Reports declaration statements with explicit types that can use Lombok
var
instead.
Available for Java<10.


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Home
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Leaderboard
Map
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Log In
login or sign up
{% if good == "no"%} Please fill out all the fields {% endif %} {% if good == "success"%} Success logged in as {{user}}
Submit
{% endif %} {% if good == "wrong"%} User or Pass wrong {% endif %}


{# Render a json/application script with id 'app-props' with its content #} {# being the 'props' attribute of the context #} {{props|json_script:'app-props'}}


Because I want these pages to be portable, neither Bootstrap nor Font Awesome has been installed on my box. Each of the pages has a CDN call to Bootstrap and, if required, Font Awesome.
w3schools.com has an excellent Bootstrap 4 Tutorial.
This page has been styled with Bootstrap v3.3.7 to keep the flow in the navbar smooth. The changes to the navbar and other elements in Bootstrap Beta are noticable. A link to this same page styled with v4.3.1 is provided so the differences can be compared.
When sites migrate to v4 they will do all pages before pushing to production and end users will only see updated pages. They will not see pages with mismatched styles.


These days it is less common for people to need to monitor network switches as a lot of companies run their services in some of the “cloud” vendors where the provider is owning and handling the actual underlying network infrastructure and that is transparent to their customers.
Yet if you run something in your own data center chances are that this also involves some network infrastructure in the form of network router devices.
These can come from a bunch of vendors including Cisco, Arista etc and configring them is vendor-specific (and totally out of scope of this doc) but normally all of these support SNMP which needs to be enabled for monitoring to work.
Ask your network administrator to enable SNMP (v2c) on the device and provide you with the IP address where that can be accessed, together with the SNMP “community string” (akin to password). Note that if you are using something like MRTG to get traffic graphs from these chances are that you already have these available.
For the example we will use a network switch named racksw1.host, with “management” IP of <IP_ADDRESS> and SNMP community of “private”.
First, verify that SNMP is working as expected, you will need snmpget and snmpwalk available. You can use a running SMG container instance to do that like this:
docker exec smg snmpget -v2c -c private <IP_ADDRESS> sysDescr.0
If that works we can proceed with configuring the SMG Autoconf target which would generate SMG configs to watch the device, using the netsw-snmp template:
cat > /opt/smg/data/conf/autoconf.d/racksw1.host-netsw.yml <<-EOH
- output: racksw1.host-netsw.yml
template: netsw-snmp
node_name: racksw1.host
node_host: <IP_ADDRESS> # or resolve_name: true
regen_delay: 1800 # this can be slow - run every 30 min instead of every minute
context:
snmp_community: private
EOH
Then reload SMG conf as described here
As of this writing the template will generate one index for the device and a pair of graphs for each port - its traffic (ifHCInOctets/ifHCOutOctets converted in bits per sec) and ifOperStatus value - 1=up, 2=down, 3=tesing, 4=unknown, 5=dormant 6=notPresent 7=lowerLayerDown


yafs.selection
¶
This algorithm have one obligatory functions:
get_path: It provides the route to follow the message within the topology to reach the destination module, it can also be seen as an orchestration algorithm.
-
class
yafs.selection.
First_ShortestPath
(logger=None)[source]¶ Among all possible shorter paths, returns the first.
-
get_path_from_failure
(sim, message, link, alloc_DES, alloc_module, traffic, ctime, from_des)¶ This function is call when some link of a message path is broken or unavailable. A new one from that point should be calculated.
Parameters: - sim –
- message –
- link –
- alloc_DES –
- alloc_module –
- traffic –
- ctime –
:param from_des :return:
both empty arrays implies that the message will not send to the destination.Attention
this function is optional
-
-
class
yafs.selection.
OneRandomPath
(logger=None)[source]¶ Among all the possible options, it returns a random path.
-
get_path_from_failure
(sim, message, link, alloc_DES, alloc_module, traffic, ctime, from_des)¶ This function is call when some link of a message path is broken or unavailable. A new one from that point should be calculated.
Parameters: - sim –
- message –
- link –
- alloc_DES –
- alloc_module –
- traffic –
- ctime –
:param from_des :return:
both empty arrays implies that the message will not send to the destination.Attention
this function is optional
-
-
class
yafs.selection.
Selection
(logger=None)[source]¶ A selection algorithm provide the route among topology entities for that a message reach the destiny module.
Note
A class interface
-
get_path
(sim, app_name, message, topology_src, alloc_DES, alloc_module, traffic, from_des)[source]¶ Args:
Parameters: - sim –
- message –
- link –
- alloc_DES –
- alloc_module –
- traffic –
- ctime –
:param from_des :return:
both empty arrays implies that the message will not send to the destination.Returns:
a path among nodes
an identifier of the module
Attention
override required
-
get_path_from_failure
(sim, message, link, alloc_DES, alloc_module, traffic, ctime, from_des)[source]¶ This function is call when some link of a message path is broken or unavailable. A new one from that point should be calculated.
Parameters: - sim –
- message –
- link –
- alloc_DES –
- alloc_module –
- traffic –
- ctime –
:param from_des :return:
both empty arrays implies that the message will not send to the destination.Attention
this function is optional
-


