"American Beauty" (1999) 3 1/2 stars out of 4. Starring Kevin Spacey, Annette Bening, Thora Birch, Wes Bentley, Mena Suvari, Chris Cooper and Peter Gallagher. Directed by Sam Mendes
Lester Burnham is going through a midlife crisis. Correction. Lester Burnham is a walking, breathing midlife crisis, a tragedy in waiting.
He hates his job, is distant from his wife and daughter, has no interests, no friends, no passion. The highlight of his day is masturbating during his morning shower.
Lester is invisible. He gets no enjoyment out of life nor does he give any.
That all changes though when Lester sees Angela (Mena Suvari), his high school daughter's best friend. Quicker than you can say Lolita, Lester has found a purpose in life.
He decides to buff up, take stock in himself, become a new man, all to impress a teeny-bopper.
Thus is the crux of "American Beauty," a disturbing, sad and funny look at a dysfunctional family trying to fool itself into believing its a living a normal American middle-class existence.
"American Beauty" is an actor's movie. Forget the plot and subplots, as interesting as they are. What sticks here are the performances. Kevin Spacey and Annette Bening are mesmerizing and daring as Lester and Carolyn Burnham.
He's a burnt-out copy editor for a magazine, she's a gung-ho wannabe real estate agent. They have as much in common as Jesse Helms and Chastity Bono.
They don't communicate, they bark, snarl and snap.
Spacey starts out shuffling around like a schlep. He doesn't walk, but drags himself painfully through his daily existence. As his focus narrows and his mind becomes more set on his courseof action, he becomes more confident in tone and stride.
It is fascinating to watch this transformation. It is Academy Award-caliber acting. It is imaginative and smart because through it all, Spacey keeps in character. He makes it so casual, so matter-of-fact, that you don't question his re-emergence into the land of the living.
Bening's Carolyn is a woman who refuses to be dragged down into the muck of dispair that is sucking away her husband's soul.
She fights to remain the optimist, scrubbing and cleaning the property she is trying to sell, then slapping herself out of discouragement after an open house from hell.
Caught in the middle of it all is the Burnham's daughter, Jane (Thora Birch), who can neither understand nor cope with either parent.
Birch also gives a compelling performance as a confused adolescent who cannot grasp the vacuum between her parents. Like most teen-agers, she is self-absorbed with her own wants and needs, repelling any attempts at communication from either parent.
Doom hangs over the Burnham household like a smog over Los Angeles.
Yet for all its tragic undertones, "American Beauty" actually has you laughing. But sometimes it's that embarrassed laughter, the one that comes out when you see someone take a fall or walk around with his fly unzipped.
"American Beauty" is not a perfect film. Writer Alan Ball has created a couple of quirky characters too many, especially Chris Cooper's Marine Col. Fitts, a send-up stereotype that could have come from Kubrick's "Full Metal Jacket." His character doesn't seem to fit and when he is on screen, American Beauty goes a bit a-kilter.
Fitts' son, Ricky (Wes Bentley), first appears as a creepy peeping Tom, secretly recording life in Burnham household, with special emphasis on Jane.
But Ricky, despite dealing drugs, turns out to be - normal is not the word - but moral and decent.
Director Sam Mendes has done a masterful job with his cast. He has taken extraordinary situations and what could have been over-the-top characterizations and molded them into people you may not understand, but could at least symphathize with.
"American Beauty" is an original, a tour-de-force exhibition of acting missing from the movie screen so far this year.
When Academy Award nomination time rolls around, "American Beauty" is a movie that will not - should not and cannot - be ignored.
Bob Bloom is the film critic at the Journal and Courier in Lafayette, IN. He can be reached by e-mail at<EMAIL_ADDRESS>or at<EMAIL_ADDRESS>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.
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Related links: index of all rec.arts.movies.reviews reviews


Your date hasn't arrived yet and the waiter asks if you would like anything to drink.
Your date walks in and you are pleasantly surprised. "What's your name?" your date asks.
Everything seems to be going well but it's kind of quiet. You break the silence by asking your date:
Your date asks ", "What do you do for a living?" You:
Your waiter comes and asks for your order.  What do you do?
Your date's food looks really good. What do you do?
Your date goes to the bathroom. What do you do?
Your date looks bored and starts texting. What do you do?
Your date has a booger hanging out of his/her nose. Its a cold winter day and her boogie-flakes are floating in the wind. What do you do?
The waiter offers you and your date dessert. Your date orders dessert.
Your date asks what your plans for the rest of the night are?
The candle at the dinner table somehow catches the tablecloth on fire. What do you do?
It's getting late and your date is hinting at wanting to leave. What do you do?
The check comes. What do you do?
You have had 5 drinks and are pretty drunk. Your date seems annoyed by your slurred rambling and says "I think you're drunk , you should drink some water." What do you do?
Your date is disgusted but tries to change the subject and continue with the date.
You're date isn't pleased with your behavior and gets up to leave. You:
Your date says "I love startrek!"
Your date wasn't a complete disaster, but the star trek thing really sealed the deal. Your date askes if you want to come over and watch star trek.
The End.
 Your date askes if you want to come over and watch star trek.
The End.
Things could not have gone better. You two plan for another date soon. On the next date things go really well. Fast forward 1 year, the two of you are living together and you end up getting married. You have kids and live the rest of your lives together.
The date wasn't that bad, you two decide to try for another date.
The waiter asks you to leave, things escalate and you end up fighting the waiter. You still refuse to leave after getting punched, the cops are called and you are arrested.

