content across your project with a few classes.
Example
Link with hrefExpanded by default
Multiple targets
Accordion
One active item accordion
Tabs
Tabs make it easy to explore and switch between different views.
Simple tab bar
Stretched simple tab bar
Colored tab bar
Simple tabs
Tab bar with activity indicator
Stretched tab bar
Accordion tabs
Grid
The grid creates visual consistency between layouts while allowing flexibility across a wide variety of designs.


Derek Eder
@derekeder
In DC, got to meet up with these COOL GUYS @gbinal @konklone at @18F
10/26/2015, 5:06:09 PM
Favs: 9
Retweets: 0
link← @derekeder Twitter archive
Derek Eder
@derekeder
In DC, got to meet up with these COOL GUYS @gbinal @konklone at @18F
10/26/2015, 5:06:09 PM
Favs: 9
Retweets: 0
linkDerek Eder
@derekeder
also, see if uou can spot the @DataMadeCo and @chihacknight stickers!
10/26/2015, 5:09:56 PM
Favs: 0
Retweets: 0
link


{% load static %}
About Us
Project Maintainer at Oppia Foundation, Open Source Community Member at Duckduckgo.
Sourav Badami
Founder and Software Developer at MyCleanIndia
It'll depend on you. Would you like to change the text here? Read the end of this modal.
Unknown
Android Developer at MyCleanIndia
It'll depend on you. Would you like to change the text here? Read the end of this modal.
Unknown
iOS Developer at MyCleanIndia
He prefers to keep this place vacant. But I can assure you that he's not shy ;)
Rahul Lama
Software Developer at MyCleanIndia
Want to be a part of our team and contribute your skills in building a cleaner and healthier nation ? Send us an email and we can get in touch. We really want to fill up the unknown position.


Rays re-sign Zunino to 1-year contract with option
by The Canadian PressST. PETERSBURG, Fla. — The Tampa Bay Rays have agreed to a $4.5 million, one-year contract with catcher Mike Zunino, avoiding arbitration.
The deal announced Monday, one day after free agent Travis d’Arnaud signed with the Atlanta Braves, includes a $4.5 million club option for 2021. The option price would increase by $250,000 each for 300, 400 and 500 plate appearances in 2020, making a second year potentially worth $5.25 million.
If the option is declined, Zunino would become eligible for free agency.
Zunino was acquired from Seattle in a five-player trade in November 2018 and started 78 of 90 games he played last season, when d’Arnaud finished the year as the team’s primary catcher. Zunino hit .165 with 10 doubles, nine home runs and 32 RBIs, while throwing out 34 per cent of attempted base stealers.
The 28-year-old has a .202 average with 104 homers and 273 RBIs over seven big league seasons.
___
More AP MLB: https://apnews.com/MLB and https://twitter.com/AP_Sports


---
layout: page
title: Finding the Bezier Control Point from Points on the Curve
group: canvas
tags : [javascript, html5, canvas, bezier, curve, path]
blog: /2012/10/24/drawing-curves-with-the-html5-canvas-quadraticcurveto-function/
---
{% include JB/setup %}
This demo shows how to find the control point to pass to the HTML5 Canvas
quadraticCurveTo() function when you know the three points you want the
line to pass through. Move the green points around to see how it affects
the red control point and curve rendering. An alternative solution is to use
bseth99/pathjs to perform a
path interpolation between the points. That rendering is shown on the right and
closely approximates the Canvas API function.
canvas.quadraticCurveTo
path.bezier


Digital Marketing Strategies for the Busy “Web Master”
Sarah Parmenter, Founder, You Know Who
Social Media Experts was is that job title? What is an expert? if you continually keep learning ? Web Master was the title that she landed as good title
There is no social media. Social Media is a slang term for a collection of apps and websites that now dominate the end consumers attention in our society.
―Gary Vee
Design Review
Vanity Metrics
We need to determine if our success method is baswed on how many users we get instead of how many are actually engaged?
Check your personal bias your users may be more engaged with other social medias that you refuse to use like snapchat which has more engagement recently
85% of Snapchat’s 158 million daily active users are between the ages of 18-34.
Creating adds in snapchat is very easy and is one of the fastest way to build engagement. Using video is really fast to implement
Security
Adding https:// increases SEO
Make Content Accessible
Google has started to lower the ranking of websites “where content is not easily accessible”.
Google Trends
trends.google.com uncover long term keywords that can cost less
Here is what people are searcing, in addition to the word Texas State Univesity
Here is what people are searcing, in addition to the word txstate The number one thing is Parking
People Who are doing social media right
Kate le Vie A beautiful site with examples of social media engagement shown on their site, also beautiful design Kate la Vie
Away Travel bags Content is highly curated to their users, beautiful content and layout that is all about travel, their campaigns are targeted to fit their users and gift bags to celebrities for marketing. Away Travel Bag
Users dont really know when there are problems with a website, the user thinks it's their fault, they try to fix it
Find all the slides for this talk
Slide for this conference Talk -2 Digital Marketing Strategies for the Busy “Web Master”