Bala Box Office Day 11: Continues Its Victory Stride, Has A Good Monday
While Marjaavaan is keeping the single screens happy, Bala is working well with the multiplexes.
by Joginder TutejaBala is continuing with its victory stride as good hold was demonstrated on Monday. The film is doing quite well at the box office and that was seen yet again as 2.25 crores more came in. The film has been performing well especially at the multiplexes where the target audience lies. So while Marjaavaan is keeping the single screens happy, Bala is working well with the multiplexes.
So far, the Dinesh Vijan production has accumulated 92.99 crores and though at one point it had seemed that the film would enter the 100 Crore Club in two weeks flat, now it would happen in 15 or at maximum 16 days.
Nonetheless, the film is still a clean Super Hit and Ayushmann Khurranna would be closing the year with a high. With Article 15, Dream Girl and now Bala being wonderful successes, Ayushmann has joined the list of elite superstars who have managed a hattrick of hits in a single year.
Note: All collections as per production and distribution sources


Félicitations c'est bien installer ;) !


PIGOR¶
What PIGOR does¶
PIGOR (‘Python IGOR’ = PIGOR) aims to help physicists on the NEPTUN beamline to quickly extract the needed information when measuring and configuring or preparing an experiment. It will go through all files in its root folder and will continue to look for files in all subdirectories recursively as well. It will then auto detect [1] the type of measurement and guess what the user wants to know. After analysis of all files, additional files will show up alongside the original measurement files:
- .png file: plot of the data
- .md file: usefull information gathered about the measurement in plain text as markdown
- .html file: same content as the markdown file, but nicely viewable in a modern browser
| [1] | This will only work if the correct naming convention is used. |
PIGORs inner workings¶
-
pigor.
analyse_files
(filepaths='all')¶ Analyses all given files in list. This function can be used by the command [a].
Parameters: filepaths – list of files to analyse with their relative dir path added Todo
Change to no override mode. measurement.Measurement.plot(override=False)
Todo
a + today => only analyse files for today
Todo
a + override => override=True
-
pigor.
bool2yn
(b)¶ Converts a boolean to yes or no with the mapping: y = True, n = False.
-
pigor.
create_index
()¶ Creates an index.html listing all directories and subdirectories and their HTML and Markdown files. If a default browser is found, it will automatically open index.html. This function can be used by the command [j].
-
pigor.
find_all_files
()¶ Finds all dat files recursively in all subdirectories ignoring hidden directories and Python specific ones.
Returns a list of filepaths.
-
pigor.
init
(create_new_config_file=True)¶ This function will read the config file and initialize some variables accordingly. This function can be used by the command [i].
Available options:
- root directory where PIGOR will start to look for measurement files
- Should PIGOR look for files to analyse recursively?
- Which file extention do the measurement files posess?
- What plot output format should PIGOR use?
- Should PIGOR automatically create an html file?
- Should PIGOR automatically create a md file?
- Should PIGOR create a txt file containing all used fit functions for the use in Mathematica?
Note
If no config file can be found, it will create one.
-
pigor.
is_valid_theme
(theme)¶ Checks if this theme exists.
-
pigor.
list_themes
()¶ Returns a list of all themes available.
-
pigor.
main
()¶ Main Loop
-
pigor.
print_header
(text)¶ This function prints a beautiful header followed by one empty line.
Parameters: text – text to be displayed as header
-
pigor.
print_help
(display='all')¶ Prints a help menu on the screen for the user. This function can be used by the command [h].
Parameters: display – specify the lenght of the help menu, options are ‘all’ or ‘quick’ (Default value = “all”)
-
pigor.
print_root
()¶ Prints the root for PIGOR, e.g. where it will look for files to analyse. This function can be used by the command [x].
-
pigor.
remove_generated_files
(files='all')¶ Removes the generated png, html and md files. This function can be used by the command [r].
Parameters: files – list of Path objects to files that should be removed; if set to ‘all’ it will delete all generated files (Default value = ‘all’) Todo
Cover the case when files are not a list of path, e.g. wrong input given.
-
pigor.
show_user
(func)¶ Register a function to be displayed to the user as an option
-
pigor.
yn2bool
(s)¶ Converts yes and no to True and False.