Your date decides that the two of you aren't compatible and says goodnight. You dont hear back from your date.
Your date is done listening to your lies and leaves.
 Congratulations, you got a free meal...
 Even though the date wasnt going too bad, you still feel the need to dine and ditch.
Your date is confused by your lack of action and tries to put out the flames, but it's too late. The table is completely engulfed. While the fire spreads to another table and part of the wall, panic spreads amongst other customers and staff. Everyone evacuates, the entire first floor is engulfed, and the fire department is desparately trying to contain the blaze. It's safe to say that the night is ruined, and you never get a reply from from your date in the following days.


killer app
`Prev `__
K
`Next `__
--------------
**killer app**
The application that actually makes a sustaining market for a promising
but under-utilized technology. First used in the mid-1980s to describe
Lotus 1-2-3 once it became evident that demand for that product had been
the major driver of the early business market for IBM PCs. The term was
then retrospectively applied to VisiCalc, which had played a similar
role in the success of the Apple II. After 1994 it became commonplace to
describe the World Wide Web as the Internet's killer app. One of the
standard questions asked about each new personal-computer technology as
it emerges has become “what's the killer app?”
--------------
+------------------------------+----------------------------+---------------------------------+
| `Prev `__ | `Up <../K.html>`__ | `Next `__ |
+------------------------------+----------------------------+---------------------------------+
| kill file | `Home <../index.html>`__ | killer micro |
+------------------------------+----------------------------+---------------------------------+


A Full Stack Software Engineer that can build modern responsive sites to keep your buisness up to date.
Find Out MoreFrom a basic company website, to a site using cutting edge tech like React.js
Get Started!I strive to stay current on the latest tech to meet all of your needs.
Ready to start your next project with me? Give me a call or send me an email and I will get back to you as soon as possible!


Preparation time
over 2 hours
Cooking time
10 to 30 mins
Serves
Serves 8-10
Dietary
A fresh clementine custard pie with white chocolate mousse is a luxurious, creamy dessert that is a perfect antidote to heavy fruitcakes or puddings.
For the base, mix the biscuits and melted butter together in a bowl, then press into a 20cm/8in loose-bottomed tart tin. Cover and chill in the fridge for 20 minutes, or until firm.
For the clementine curd, put the clementine juice and zest, butter and half the sugar in a saucepan and bring to a gentle simmer to dissolve the sugar and melt the butter, then remove from the heat. Allow to cool slightly. Put the remaining sugar and the beaten eggs in a large bowl and slowly pour in the warm juice mixture, beating constantly using an electric hand-held mixer. Return the pan to the heat and cook over a low heat, stirring constantly, for 5 minutes, or until thickened. Strain through a sieve into a bowl, cover and chill in the fridge until needed.
For the crème pâtissèrie, put the milk, cream, vanilla seeds and pod into a large heavy-based saucepan and bring to the boil. Put the sugar and cornflour in a large heatproof bowl and whisk in the eggs and yolks. Pour the warm milk mixture over the eggs, whisking constantly. Pour the mixture back into the saucepan and cook gently over a low heat, stirring constantly, until thickened. Pass through a sieve and set aside.
For the mousse, put the white chocolate in a large bowl and set aside. Whisk together the egg yolks and sugar in a separate bowl until pale in colour. Put 50ml/2fl oz of the cream in a pan and bring to a simmer over a low heat. Slowly pour the hot cream into the egg yolk mixture, stirring constantly. Pour the mixture back into the pan and cook very gently until it coats the back of a wooden spoon. Strain through a fine mesh sieve onto the white chocolate. Stir until smooth.
In another bowl, whip the remaining cream to almost stiff peaks. Fold half the whipped cream into the white chocolate mixture, then fold in the rest.
To assemble, combine the clementine curd and crème pâtissèrie and pile into the biscuit base. Spoon the white chocolate mousse over the top, cover and chill in the fridge for at least 2 hours before serving.


Software Engineer in San Francisco
I’ve traveled a fair bit of the world (I’d like to think so for how young I am :p) and one thing lots of people tend to ask me to send them is my recipe for an all-natural mosquito repellent I used while traveling.
When I was traveling through Asia (during a stretch where I traveled to Mongolia, China, Hong Kong, Thailand, Laos, Vietnam, Cambodia, and India without working) I was asked multiple times about Malaria preventatives and/or treatment. I was traveling through northern summer (summer time for the northern hemisphere) which in many of the countries I was traveling in was Malaria and Dengue fever season. I had heard all these horror stories of Malaria medicine. The initial reaction your body takes is pretty traumatic: night sweats, night terrors, vomiting, fever, diarrhea… kinda sounds like Malaria doesn’t it?
Because I was traveling for an unplanned amount of time (I had that mentality of “I’ll travel for as long as I can, hey?”) I didn’t want to become hooked on Malaria pills or have to take a pill everyday for so long. I’m one of those pseudo-hippies that doesn’t opt to take pills unless absolutely necessary.
I read that Essential Oils such as Lemongrass, Citronella, Eucalyptus and Peppermint were natural insect repellents. So I bought some Lemongrass oil in a little shop in Pai, Thailand. But using the oil without diluting it caused a minor rash. I think because it was too concentrated. So here was my solution:
3oz/100ml of Extra Virgin Olive Oil
25 drops of any combination of the Essential Oils mentioned above
Not only is it more natural than the cancer-causing DEET in many aerosol cans, it works as a moisturizer too. And it smells so much nicer.
I used this remedy while I was traveling through Malaria season in high-risk areas of these countries (I even spent weeks at a time in the rainy jungles of Laos, very very high-risk for Dengue fever!). My conclusion: Hippie remedies work.