Produced throughout 2006, MoxieTV was our attempt at making a weekly video for the theater. We didn't quite hit the stride we were hoping for, but we had fun along the way.
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Zendaya Puts Family First, Employees Claim Hearst Is Union Busting
by Aria DarcellaRead today’s dose of chic intel right here…
Zendaya Wanted Her Tommy Hilfiger Collab to Fit the Women In Her Family (Allure)
“I’m not going to make clothes my sister or my niece or any of the women in my family can’t wear,” Zendaya recently said of her Tommy Hilfiger collab. “A lot of the clothes were for tall people too. For my mom, this is the first time that she can wear pants and not get them altered — she’s six feet four.”
Zendaya also went on to describe how her familial connections inspired some of her acting in Euphoria. “It was written in the script that Rue had this big hoodie,” she explains. “You can tell when she’s having a good day or feels good because her hoodie is not covering her entirely, and then when she’s not feeling it, she’s basically hiding in this giant hoodie. When I was 11, my grandfather passed, and we had all his old clothes. I thought it would be cool if we made [it clear that] the hoodie was Rue’s [late] dad’s hoodie. [I wanted to capture] that attachment that you have to inanimate objects when somebody passes.”
Employees Claim Hearst Is Trying to Union Bust (Intelligencer)
Last week, Hearst employees announced their intention to unionize. Now, staffers claim that the company is characterizing the union “as a threat to Hearst’s company culture and values.” Apparently, executives are urging employees to withdraw their union cards, and management is not likely to voluntarily recognize the union.
“They told me, verbatim, that if I didn’t trust them, I didn’t have to work there,” an anonymous staffer told Intelligencer. “They’re playing really, really nasty in a way that is very upsetting to a lot of people because we work very, very hard for the company.”
Slick Woods Reveals Chemotherapy Treatments (Paper)
Slick Woods revealed on Instagram that she is going through chemotherapy treatments. “How I feel about chemotherapy, shout out to everyone that gotta go through it.” She wrote, adding: “#atleastimalreadybald.” While Woods has not disclosed the nature of her illness, she is clear that she doesn’t want people to pile on with sympathy. In a second post (presumably a reference to the first), she writes: “Stop treating me like a victim.”
Former Vogue Editors Launch E-Commerce Site (Business of Fashion)
Shoppers that want to buy into the Vogue brand this holiday season are in luck. Lucinda Chambers and Serena Hood, the former fashion director and executive fashion director of British Vogue, respectively, are launching the shopping site Collagerie. “We will be including everything from high street to luxury, but we’re thinking intelligently about how you spend your money and where it’s being spent,” said Hood. “It’s all about the mix, and bringing lots of things together.”
 Fans can get everything from a Public School clothing collaboration, to stationary, to surfboards. Not to mention a variety of books spanning the title’s history.
S ubscribe to our newsletter and follow us on Facebook and Instagram to stay up to date on all the latest fashion news and juicy industry gossip.


Before Change
// Create random attack
attack = KnockoffNets(classifier=victim_ptc, batch_size_fit=BATCH_SIZE, batch_size_query=BATCH_SIZE,
nb_epochs=NB_EPOCHS, nb_stolen=NB_STOLEN, sampling_strategy="random")
self.x_train = np.swapaxes(self.x_train, 1, 3)
thieved_ptc = attack.extract(x=self.x_train, thieved_classifier=thieved_ptc)
victim_preds = np.argmax(victim_ptc.predict(x=self.x_train), axis=1)
thieved_preds = np.argmax(thieved_ptc.predict(x=self.x_train), axis=1)
After Change
self.assertGreater(acc, 0.4)
self.x_train_mnist = np.reshape(self.x_train_mnist, (self.x_train_mnist.shape[0], 28, 28, 1)).astype(np.float32)
class TestKnockoffNetsVectors(TestBase):


Musical Chairs
a collection of chairs found at local furniture suppliers.
chairs were chosen for their significance in design history, and striking appearance.
pen, marker and pencil crayons.
a collection of chairs found at local furniture suppliers.
chairs were chosen for their significance in design history, and striking appearance.
pen, marker and pencil crayons.