current bear is "api/bear/detail"
bears list "api/bears/list" reload
games list "api/games/list" reload schedule game "api/games/schedule" schedule


(Adapted from Introduction to Programming with Java: A Problem-Solving Approach, Dean and Dean, McGraw-Hill.)
The First National Bank of Parkville recently opened up a new “So You Want to Be a Millionaire” savings account. The new account works as follows:
· The bank doubles the customer’s balance every year until the customer’s balance reaches one million.
· The customer isn’t allowed to touch the money (no deposits or withdrawals) until the customer’s balance reaches one million.
· If the customer dies before becoming a millionaire, the bank keeps the customer’s balance.
· Note: Customers close to $1,000,000 tend to get “accidentally” run over in the bank’s parking lot.
Write a program that prompts the user for a starting balance and then prints the number of years it takes to reach $100,000 and also the number of years it takes to reach $1,000,000.
Sample session:
Enter starting balance: 10000
It takes 4 years to reach $100,000.
It takes 7 years to reach $1,000,000.


Admin Home
Manually advance the Active Season stage
Create a map
Create a region
Create a season
Create an achievement


Home
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Want to get ahold of me for any reason?
Feel free to contact me in any of the following ways:
<EMAIL_ADDRESS>(352) 215-5781
Looking for other ways to interact with me?
Check me out at the following places:
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@cmbusse
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Contact
Designed and Built by Chris Busse


October 27
Call unto me, and I will answer thee, and show you great and mighty things, which you know not. Jeremiah 33:3
Who do you turn to when you need help, when you need an important answer to an important question? Do you ask God first? So many believers fail to do that.  They'll inquire of their pastor. They'll inquire of their friends. They'll inquire of their husbands or wives. But do they inquire of God? No. Don't make that mistake.
Instead, follow the example of King David. In 1 Chronicles 14, the Bible tells us he was about to face a battle with the very powerful Philistines who had ALL come out against him. The Philistine nation had been an enemy of Israel for years. David probably could have guessed that God would tell him to go to battle against them. But he didn't guess! He went to God and inquired, saying, "Shall I go up against the Philistines? And wilt thou deliver them into mine hand? And the Lord said unto him, Go up; for I will deliver them into thine hand."
Don't depend on guesswork. When you encounter a problem, seek the Lord through the Word and in prayer and ask Him what the solution is. No matter how much scripture you learn, no matter how fully you perceive who you are in Christ Jesus, you'll never outgrow your need to do that.
Go to the Lord and find out exactly what He wants you to do.  Go to Him and say, "Lord, what are Your plans?" His plans are already blessed. If you follow them, your victory is guaranteed.
Scripture Reading: 1 Chronicles 14:8-17


For good, too though, in consequence
She gave my mother such a turn, that I have always been convinced I am indebted to Miss Betsey for having been born on a Friday. The word was appropriate to the moment.
My mother was so much worse that Peggotty, coming in with the teaboard and candles, and seeing at a glance how ill she was, - as Miss Betsey might have done sooner if there had been light enough, - conveyed her upstairs to her
own room with all speed; and immediately dispatched Ham Peggotty, her nephew, who had been for some days past secreted in the house...
Read
More


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PHONE NUMBER
AFFILIATIONS
OCCUPATION
CAT'S NAME
FAVORITE GADGET
TALENT
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SPECIAL POWER
WEAPON OF CHOICE
COMMENTS


Sim City Status, Version 1.0.2
Copyright © 2013 - 2014 Pascal Hartig
Used libraries
butterknife
(Link)
by Jake Wharton, licensed under the Apache 2.0 license
dagger
(Link)
by Square Inc., licensed under the Apache 2.0 license
http-request
(Link)
by Kevin Sawicki


1. Enter Each Playtest Phase (one per line)
Press the button each time you enter a phase
Watch your chart form!
image/svg+xml
Save SVG
Save SVG


Welcome to Machin Engineering,
provider of customized embedded products and solutions since
2004.
Latest News
The IStar GPS is facilitating telemetry for this year's America's Cup race in San Francisco. See the full story in IEEE Spectrum
Check out my new Embedded Linux Blog


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{% extends "base.html" %} {% block content %}
Select a date range to get Activities from Strava.
{% if session.access_token %}View heat maps, segment explorers, and more!
{% if session.access_token %}Activities you've downloaded that are ready to viz
Want to wipe your data on ADV? This will do the trick!