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litelist v0.0.1 Litelist.Settings.SettingsDatabase.Settings
Link to this section Summary
Functions
Require the needed modules to use the table effectively
Add a copy of the table on the given node with the given mode
Add the index in the table for the given attribute
Read a record based on a slot, see mnesia:dirty_slot
The in order keyword list of attributes passed when the table was defined
Check if the table is a bag
Clear the content of the table
Change the copying mode of the table on the given node, see
mnesia:change_table_copy_type
Get the number of records in the table
Create the table with the given copying mode and inherent definition
Return the database the table belongs to
Delete the record or the given key from the table, see mnesia:delete
and mnesia:delete_object
Delete the record or the given key from the table with the given lock,
see mnesia:delete
and mnesia:delete_object
Delete the record or the given key from the table, see
mnesia:dirty_delete
and mnesia:dirty_delete_object
Delete a copy of the table from the given node
Delete the index in the table for the given attribute
Destroy the table
Destroy the table, raising if an error occurs
Return the first key or record in the table, see mnesia:first
Return the first key or record in the table, see mnesia:dirty_first
Fold the whole table from the left, see mnesia:foldl
Fold the whole table from the right, see mnesia:foldr
Force load the table
Get the name of the id key
Get information about the table, see mnesia:table_info
Return the key of the record
Return all the keys in the table, see mnesia:all_keys
Return all keys in the table, see mnesia:dirty_all_keys
Return the last key or record in the table, see mnesia:last
Return the last key or record in the table, see mnesia:dirty_last
Lock the table with the given lock
Change the table majority
Set master nodes for the table, see mnesia:set_master_nodes
Select records in the table using simple don’t care values, see
mnesia:match_object
Select records in the table using simple don’t care values, see
mnesia:dirty_match_object
Check if the key is present in the table
Change the access of the table, see mnesia:change_table_access_mode
Move a copy of the table from the given node to another given node
Return the next key or record in the table, see mnesia:next
Return the next key or record in the table, see mnesia:dirty_next
The options passed when the table was defined
Check if the table is an ordered set
Return the previous key or record in the table, see mnesia:prev
Return the previous key or record in the table, see mnesia:dirty_prev
Change the table loading priority
Return properties of the table
Read a record from the table with the given lock, see mnesia:read
Read a record from the table, see mnesia:dirty_read
Read records from the table based on a secondary index given as position,
see mnesia:index_read
Read records from the table based on a secondary index given as position,
see mnesia:dirty_index_read
Select records in the table using a match_spec, see mnesia:select
Select records in the given table using a match_spec passing a limit or a
lock kind, see mnesia:select
Select records in the given table using a match_spec passing a limit and a
lock kind, see mnesia:select
Select records in the table using a match_spec, see
mnesia:dirty_select
Check if the table is a set
Return an iterator to use with Enum functions
Return an iterator to use with the Enum functions using dirty operations to retrieve information
Return the type of the table
Wait for the table optionally with a timeout
Select records in the table using an Exquisite query, see
Exquisite.match/2
and mnesia:select
Select records in the table using an Exquisite query, see
Exquisite.match/2
and mnesia:dirty_select
Write the record to the table, see mnesia:write
Write the record to the table, see mnesia:dirty_write
Link to this section Types
Link to this section Functions
Require the needed modules to use the table effectively.
add_copy(node(), Amnesia.Table.cv()) :: Amnesia.Table.o()
Add a copy of the table on the given node with the given mode.
Add the index in the table for the given attribute.
Read a record based on a slot, see mnesia:dirty_slot
.
The in order keyword list of attributes passed when the table was defined.
Check if the table is a bag.
Clear the content of the table.
Change the copying mode of the table on the given node, see
mnesia:change_table_copy_type
.
Modes
:disk
sets:disc_copies
mode:disk!
sets:disc_only_copies
mode:memory
sets:ram_copies
mode
Get the number of records in the table.
Create the table with the given copying mode and inherent definition.
Return the database the table belongs to.
Delete the record or the given key from the table, see mnesia:delete
and mnesia:delete_object
.
Delete the record or the given key from the table with the given lock,
see mnesia:delete
and mnesia:delete_object
.
Locks
:write
sets a:write
lock:write!
sets a:sticky_write
lock
Delete the record or the given key from the table, see
mnesia:dirty_delete
and mnesia:dirty_delete_object
.
Delete a copy of the table from the given node.
Delete the index in the table for the given attribute.
Destroy the table.
Destroy the table, raising if an error occurs.
Return the first key or record in the table, see mnesia:first
.
By default it returns the record, if you want only the key pass true as first parameter.
If the table is a bag, it will return a list of records.
Return the first key or record in the table, see mnesia:dirty_first
.
By default it returns the record, if you want only the key pass true as first parameter.
If the table is a bag, it will return a list of records.
Fold the whole table from the left, see mnesia:foldl
.
Fold the whole table from the right, see mnesia:foldr
.
Force load the table.
Get the name of the id key.
Get information about the table, see mnesia:table_info
.
Return the key of the record.
Return all the keys in the table, see mnesia:all_keys
.
Return all keys in the table, see mnesia:dirty_all_keys
.
Return the last key or record in the table, see mnesia:last
.
By default it returns the record, if you want only the key pass true as first parameter.
If the table is a bag, it will return a list of records.
Return the last key or record in the table, see mnesia:dirty_last
.
By default it returns the record, if you want only the key pass true as first parameter.
If the table is a bag, it will return a list of records.
Lock the table with the given lock.
Locks
:write
sets a:write
lock:write!
sets a:sticky_write
lock:read
sets a:read
lock
Change the table majority.
Set master nodes for the table, see mnesia:set_master_nodes
.
Select records in the table using simple don’t care values, see
mnesia:match_object
.
Select records in the table using simple don’t care values, see
mnesia:dirty_match_object
.
Check if the key is present in the table.
Change the access of the table, see mnesia:change_table_access_mode
.
Modes
:both
sets read and write mode, it’s the default.:read!
sets read-only mode.
Move a copy of the table from the given node to another given node.
Return the next key or record in the table, see mnesia:next
.
If you’re calling this function from an instance of the table (a record in it), it will get you the next record, if you’re calling it directly on the module it will treat the argument as key to start from and return you the next key.
Return the next key or record in the table, see mnesia:dirty_next
.
If you’re calling this function from an instance of the table (a record in it), it will get you the next record, if you’re calling it directly on the module it will treat the argument as key to start from and return you the next key.
The options passed when the table was defined.
Check if the table is an ordered set.
Return the previous key or record in the table, see mnesia:prev
.
If you’re calling this function from an instance of the table (a record in it), it will get you the previous record, if you’re calling it directly on the module it will treat the argument as key to start from and return you the previous key.
Return the previous key or record in the table, see mnesia:dirty_prev
.
If you’re calling this function from an instance of the table (a record in it), it will get you the previous record, if you’re calling it directly on the module it will treat the argument as key to start from and return you the previous key.
Change the table loading priority.
Return properties of the table.
Read a record from the table with the given lock, see mnesia:read
.
Unlike mnesia:read
this returns either the record or nil.
Locks
:write
sets a:write
lock:write!
sets a:sticky_write
lock:read
sets a:read
lock
Read a record from the table, see mnesia:dirty_read
.
Unlike mnesia:dirty_read
this returns either the record or nil.
Read records from the table based on a secondary index given as position,
see mnesia:index_read
.
Read records from the table based on a secondary index given as position,
see mnesia:dirty_index_read
.
Select records in the table using a match_spec, see mnesia:select
.
Select records in the given table using a match_spec passing a limit or a
lock kind, see mnesia:select
.
Select records in the given table using a match_spec passing a limit and a
lock kind, see mnesia:select
.
Select records in the table using a match_spec, see
mnesia:dirty_select
.
Check if the table is a set.
stream(:read | :write | :write!) :: Amnesia.Table.Stream.t()
Return an iterator to use with Enum functions.
Return an iterator to use with the Enum functions using dirty operations to retrieve information.
Return the type of the table.
Wait for the table optionally with a timeout.
Select records in the table using an Exquisite query, see
Exquisite.match/2
and mnesia:select
.
Options
limit
- sets the count of elements to select in every continuationlock
- sets the kind of lock to useselect
- Exquisite selector specqualified
- whether to set a name for the record or not
Select records in the table using an Exquisite query, see
Exquisite.match/2
and mnesia:dirty_select
.
Options
select
- Exquisite selector specqualified
- whether to set a name for the record or not
Write the record to the table, see mnesia:write
.
Missing fields tagged as autoincrement will be incremented with the
counter if nil
.
Write the record to the table, see mnesia:dirty_write
.
Missing fields tagged as autoincrement will be incremented with the
counter if nil
.