Moodle For Every School
Table of Contents
1 Abstract
Moodle is a well known and mature LMS (Learning Management System) that is used widely throughout the world. There are several ways for installing and maintaining Moodle and we will see some of them. Then we will present some shell scripts that facilitate the installation and maintenance of Moodle. We will see that they are simpler and more cost effective than the other available solutions.
2 Introduction
The benefits of using Moodle to support the educational process are obvious. The best of all, Moodle is free and open source. However this does not mean that using Moodle does not have any costs at all. These costs are mainly related to the server where Moodle is installed, but also to the IT expert that has to install and maintain it. Moodle is a fairly complex application and it needs an experienced administrator to install and manage it properly. Not all the schools (or even small universities) can afford to have their own server(s) and an experienced systems administrator in their staff.
A solution to this problem is to purchase online Moodle services (Software As A Service). This takes away the need for having your own servers and your own system administrator. But this also has its own costs which sometimes may be even higher than maintaining your own Moodle server.
In this article I will present a set of shell scripts that facilitate the installation and maintenance of Moodle, up to the point that even novice administrators can manage it easily. However making things easy is quite difficult, so these scripts depend on cutting edge technologies in current server administration, like Docker, cloud services, etc. The end result is that every school or university should be able to install and use its own Moodle server quite easily.
3 Installing Moodle
Moodle can be installed in Windows and different Linux distributions (like Debian, Ubuntu, RedHat, FreeBSD). The server can be a physical one, a virtual machine (VirtualBox/VMWare), or a VPS in the cloud. A normal Moodle installation needs a server that has at least 1GB RAM and about 10GB HDD. The steps of installation include:
- Installing the server itself (the operating system).
- Installing Apache, PHP and MySQL (or an alternative webserver and DB).
- Downloading the code of Moodle and putting it in the right place.
- Creating a directory for the moodle data.
- Creating an empty database.
- Starting the installation from the browser and following the step-by-step instructions.
- Installing any additional modules or themes, configuration of the site, etc.
These documents have more details about installing Moodle:
- https://docs.moodle.org/33/en/Installing_Moodle
- https://docs.moodle.org/33/en/Step-by-step_Installation_Guide_for_Ubuntu
- https://docs.moodle.org/33/en/Complete_install_packages_for_Windows
- https://www.digitalocean.com/community/tutorials/how-to-install-moodle-on-ubuntu-16-04
Overall, it is a long and tedious process even for experienced sysadmins that are familiar with such installations. Then you also need to take care for keeping the operating system up to date, updating/upgrading the Moodle itself, making backups of the data, fixing any problems, etc.
Note: You can also contact/contract any Moodle experts to do the job for you, especially if you need to customize Moodle. Here is a list of Moodle Partners: https://moodle.com/partners/. But this also has its own costs, and it depends on what you need them to do for you.
4 Moodle as a Service
Fortunately there are online services that take care of Moodle installation and hosting for you, so that you can focus on managing your courses. In this case you don't have to pay for a server and you don't have to pay for any IT experts to install and maintain it. You only have to pay for the service (for using Moodle). Usually this results in less expenses and improved quality.
There are lots of online services that offer Moodle as a service:
- https://moodlecloud.com/en/
- https://www.lonex.com/content-management-system/moodle-hosting/
- https://www.squirrelhosting.co.uk/hosting/moodle-hosting-uk.php
- https://www.fastcomet.com/moodle-cloud-hosting
- https://www.lambdasolutions.net/services/managed-moodle-hosting/
- https://www.mojomarketplace.com/install/moodle
- http://installatron.com/moodle
- https://hostpapasupport.com/how-to-install-moodle/
- https://www.siteground.com/lms-hosting.htm
- http://www.inmotionhosting.com/support/edu/moodle/new-to-moodle/install-moodle-softaculous
- https://www.servercake.blog/install-moodle-through-softaculous-on-cpanel/
- https://bitnami.com/stack/moodle/cloud
- etc. etc.
Usually the installation is done from a web interface (like cPanel, ISPmanager, DirectAdmin, Plesk), with the so called "1-click installation" process. In this process you enter a few settings in a web form, like the admin password, email address etc. and then installation, configuration and everything else is done automatically. This is made possible by software like Softaculous, Fantastico, Installatron, etc.
However these Moodle services may also have some limitations in features, number of users, bandwidth, etc. For example it may allow up to 100 users. When you need to increase these limits the price also gets higher, and sometimes it may become quite expensive.
5 Installing Your Own Moodle in Cloud
Another alternative is to install Moodle in a VPS in cloud, using Docker and shell scripts. Docker is a tool that allows us to create and manage virtual machines. However the virtual machines created by Docker are lightweight and they use much less resources than the traditional virtual machines.
5.1 Get a VPS in cloud
The first step is to get a VPS in cloud. There are lots of companies that offer cheap VPS in cloud, like GoogleCloud, AmazonCloud, Linode, DigitalOcean, AlibabaCloud etc. I have tried GoogleCloud with a VPS of 1.7GB RAM and 10GB HDD, with Ubuntu Server 16.04 (LTS). It costs about 15$/month. For more details about the costs see: https://cloud.google.com/products/calculator/
5.2 Install Docker
The steps for installing Docker are detailed here: https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/#install-using-the-repository
apt-get update apt-get install \ apt-transport-https \ ca-certificates \ curl \ software-properties-common curl -fsSL https://download.docker.com/linux/ubuntu/gpg | apt-key add - add-apt-repository \ "deb [arch=amd64] https://download.docker.com/linux/ubuntu \ $(lsb_release -cs) \ stable" apt-get update apt-get install docker-ce systemctl enable docker docker run hello-world
5.3 Install DockerScripts
DockerScripts is a shell script framework for Docker. It can be installed with the steps listed here: https://github.com/docker-scripts/ds#installation
apt-get install git git clone https://github.com/docker-scripts/ds /opt/docker-scripts/ds cd /opt/docker-scripts/ds/ make install
5.4 Install WSProxy
WebServer Proxy is a Docker container that allows name-based virtual hosting for other webserver containers. It also takes care of SSL certificates for the domains that it manages. The steps for installing it are listed here: https://github.com/docker-scripts/wsproxy#installation
ds pull wsproxy ds init wsproxy @wsproxy cd /var/ds/wsproxy/ vim settings.sh ds make
5.5 Install Moodle
The steps to install and run Moodle in a container are listed here: https://github.com/docker-scripts/moodle#install
ds pull moodle ds init moodle @moodle1-example-org cd /var/ds/moodle1-example-org/ vim settings.sh ds make
If the domain is a real one, tell wsproxy to get a free letsencrypt.org SSL certificate for it:
ds wsproxy ssl-cert --test ds wsproxy ssl-cert
Otherwise add to /etc/hosts
the line:
<IP_ADDRESS> moodle1.example.org
Now you can access the website at: https://moodle1.example.org/
5.6 Moodle maintenance
There are also some scripts/commands for maintenance, like:
ds backup ds restore ds upgrade
6 Summary
Installing Moodle in your VPS, using the DockerScripts framework, is much easier than installing it manually. It makes it possible even for novice administrators to install and maintain a Moodle server.
It is as well much cheaper than outsourcing this job to external Moodle experts, and also cheaper than purchasing Moodle hosting.
Besides these, it is also a flexible and customizable solution that can be adopted to fit the needs of everyone.
As a result, it helps to making Moodle available for every school.