Instrument Log (History)
RESET
CLOSE
ABOUT
DEBUG
SETTINGS
Frequency (GHz)
Power (dBm)
RF Output
ON
OFF


ANALYZE THIS A film review by Steve Rhodes Copyright 1999 Steve Rhodes RATING (0 TO ****): *** 1/2
For today's cinematic feast, ANALYZE THIS, we assemble the finest ingredients. For one leading actor, we put in one of Hollywood's very best actors, Robert De Niro, who has been nominated for 6 Oscars and won two. And for the other lead, we combine De Niro with one of America's funniest comedians, Billy Crystal. We locate some of the top supporting actors, including Lisa Kudrow and Chazz Palminteri, to give extra flavor. For the chef, we use GROUNDHOG DAY's director, Harold Ramis, who, working with other writing talents, also comes up with a hilarious recipe.
The results? Magnific!
Okay, so the right ingredients do not always produce a sumptuous meal. Sometimes, they turn out incredibly bland (FATHER'S DAY) and other times, stomach curdling indigestible (MY GIANT). This time, however, the meal from appetizers to dessert is a real treat.
Robert De Niro plays Paul Vitti (Mr. V. to you), a gangster with a debilitating illness. The head of one New York's crime families, as was his father, Mr. V. suffers from anxiety or panic attacks that cause him to break into tears, not something likely to instill fear and loyalty in his men. He even admits to having had trouble in bed once. Well, twice. Maybe 3 times. Actually, he doesn't want to discuss it. What he needs is a good shrink who can provide a quick cure -- he's currently in the middle of a gang war with a family headed by Chazz Palminteri -- and can keep quiet about the treatment.
Mr. V. decides Ben Sobol (Billy Crystal) is just the psychiatrist for him, even if a scared Ben wants nothing to do with him. The chemistry between the street-wise Mr. V. and the intellectual Ben is deliciously funny. "What is my goal here, to make you a happy, well-adjusted gangster?" Ben asks rhetorically.
Not wanting to spend time at the bottom of the river with bricks in her pockets, Ben reluctantly agrees to treat the gangster when he returns from his honeymoon. But before the marriage with his non-understanding fiancée, played by Lisa Kudrow, Mr. V. keeps yanking Ben away to deal with one emotional crisis after another. De Niro and Crystal, who are both at the top of their form in ANALYZE THIS, have great chemistry together with both giving as good as he gets in the comedic battle of the actor titans. Ramis has the good sense to have them play the comedy seriously, thus avoiding the overacting that a pure parody would have likely created.
The best of the movie's sight gags comes in the wedding present that Mr. V. sends the happy new couple.  Later, Mr. V. will top even this lavish token of his appreciation.
Some of the movie's best lines are unprintable. One of these comes when Mr. V. is explaining his problems with sexual dysfunction with his girlfriend. Ben asks, seriously, why Mr. V. needs a girlfriend since he already has a wife. De Niro, who has trouble keeping a straight face with his answer, provides a rationale that most people have probably not considered.
The mark of a well-rounded movie is whether the supporting cast is offered as many good lines as the stars. By that measure, ANALYZE THIS is certainly a success. A typically oddball line occurs when one of Mr. V.'s guards, a flabby one appropriately named Jelly (Joe Viterelli), goes out for sandwiches. Jelly asks the other guard if he wants one too. "What kind of sandwich ain't too fattening?" the other guard asks.
Between warring gangs and investigating members of the OCD (not Obsessive Compulsive Disorder as Ben surmises but Organized Crimes Division), Ben tries to keep his head while all about him are losing theirs. When Mr. V. goes into another of his crying fits at an unpropitious moment, Ben counsels him, "It's time to turn all of that nice grief into a murderous rage."
Comedies, even the best ones, frequently fizzle in the end, as happened in the recent OFFICE SPACE. With melodramas, the conclusion is usually central to the narrative, but not so when it comes to humorous stories. ANALYZE THIS manages to find a way to resolve the story's conflicts in a manner that is both satisfying and unusual -- a nice cap to a sweet comedy.
ANALYZE THIS runs 1:45. It is rated R for profanity, brief sexuality and comic violence and would be fine for teenagers.
Email<EMAIL_ADDRESS>Web: www.InternetReviews.com
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
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