Bitcoin-Qt version 0.8.2 released
29 May 2013
Bitcoin-Qt version 0.8.2 is now available from: http://sourceforge.net/projects/bitcoin/files/Bitcoin/bitcoin-0.8.2/
This is a maintenance release that fixes many bugs and includes a few small new features.
Please report bugs using the issue tracker at github: https://github.com/bitcoin/bitcoin/issues
How to Upgrade
If you are running an older version, shut it down. Wait until it has completely shut down (which might take a few minutes for older versions), then run the installer (on Windows) or just copy over /Applications/Bitcoin-Qt (on Mac) or bitcoind/bitcoin-qt (on Linux).
If you are upgrading from version 0.7.2 or earlier, the first time you run 0.8.2 your blockchain files will be re-indexed, which will take anywhere from 30 minutes to several hours, depending on the speed of your machine.
0.8.2 Release notes
Fee Policy changes
The default fee for low-priority transactions is lowered from 0.0005 BTC (for each 1,000 bytes in the transaction; an average transaction is about 500 bytes) to 0.0001 BTC.
Payments (transaction outputs) of 0.543 times the minimum relay fee (0.00005430 BTC) are now considered ‘non-standard’, because storing them costs the network more than they are worth and spending them will usually cost their owner more in transaction fees than they are worth.
Non-standard transactions are not relayed across the network, are not included in blocks by most miners, and will not show up in your wallet until they are included in a block.
The default fee policy can be overridden using the -mintxfee and -minrelaytxfee command-line options, but note that we intend to replace the hard-coded fees with code that automatically calculates and suggests appropriate fees in the 0.9 release and note that if you set a fee policy significantly different from the rest of the network your transactions may never confirm.
Bitcoin-Qt changes
- New icon and splash screen
- Improve reporting of synchronization process
- Remove hardcoded fee recommendations
- Improve metadata of executable on MacOSX and Windows
- Move export button to individual tabs instead of toolbar
- Add “send coins” command to context menu in address book
- Add “copy txid” command to copy transaction IDs from transaction overview
- Save & restore window size and position when showing & hiding window
- New translations: Arabic (ar), Bosnian (bs), Catalan (ca), Welsh (cy), Esperanto (eo), Interlingua (la), Latvian (lv) and many improvements to current translations
MacOSX: * OSX support for click-to-pay (bitcoin:) links * Fix GUI disappearing problem on MacOSX (issue #1522)
Linux/Unix: * Copy addresses to middle-mouse-button clipboard
Command-line options
- -walletnotify will call a command on receiving transactions that affect the wallet.
- -alertnotify will call a command on receiving an alert from the network.
- -par now takes a negative number, to leave a certain amount of cores free.
JSON-RPC API changes
- fixed a getblocktemplate bug that caused excessive CPU creating blocks.
- listunspent now lists account and address infromation.
- getinfo now also returns the time adjustment estimated from your peers.
- getpeerinfo now returns bytessent, bytesrecv and syncnode.
- gettxoutsetinfo returns statistics about the unspent transaction output database.
- gettxout returns information about a specific unspent transaction output.
Networking changes
- Significant changes to the networking code, reducing latency and memory consumption.
- Avoid initial block download stalling.
- Remove IRC seeding support.
- Performance tweaks.
- Added testnet DNS seeds.
Wallet compatibility/rescuing
- Cases where wallets cannot be opened in another version/installation should be reduced.
- -salvagewallet now works for encrypted wallets.
Known Bugs
- Entering the
getblocktemplate
orgetwork
RPC commands into the Bitcoin-Qt debug console will cause Bitcoin-Qt to crash. Run Bitcoin-Qt with the -server command-line option to workaround.
Thanks to everybody who contributed to the 0.8.2 release!
- APerson241
- Andrew Poelstra
- Calvin Owens
- Chuck LeDuc Díaz
- Colin Dean
- David Griffith
- David Serrano
- Eric Lombrozo
- Gavin Andresen
- Gregory Maxwell
- Jeff Garzik
- Jonas Schnelli
- Larry Gilbert
- Luke Dashjr
- Matt Corallo
- Michael Ford
- Mike Hearn
- Patrick Brown
- Peter Todd
- Philip Kaufmann
- Pieter Wuille
- Richard Schwab
- Roman Mindalev
- Scott Howard
- Tariq Bashir
- Warren Togami
- Wladimir J. van der Laan
- freewil
- gladoscc
- kjj2
- mb300sd
- super3