3 writes to AuthorizationManager
System.Management.Automation (3)
engine\InitialSessionState.cs (3)
1555
ss.
AuthorizationManager
= new Microsoft.PowerShell.PSAuthorizationManager(Utils.DefaultPowerShellShellID);
1578
ss.
AuthorizationManager
= new Microsoft.PowerShell.PSAuthorizationManager(Utils.DefaultPowerShellShellID);
1640
ss.
AuthorizationManager
= this.AuthorizationManager;
2 references to AuthorizationManager
System.Management.Automation (2)
engine\ExecutionContext.cs (1)
1557
AuthorizationManager = initialSessionState.
AuthorizationManager
;
engine\InitialSessionState.cs (1)
1640
ss.AuthorizationManager = this.
AuthorizationManager
;


[[extend 'layout.html']] Back to Examples [[if executable:]] Run Example [[else:]] Run this application locally to try examples [[pass]] [[for file in files:]]
[[=file['content'] ]]


I am passionate about my work in Sound Engineering, Motion Graphics, Video Editing & Web Design.
Using: Steinberg Cubase, Ableton Live, Wavelab, Cakewalk & Soundforge to produce the highest quality along with 32 bit floating headroom right through to mastering.
Using: Industry Standard "Fusion VFX" within DaVinci Resolve produces the highest standard of 3D rendering within any project.
Using: DaVinci Resolve this is unparalleled in the Video Industry, with this software there is no limit placed on creativity.
I will work with you to help you have the website that is needed for your purpose, setting up from a basic one page landing site right up to a fully animated mutli page site
After spending more than a decade in Music Production I then studied Video Editing to tie in the creative workflow expanding from Music into Video. From this solid foundation I then branched into "Front End Web Development" which I have been and still am learning with a passion, the creative process has no limits.
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