Third-Party Research Funding
Sept. 2022 -, project ”XAI-based software-defined energy networks via packetized management for fossil fuel-free next-generation of industrial cyber-physical systems (X-SDEN)”, Academy of Finland (decision number 331197), role: Co-PI (budget share around 500 kEur), consortium PI: Prof. Pedro Nardelli (LUT)
Sept. 2021 - Aug. 2022, project “Ensemble nowcasting of irradiance/clouds for solar energy using novel machine learning tools - can AI beat physics?”, project number 885377, Austrian Research Promotion Agency (FFG), role: Co-PI (budget share 30 kEur), consortium PI: Dr. Irene Schicker from ZAMG
Sept. 2020 -, project ‘‘Intelligent Techniques in Condition Monitoring of Electromechanical Energy Conversion Systems,’’ Academy of Finland (decision number 331197), role: Co-PI (budget share 225 kEur), consortium PI: Prof. Anouar Belahcen
Oct. 2020 -, H2020-WIDESPREAD-2018-2020 Grant nr. 952410, European Union, role: co-PI at consortium partner Aalto University (budget share 150kEUR); consortium PI: Prof. Tarmo Kalvet
Apr. 2019 - Mar. 2020, project ‘‘Automated Evaluation of Benefit Applications’’, Kela (Finnish social insurance institute), 80 kEur, role: PI.
Aug. 2018 - July 2019, project ‘‘Learning Networks for Big Data’’, 75 kUSD, Amazon Web Services (AWS), role: PI.
Dec. 2015 - Nov. 2019, project “Communication and Complexity Constrained Inference over Graphs for Big Data” (ICT15-119), Vienna Science and Technology Fund (WWTF), 500 kEur; role: first PI then co-PI (due to change to Aalt
|


EDWARD SCISSORHANDS A film review by Malcolm Austin Copyright 1990 Malcolm Austin
I saw EDWARD SCISSORHANDS last night at the Ziegfield theatre is NYC. (A *great* movie theatre in terms of picture and sound quality.) Here are some quick impressions, if you are deciding whether or not to see it.
ES is directed by Tim Burton, whose credits include BATMAN, BEETLEJUICE, and PEE-WEE HERMAN'S BIG ADVENTURE. The film is great visually, and Danny Elfman has contributed a good, not-just-Batman- reedited score. The plot is quite weak. Winona Ryder looks about as bad as she possibly can (which isn't very) in a blonde wig.
The bad news is that the story is kind of limp. But the film looks great. This is more than the costumes and sets--it is also how the scenes are put together, how the characters behave, and where the camera is and how it moves.
A truly fine movie needs several strong elements--the script, direction, and acting must *all* be good, and the producers need to have sufficient resources in money and technical types to create the sort of film they want to make. It doesn't have to be a lot of money, depending on what they want to do, and how clever their people are.
EDWARD SCISSORHANDS is not a truly fine movie. The only thing that works really well here is the visuals. The acting is professional but nothing more, the story fails to convince even in its own "fantasy" genre, and there is very little originality in what the plot contains, or how it unfolds.
If you only see one film this year, don't pick this one. But a film does not have to be truly fine in order to be worth seeing. If you enjoyed THE ADVENTURES OF BARON MUNCHAUSEN, you will almost certainly like this movie. Warning for parents though, it contains somewhat more violence than MUNCHAUSEN.
It is easy to compare Tim Burton to Terry Gilliam (JABBERWOCKY, TIME BANDITS, BRAZIL, MUNCHAUSEN). Their films have similar strengths. Burton is somewhat more childlike and carefree in his imagination, and Gilliam is significantly better at moving the plot along. Maybe he just has a better editor.
Among Burton's other films, I would say that EDWARD SCISSORHANDS is better than BATMAN, if you take away Nicholson's performance, and not as good as BEETLEJUICE.
Sorry for the rambling nature of this review, but I am pressed for time, and am trying hard to avoid spoilers. To sum up, I enjoyed it purely for the look of the movie. It has little else to recommend it, but what more do you need?
.
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
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