evaluation strategies¶
Split¶
@author: Aghiles Salah
-
class
cornac.evaluation_strategies.split.
Split
(data, prop_test=0.2, prop_validation=0.0, good_rating=1.0, data_train=None, data_validation=None, data_test=None, index_train=None, index_validation=None, index_test=None)[source]¶ Evaluation Strategy Split.
Parameters: - data (scipy sparse matrix, required) – The user-item preference matrix.
- prop_test (float, optional, default: 0.2) – The propotion of the test set, if > 1 then it is treated as the size of the test set.
- prop_validation (float, optional, default: 0.0) – The propotion of the validation set, if > 1 then it is treated as the size of the validation set.
- good_rating (float, optional, default: 1) – The minimum value that is considered to be a good rating, e.g, if the ratings are in {1, …, 5}, then good_rating = 4.
- data_train (.., optional, default: None) – The training data.
- data_validation (.., optional, default: None) – The validation data.
- data_test (.., optional, default: None) – The test data.
- index_train (1d array, optional, default: None) – The indexes of training data (starting from 0).
- index_validation (1d array, optional, default: None) – The indexes of validation data (starting from 0).
- index_test (1d array, optional, default: None) – The indexes of test data (starting from 0).
- data_train_bin (.., default: None) – The binary training data.
- data_validation_bin (.., default: None) – The binary validation data.
- data_test_bin (.., default: None) – The binary test data.
Cross Validation¶
@author: Aghiles Salah
-
class
cornac.evaluation_strategies.cross_validation.
CrossValidation
(data, n_folds=5, good_rating=1.0, partition=None, data_train=None, data_validation=None, data_test=None)[source]¶ Evaluation Strategy Cross Validation.
Parameters: - data (scipy sparse matrix, required) – The user-item interaction matrix.
- n_folds (int, optional, default: 5) – The number of folds for cross validation.
- good_rating (float, optional, default: 1) – The minimum value that is considered to be a good rating, e.g, if the ratings are in {1, … ,5}, then good_rating = 4.
- partition (array-like, shape (n_observed_ratings,), optional, default: None) – The partition of ratings into n_folds (fold label of each rating) If None, random partitioning is performed to assign each rating into a fold.


Directive to show a hint by hover of an element
describeId
and use
[tuiDescribedBy]="theSameId"
directive on focusable
element
Import TuiHintModule
into a module where you
want to use our component
Add to the template:


This plugin is an AngularJS port of the original jQuery bootstrap calendar that can be found here: http://bootstrap-calendar.azurewebsites.net/
The layout and functionality is intended to be exactly the same, but without the overhead of including jQuery just for a calendar.
All credits for the UI/UX and the less files of the calendar go to the original author.
Pull requests are welcome.
The calendar has a few dependencies, these are as follows, and must be included BEFORE the plugin files:
You can install through bower:
bower install --save angular-bootstrap-calendar
You will then need to include the JS and CSS files for the plugin:
<link href="bower_components/angular-bootstrap-calendar/dist/css/angular-bootstrap-calendar.min.css" rel="stylesheet">

And finally add the module dependency in your AngularJS app (you can remove ui.bootstrap if you don't want the extra dependency - it is only required for collapse animations and tooltips):
angular.module('myApp', ['mwl.calendar', 'ui.bootstrap']);
Alternatively you can install through npm:
npm install --save angular-bootstrap-calendar
Or if using npm 3+ where peer dependencies aren't automatically installed:
npm install --save angular-bootstrap-calendar angular bootstrap moment angular-ui-bootstrap
Then add as a dependency to your app:
angular.module('myApp', [require('angular-bootstrap-calendar'), require('angular-ui-bootstrap')]);
There is a single directive exposed to create the calendar, use it like so:
<mwl-calendar
view="calendarView"
current-day="calendarDay"
events="events"
view-title="calendarTitle"
on-event-click="eventClicked(calendarEvent)"
on-event-times-changed="calendarEvent.startsAt = calendarNewEventStart; calendarEvent.endsAt = calendarNewEventEnd"
edit-event-html="''"
delete-event-html="''"
on-edit-event-click="eventEdited(calendarEvent)"
on-delete-event-click="eventDeleted(calendarEvent)"
cell-is-open="true">
</mwl-calendar>
An explanation of the properties is as follows:
This variable is a string that can be either year
, month
, week
or day
. Changing it will change the view of the calendar.
For the calendar to display this variable needs to be set like so:
$scope.calendarView = 'month';
This variable holds the current day the calendar is centralised on. Each view will decide on its current year / month / week / day depending on the value of this variable.
An array of events to display on the calendar. For example:
$scope.events = [
{
title: 'My event title', // The title of the event
type: 'info', // The type of the event (determines its color). Can be important, warning, info, inverse, success or special
startsAt: new Date(2013,5,1,1), // A javascript date object for when the event starts
endsAt: new Date(2014,8,26,15), // Optional - a javascript date object for when the event ends
editable: false, // If edit-event-html is set and this field is explicitly set to false then dont make it editable.
deletable: false, // If delete-event-html is set and this field is explicitly set to false then dont make it deleteable
draggable: true, //Allow an event to be dragged and dropped
resizable: true, //Allow an event to be resizable
incrementsBadgeTotal: true, //If set to false then will not count towards the badge total amount on the month and year view
recursOn: 'year', // If set the event will recur on the given period. Valid values are year or month
cssClass: 'a-css-class-name' //A CSS class (or more, just separate with spaces) that will be added to the event when it is displayed on each view. Useful for marking an event as selected / active etc
}
];
title
, type
and startsAt
are required for all events.
This variable will be assigned to the calendar title. If you want to change the formatting you can use the calendarConfigProvider
or just override the appropriate method in the calendarTitle
factory.
This expression is called when an event is clicked on the calendar. calendarEvent
can be used in the expression and contains the calendar event that was clicked on.
This expression is called when an event is dragged and dropped or resized into a different date / time on the calendar. The available values that are passed to the expression are: calendarEvent
, calendarNewEventStart
and calendarNewEventEnd
. The directive won't change the event object and leaves that up to you to implement. Please note drag and drop is only available by including the interact.js library.
If provided this piece of html will be displayed next to an event on the year and month view and will fire the function passed to edit-event-click.
If provided this piece of html will be displayed next to an event on the year and month view and will fire the function passed to delete-event-click.
This expression is called when an event edit link is clicked on the calendar. calendarEvent
can be used in the expression and contains the calendar event that was clicked on.
This expression is called when an event delete link is clicked on the calendar. calendarEvent
can be used in the expression and contains the calendar event that was clicked on.
This expression is called when a month, day or hour on the calendar is clicked on the year, month and day views respectively. calendarDate
can be used in the expression and contains the start of the month, day or hour that was clicked on.
A 2 way bound variable that when set to true will open the year or month view cell that corresponds to the date passed to the date object passed to current-day
.
An interpolated string in the form of hh:mm to start the day view at, e.g. setting it to 06:00 will start the day view at 6am
An interpolated string in the form of hh:mm to end the day view at, e.g. setting it to 22:00 will end the day view at 10pm
The number of chunks to split the day view hours up into. Can be either 10, 15 or 30. Default: 30
An optional expression that is evaluated when the drilldown (clicking on a date to change the view) is triggered. Return false from the expression function to disable the drilldown. calendarDate
can be used in the expression and contains the date that was selected. calendarNextView
is the view that the calendar will be changed to.
An optional expression that is evaluated on each cell generated for the year and month views. calendarCell
can be used in the expression and is an object containing the current cell data which you can modify (see the calendarHelper
service source code or just console.log it to see what data is available). If you add the cssClass
property it will be applied to the cell.
An interpolated string template url that can be used to override the default month cell template.
An interpolated string template url that can be used to override the default month cell events.
All templates apart from the month cell templates are linked to directives so you can change any template and use your own using a decorator like so:
//This will change the slide box directive template to one of your choosing
app.config(['$provide', function($provide) {
$provide.decorator('mwlCalendarSlideBoxDirective', ['$delegate', function($delegate) {
var directive = $delegate[0];
delete directive.template; //the calendar uses template instead of template-url so you need to delete this
directive.templateUrl = 'path/to/my/slide/box/template.html';
return $delegate;
}]);
}]);
For more info on using decorators see this great guide.
There is also a helper directive that you can use for the next, today and previous buttons. Use it like so:
<button
class="btn btn-primary"
mwl-date-modifier
date="calendarDay"
decrement="calendarView">
Previous
</button>
<button
class="btn btn-default"
mwl-date-modifier
date="calendarDay"
set-to-today>
Today
</button>
<button
class="btn btn-primary"
mwl-date-modifier
date="calendarDay"
increment="calendarView">
Next
</button>
You can either use angular's date filter or moment.js to format dates. The default is to use angular. You can change the formatter to be moment like so:
angular.module('myModule')
.config(function(calendarConfigProvider) {
calendarConfigProvider.setDateFormatter('moment'); // use moment to format dates
});
Then you just need to include the appropriate locale files for your app.
If you want to dynamically change the locale for angular and not include all of the available angular locale files try this library.
Otherwise if using moment you can call moment.locale('YOUR_LOCALE_STRING')
to change the locale and the calendar will auto update.
To set Monday as the first day of the week, configure it in moment like so (even if using angular for formatting dates):
moment.locale('en', {
week : {
dow : 1 // Monday is the first day of the week
}
});
You can easily customise the date formats and i18n strings used throughout the calendar by using the calendarConfigProvider
. Please note that these example formats are those used by moment.js and these won't work if using angular as the date formatter. Example usage:
angular.module('myModule')
.config(function(calendarConfigProvider) {
calendarConfigProvider.setDateFormatter('moment'); // use either moment or angular to format dates on the calendar. Default angular. Setting this will override any date formats you have already set.
calendarConfigProvider.setDateFormats({
hour: 'HH:mm' // this will configure times on the day view to display in 24 hour format rather than the default of 12 hour
});
calendarConfigProvider.setTitleFormats({
day: 'ddd D MMM' //this will configure the day view title to be shorter
});
calendarConfigProvider.setI18nStrings({
eventsLabel: 'Events', //This will set the events label on the day view
timeLabel: 'Time' //This will set the time label on the time view
});
calendarConfigProvider.setDisplayAllMonthEvents(true); //This will display all events on a month view even if they're not in the current month. Default false.
calendarConfigProvider.setDisplayEventEndTimes(true); //This will display event end times on the month and year views. Default false.
});
For a full list of all available formats and their defaults see calendarConfig.js
http://mattlewis92.github.io/angular-bootstrap-calendar/
npm install
while current directory is this repoRun npm start
to start a development server on port 8000 with auto reload + run tests.
Run npm test
to run tests once or npm run test:watch
to continually run tests (this is automatic when you run npm start
).
Run npm run build
to build the project files in the dist folder
The MIT License
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
 IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.