| 1 | /* =========================================================== | |
| 2 | * JFreeChart : a free chart library for the Java(tm) platform | |
| 3 | * =========================================================== | |
| 4 | * | |
| 5 | * (C) Copyright 2000-2008, by Object Refinery Limited and Contributors. | |
| 6 | * | |
| 7 | * Project Info: http://www.jfree.org/jfreechart/index.html | |
| 8 | * | |
| 9 | * This library is free software; you can redistribute it and/or modify it | |
| 10 | * under the terms of the GNU Lesser General Public License as published by | |
| 11 | * the Free Software Foundation; either version 2.1 of the License, or | |
| 12 | * (at your option) any later version. | |
| 13 | * | |
| 14 | * This library is distributed in the hope that it will be useful, but | |
| 15 | * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY | |
| 16 | * or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public | |
| 17 | * License for more details. | |
| 18 | * | |
| 19 | * You should have received a copy of the GNU Lesser General Public | |
| 20 | * License along with this library; if not, write to the Free Software | |
| 21 | * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, | |
| 22 | * USA. | |
| 23 | * | |
| 24 | * [Java is a trademark or registered trademark of Sun Microsystems, Inc. | |
| 25 | * in the United States and other countries.] | |
| 26 | * | |
| 27 | * ----------------- | |
| 28 | * ChartDeleter.java | |
| 29 | * ----------------- | |
| 30 | * (C) Copyright 2002-2008, by Richard Atkinson and Contributors. | |
| 31 | * | |
| 32 | * Original Author: Richard Atkinson; | |
| 33 | * Contributor(s): -; | |
| 34 | * | |
| 35 | * Changes | |
| 36 | * ------- | |
| 37 | * 19-Aug-2002 : Version 1; | |
| 38 | * 17-Oct-2002 : Fixed errors reported by Checkstyle (DG); | |
| 39 | * ------------- JFREECHART 1.0.x --------------------------------------------- | |
| 40 | * 02-Feb-2007 : Removed author tags all over JFreeChart sources (DG); | |
| 41 | * | |
| 42 | */ | |
| 43 | ||
| 44 | package org.jfree.chart.servlet; | |
| 45 | ||
| 46 | import java.io.File; | |
| 47 | import java.io.Serializable; | |
| 48 | import java.util.Iterator; | |
| 49 | import java.util.List; | |
| 50 | ||
| 51 | import javax.servlet.http.HttpSessionBindingEvent; | |
| 52 | import javax.servlet.http.HttpSessionBindingListener; | |
| 53 | ||
| 54 | /** | |
| 55 | * Used for deleting charts from the temporary directory when the users session | |
| 56 | * expires. | |
| 57 | */ | |
| 58 | public class ChartDeleter implements HttpSessionBindingListener, Serializable { | |
| 59 | ||
| 60 | /** The chart names. */ | |
| 61 | private List chartNames = new java.util.ArrayList(); | |
| 62 | ||
| 63 | /** | |
| 64 | * Blank constructor. | |
| 65 | */ | |
| 66 | public ChartDeleter() { | |
| 67 | super(); | |
| 68 | } | |
| 69 | ||
| 70 | /** | |
| 71 | * Add a chart to be deleted when the session expires | |
| 72 | * | |
| 73 | * @param filename the name of the chart in the temporary directory to be | |
| 74 | * deleted. | |
| 75 | */ | |
| 76 | public void addChart(String filename) { | |
| 77 | this.chartNames.add(filename); | |
| 78 | } | |
| 79 | ||
| 80 | /** | |
| 81 | * Checks to see if a chart is in the list of charts to be deleted | |
| 82 | * | |
| 83 | * @param filename the name of the chart in the temporary directory. | |
| 84 | * | |
| 85 | * @return A boolean value indicating whether the chart is present in the | |
| 86 | * list. | |
| 87 | */ | |
| 88 | public boolean isChartAvailable(String filename) { | |
| 89 |
1
1. isChartAvailable : replaced return of integer sized value with (x == 0 ? 1 : 0) → NO_COVERAGE |
return (this.chartNames.contains(filename)); |
| 90 | } | |
| 91 | ||
| 92 | /** | |
| 93 | * Binding this object to the session has no additional effects. | |
| 94 | * | |
| 95 | * @param event the session bind event. | |
| 96 | */ | |
| 97 | public void valueBound(HttpSessionBindingEvent event) { | |
| 98 | return; | |
| 99 | } | |
| 100 | ||
| 101 | /** | |
| 102 | * When this object is unbound from the session (including upon session | |
| 103 | * expiry) the files that have been added to the ArrayList are iterated | |
| 104 | * and deleted. | |
| 105 | * | |
| 106 | * @param event the session unbind event. | |
| 107 | */ | |
| 108 | public void valueUnbound(HttpSessionBindingEvent event) { | |
| 109 | ||
| 110 | Iterator iter = this.chartNames.listIterator(); | |
| 111 |
1
1. valueUnbound : negated conditional → NO_COVERAGE |
while (iter.hasNext()) { |
| 112 | String filename = (String) iter.next(); | |
| 113 | File file = new File( | |
| 114 | System.getProperty("java.io.tmpdir"), filename | |
| 115 | ); | |
| 116 |
1
1. valueUnbound : negated conditional → NO_COVERAGE |
if (file.exists()) { |
| 117 | file.delete(); | |
| 118 | } | |
| 119 | } | |
| 120 | return; | |
| 121 | ||
| 122 | } | |
| 123 | ||
| 124 | } | |
Mutations | ||
| 89 |
1.1 |
|
| 111 |
1.1 |
|
| 116 |
1.1 |