Background: Similar drugs tried include MDMA, methylone, mephedrone, MDPV, propylhexedrine and ephedra.
Set/Setting: Slightly tired from several weeks of poor sleep. Full stomach, relaxed. At home on a rainy afternoon. No work and no distractions.
Dose: Unknown. Started very small with just a few crystals but ended up taking around 75-125 mg. (estimated) over about 7 hours. Exact intervals not known.
Method of Ingestion: Insufflated and oral.
Other Drugs Taken: Poppy tea (opium).
Activities: Coloring, watching TV, listening to music, talking with roommate, writing, eating popsicles.
_________________________________________________________________
NOTES DURING THE EXPERIENCE:
This stuff burns pretty badly when snorted. Smells and tastes like burnt plastic.
Visual changes are first effects I notice. Hard to describe.
Need to poop. Ah, yes. Same feeling as MDMA, methylone, mephedrone and MDPV. Classic stimulant effect.
Some jaw clenching. Touch feels great!
Find myself smiling for no good reason. No real stimulation yet, or at least not the type I’m used to. Been on propylhexedrine for the past few weeks and am used to a tight-veined, adrenaline-rushy feeling. This is more like pure MDMA. My body feels light. Music sounds great. Vision is still slightly trippy. Again, hard to describe. Kind of a halo glow around things along with some slight movement/vibration.
Peeing every 10-15 minutes. Annoying, but not unheard of for me.
Brain feels a little fried by now. Trying to sing/rap along to music is all but impossible. I seem to have developed a stutter. Still no pupil dilation or heart pounding.
Urge to snort more rather than swallow. I see some habit-forming potential in 4-FA… at least for this stim lover. But then again, I use one of the “dirtiest” stims (Benzedrex) daily and love it, so I'm a bit biased.
________________________________________________________________
AFTERTHOUGHTS:
Positive: Overall, I think 4-FA has positive characteristics of several other stims and empathogens I've tried. The 'lightness' of my body feels just like MDMA; the stimulation is similar to that of mephedrone with the duration of propylhexedrine. My appetite is pretty dead, but I can still manage to eat without feeling sick. The ride is a lot smoother than short-acting stimulants, which are much more addictive IMO. Euphoria is mild, which is good in that it allows me to focus and function without that e-tard feeling.
Negative: Like MDMA, 4-FA kind of makes my brain feels scattered and foggy (not nearly as severely). My hands and feet are very cold, but no worse than with caffeine or any other stimulant. There is a nagging urge to re-dose, but nowhere near as bad as MDPV or mephedrone. (Snorting is not the best way to avoid addiction, btw.) There is some 'nervous energy' with this drug, but it's more a compulsion to move than actual anxiety. I haven't experienced the comedown yet, but am hoping it won't leave me feeling exhausted and depressed like other serotonergic drugs.
Experience Reports are the writings and opinions of the individual authors who submit them.
Some of the activities described are dangerous and/or illegal and none are recommended by Erowid.


QVCSOS Enterprise -- Installation and Getting Started...
Step 14: And Beyond:
You now have some files under version control, and you are on your way.
The client application has a toolbar which you can use if you do not want a dialog to fine-tune your action -- e.g. clicking the 'Get' button will get the latest revision from the selected file(s) without bringing up a dialog. If you want finer control of the action, then use the context menus that popup when you right click on a file or other control element. Most of the same options are also available from the menu bar.
In the admin gui, most of the things you will want to do can be done via context menus.
Other tips:
You can create file groups to help you make sure that you operate on a set of files whenever you select any one of the files that share the same base file name. You enable and define the file groups feature by clicking on the 'Define File Groups' button on the toolbar. |
Make sure to try clicking on the 'Recurse' button on the toolbar. When it shows , it means the file pane will display all the files in the current directory AND all the files in any and all child directories (for as deep as those child directories may go). Using this feature makes it very easy for you to keep track of other's changes to files within the project. |
Use the F5 key to refresh the display. Updates from the server are automatic, but to update the client's snapshot of your workfiles, you need to type the F5 function key. |
You can define new file filters by selecting the Filters→Maintain Filters... menu item. |
You can change the look and feel of the application from the Admin→User Preferences... menu item. |
You can change the current file filter by selecting it from the drop-down combo box on the toolbar. |
You can create a report by using the Reports→Generate Report menu item. Selecting this menu item will create an .html file that reports on all the files and revisions that satisfy (pass) the active filter. |
Take a look at the property file contained in the qvcsBehaviorProperties subdirectory. This is where you define how to connect to the Postgres database. |
You can create a .qvcsosignore file to identify files that the client should ignore. This is useful when creating branches where there may be files on the branch that you want to make sure to ignore. |
You can create a Tag by right-clicking on a Project's branch node. A Tag is a useful way to identify some milestone. |
« Previous - »
|


"Hi"
"My name is"
Shubham Jain
" I'm "
currently pursuing MBA from Centre of Management Studies, Jamia Millia Islamia University, Delhi.
"and had worked with Tata Consultancy Services as a Test Automation Engineer. Refer to my resume to know more about me. Thanks."