openssl_digest (PHP 5 >= 5.3.0, PHP 7) openssl_digest — Computes a digest 说明 string openssl_digest ( string $data , string $method [, bool $raw_output = false ] ) Computes a digest hash value for the given data using a given method, and returns a raw or binhex encoded string. Warning 本函数还未编写文档，仅有参数列表。 参数 data The data. method The digest method. raw_output Setting to TRUE will return as raw output data, otherwise the return value is binhex encoded. 返回值 Returns the digested hash value on success 或者在失败时返回 FALSE. 错误／异常 Emits an E_WARNING level error if an unknown signature algorithm is passed via the method parameter. 参见 • openssl_get_md_methods() - Gets available digest methods User Contributed Notes 3 notes =============================================================================== The second argument should be one of the values returned by openssl_get_md_methods() rather than hash_algos(). ‘Hash’ and ‘OpenSSL’ are independent extensions and support different selection of digest algorithms. Notably, Hash supports some non-cryptographic hashes like adler or crc. =============================================================================== Hmm.. really @mwgamera? openssl_get_cipher_methods() returns cipher methods but openssl_digest() expects a digest method in the second parameter. However even the docu on this page links to the openssl_get_cipher_methods() method in the "See also" section (however this can be a coincidence). Shouldn't it be a digest method from openssl_get_md_methods() instead openssl_get_cipher_methods ()? I'm not very experienced in cryptography but I don't really understand why you would pass a cipher method to a hash function instead of a digest method. =============================================================================== Example: // $fileBuffer is buffer of file in open mode or a generic stream... $fingerPrint = openssl_digest ($fileBuffer , "sha512"); $method parameter is one of hash_algos() array; echo"
"; var_dump(hash_algos()); echo "" ?> Output: array(42) { [0]=> string(3) "md2" [1]=> string(3) "md4" [2]=> string(3) "md5" [3]=> string(4) "sha1" [4]=> string(6) "sha224" [5]=> string(6) "sha256" [6]=> string(6) "sha384" [7]=> string(6) "sha512" [8]=> string(9) "ripemd128" [9]=> string(9) "ripemd160" [10]=> string(9) "ripemd256" [11]=> string(9) "ripemd320" [12]=> string(9) "whirlpool" [13]=> string(10) "tiger128,3" [14]=> string(10) "tiger160,3" [15]=> string(10) "tiger192,3" [16]=> string(10) "tiger128,4" [17]=> string(10) "tiger160,4" [18]=> string(10) "tiger192,4" [19]=> string(6) "snefru" [20]=> string(9) "snefru256" [21]=> string(4) "gost" [22]=> string(7) "adler32" [23]=> string(5) "crc32" [24]=> string(6) "crc32b" [25]=> string(7) "salsa10" [26]=> string(7) "salsa20" [27]=> string(10) "haval128,3" [28]=> string(10) "haval160,3" [29]=> string(10) "haval192,3" [30]=> string(10) "haval224,3" [31]=> string(10) "haval256,3" [32]=> string(10) "haval128,4" [33]=> string(10) "haval160,4" [34]=> string(10) "haval192,4" [35]=> string(10) "haval224,4" [36]=> string(10) "haval256,4" [37]=> string(10) "haval128,5" [38]=> string(10) "haval160,5" [39]=> string(10) "haval192,5" [40]=> string(10) "haval224,5" [41]=> string(10) "haval256,5" }


THAMOLWAN POOPRADUBSIL
Programmer | Developer | Researcher | Student
Scroll Down
About Me...
Hello! My name is Thamolwan Poopradubsil.  I enjoy learning new stuffs especially things about technology. My journey as a computer science student started back in 2012 when I learned how to code in my junior high school. It was very difficult for me but guess what I was one of a few students who was able to complete all of the exercises without any helps!!
I just finished my master's degree on computer science and I am currently looking for job opportunities especially in the fields of DATA ENGINEERING and DATA SCIENTIST. Although, I haven't had any experiences working in the company but I am willy and eagerly to learn.
Here are a few technologies I've been working with recently:
- Python
- Pytorch
- Tensorflow
- Java
- Vue
- Node.js