Police want to speak to this man over serious assault at Edinburgh nightclub
Cops released CCTV images of the male they are looking to trace in relation to the incident at Why Not nightclub.
by Nicholas Keyden, https://www.dailyrecord.co.uk/authors/nicholas-keyden/Police are wanting to speak to this man after a serious assault at a popular nightclub in Edinburgh.
Cops released CCTV images of the male they are looking to trace in relation to the incident at Why Not nightclub, George Street, around 2.30am on Tuesday September 10.
He is described as white, slim build, 5’8-6ft tall, short dark hair. He is pictured wearing a navy round neck t-shirt, denim jeans and white trainers.
Detective Constable John Dunn of Gayfield CID said: "As part of the investigation, we are eager to identify the man in the images and would urge him, or anyone who recognises him, to get in touch with us immediately.”
Those with information can contact Police Scotland on 101, quoting incident number 0850 of 11 August 2019, or contact Crimestoppers anonymously on 0800 555 111.


Certainly, let's recap the utility of analyzing reports within the context of Business Analysis:
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Understanding the Operating Environment:
- Reports often contain information on regulatory compliance, industry standards, and benchmarks. By analyzing these, a business analyst can discern the constraints and standards the business operates within.
- Reports, especially those from external sources, can provide insights into the competitive landscape. Knowing what competitors are doing can inform strategic decisions.
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Gauging Management's Pulse on Operations:
- Regularly generated internal reports can reflect what management views as important metrics or KPIs. This shows where their priorities lie.
- The depth, breadth, and frequency of these reports can indicate how well management is keeping tabs on various business operations.
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Identifying Business Pain Points and Opportunities:
- Reports can reveal gaps in operations, areas where the business consistently underperforms, or potential opportunities for growth.
- Anomalies or outliers in reports can be a starting point for a deeper dive into specific business issues.
-
Validating Business Assumptions:
- Business decisions are often made based on assumptions about market behavior, customer preferences, or operational efficiencies. Reports can validate or challenge these assumptions.
- Discrepancies between report data and business assumptions can be a trigger for strategy reassessment.
-
Support for Strategic Planning:
- Comprehensive reports can offer a snapshot of the business's current state, which is invaluable for strategic planning sessions.
- Historical data from reports can be used to forecast trends and guide future business decisions.
-
Understanding Customer Behavior and Preferences:
- Reports, especially those focused on sales and customer feedback, can provide insights into customer behavior, preferences, and pain points.
- This data is essential for any business that aims to improve its customer experience, develop new products, or target new market segments.
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Evaluating Resource Allocation:
- By analyzing financial and operational reports, a business analyst can determine if resources (both human and capital) are being allocated efficiently and effectively.
- This can inform decisions on staffing, budgeting, and investment.
 They provide both a macro and micro view of a business, capturing everything from overarching industry trends to granular operational details. When
correctly analyzed, they can drive informed decision-making, validate business strategies, and uncover hidden opportunities or challenges.


Muhammad Ali Sadpara - Late
(2 February 1976 – February 2021) was a Pakistani high-altitude mountaineer. He was part of the team (which included Italian alpinist Simone Moro) that successfully completed the first-ever winter ascent to the summit of Nanga Parbat in 2016. Sadpara was notable for having successfully climbed a grand total of eight eight-thousanders throughout his career—four of which he had ascended in a single calendar year.
Early life
Sadpara was born on 2 February 1976 in the village of Sadpara, located near Skardu in Gilgit−Baltistan, Pakistan to Fiza Sadpara.[citation needed] He was the youngest of eleven children, and eight of his siblings did not survive childhood. He married his wife, Fatima, when he was 19 and had his first son, Sajid, shortly afterwards; he had a total of three children. He completed his FA from a government college in Skardu and was a member of his college football team. He began his career as a high-altitude porter, serving as an assistant in mountain-climbing expeditions. Like most porters, Sadpara traversed the rugged Baltoro Glacier in flip-flops and castoff gear. His passion for mountaineering led to him becoming a successful mountaineer
Mountaineering experience
Sadpara had successfully climbed eight of the 14 eight-thousanders on Earth. His first climb was Gasherbrum II, located in the Karakoram range.
| Mountain Name | Range | Country | Year of Ascent | Notes |
|---|---|---|---|---|
| Gasherbrum II | Karakoram | Pakistan / China | 2006 | First ascent |
| Golden Peak | Karakoram | Pakistan | 2006 | |
| Nanga Parbat | Himalayas | Pakistan | 2008 | |
| Muztagh Ata | Pamir | China | 2008 | |
| Nanga Parbat | Himalayas | Pakistan | 2009 | |
| Gasherbrum I | Karakoram | Pakistan / China | 2010 | |
| Nanga Parbat | Himalayas | Pakistan | 2016 | First winter ascent |
| Broad Peak | Karakoram | Pakistan / China | 2017 | |
| Nanga Parbat | Himalayas | Pakistan | 2017 | First autumn ascent |
| Pumori | Himalayas | Nepal / China | 2017 | First winter ascent |
| K2 | Karakoram | Pakistan / China | 2018 | |
| Lhotse | Himalayas | Nepal / China | 2019 | |
| Makalu | Himalayas | Nepal / China | 2019 | |
| Manaslu | Himalayas | Nepal | 2019 |
K2 Summit-2021
Sadpara, along with his 21-year-old son, Sajid (who had also climbed K2 in 2019), teamed up with Icelandic mountaineer John Snorri Sigurjónsson and Chilean mountaineer Juan Pablo Mohr Priet for a joint-ascent of K2, and left the highest camp on the evening of 4 February 2021.
Sajid was later forced to descend due an oxygen regulator malfunction, leaving the other members of the team at the K2 Bottleneck, close to the summit. Sigurjónsson and Prieto continued their ascent to K2's summit, but did not return by night as planned, and were declared missing on 5 February 2021.
A rescue mission with two Pakistan Army helicopters was organized on 6 February 2021 to search for the team. On 18 February 2021, Pakistani authorities announced that the three men were officially presumed dead, but the search for their remains would continue. Sadpara's family also declared him as presumably dead on the same day.


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