1.6. Reading Input (from Files or Otherwise)¶
1.6.1. The Scanner Class¶
Java has an excellent class for reading in text. The Scanner class is useful to quickly parse through a String. See the Scanner class API. So how do we properly read in a file? There are a number of ways. This page shows a simple demonstration of how to use the Scanner class to read in a command file. In this project we are given four commands that our program must handle: debug, search, add, and delete. Take a look at the input file.
debug - prints information about the tree in the program
search - searches a region based off coordinates given
add - adds a node at the coordinates given
delete - deletes a node at the specific point
*Every command except debug takes additional parameters*
Consider the following code snippet.
import java.io.File;
import java.util.Scanner;
public class Main {
/**
* @param args
*/
public static void main(String[] args) {
String filename = args[0];//Pass the function a full filepath
beginParsing(filename);//call the parsing function
}
public static void beginParsing(String filename) {
try {
Scanner sc = new Scanner(new File(filename));//Create our new scanner
while(sc.hasNext()) {//While the scanner has information to read
String cmd = sc.next();//Read the next term
double x; double y; double radius;
switch(cmd) {
case "debug" :
System.out.println("debug cmd activated");
break;
case "add" ://Found an add command
x = sc.nextDouble();
y = sc.nextDouble();
String name = sc.next();
System.out.println("Insert node at "+x+" "+y+" with name "+name);
break;
case "delete" ://Found a delete command
x = sc.nextDouble();
y = sc.nextDouble();
System.out.println("Remove node at "+x+" "+y);
break;
case "search" ://Found a search command
x = sc.nextDouble();
y = sc.nextDouble();
radius = sc.nextDouble();
System.out.println("Search for node near "+x+" "+y+" within radius of "+radius);
break;
default ://Found an unrecognized command
System.out.println("Unrecognized input "+cmd);
break;
}
}
} catch (Exception e) {
e.printStackTrace();
}
}
}
This code will parse through a command file, read in each command and each of their parameters (if the command has one). It is important to note, however, that this code is not necessarily safe. It assumes that the command file given is properly formatted, and as such if a user decides to give the program a malformed file the program will behave in a possibly unknown way.
Depending on the structure of your file you may not wish to simply do the token method. Another approach would be to read in an entire line and then work from there. Consider this input file. We now have 3 commands that we must support.
1. insert {artist-name}<SEP>{song-name} - inserts a song using the information provided in the fields
remove {artist|song} {name} - removes a song given a song name or artist name
3. print {artist|song|blocks} - depending on the parameter value, you will print out either a complete listing of the artists contained in the database, or the songs, or else the free block list for the memory manager
So this time we have less commands to support, but more options for each command , no worries! We simply need to change our code just a little bit. We see this time that the insert command has no spacing between artist/song tokens. Rather it uses the seperator <SEP>.
public static void beginParsingByLine(String filename) {
try {
Scanner sc = new Scanner(new File(filename));
Scanner scancmd;//Declare two scanners one to read the file and one to read the text pulled from the file
while(sc.hasNextLine()) {//While we have text to read
String line = sc.nextLine();//Get our next line
scancmd = new Scanner(line);//Create a scanner from this line
String cmd = scancmd.next();//Get the first word (the command) on each line
String type;
switch(cmd) {
case "insert"://In the case of insert change our delimiter from white space to <SEP>
scancmd.useDelimiter("<SEP>");
String artist = scancmd.next();//Get the artist since it is before <SEP>
String song = scancmd.next();//Get the song title that follows <SEP>
System.out.println("Insert "+artist+" \\ "+song);
break;
case "remove":
type = scancmd.next();//Get the mode of deletion artist/song
String token = scancmd.nextLine();
//Since both artist titles and song titles have spaces
//get the rest of the line for the song/artist name
switch(type) {
case "artist":
System.out.println("Artist Delete: "+token);
break;
case "song":
System.out.println("Song Delete: "+token);
break;
default ://Error bad token
System.out.println("Error bad remove type " + type);
break;
}
break;
case "print"://Print command
type = scancmd.next();//get the type of print command
switch(type) {
case "artist":
System.out.println("Print artist mode");
break;
case "song":
System.out.println("Print song mode");
break;
case "blocks":
System.out.println("Print block mode");
break;
default:
System.out.println("Error bad print type" + type);
break;
}
break;
default :
System.out.println("Unrecognized input");
break;
}
}
} catch (Exception e) {
e.printStackTrace();
}
}
Seperating artists and song name on the same line can prove to be rather difficult due to the fact that either name might include a space or other traditional deliminator. By seperating these fields using <SEP>, we drastically reduce the possibilty of a valid name containing the delimeter.


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0
0
1
the transformation matrix
(adjust the numbers!)
x
y
1
a vector
(hover over the dots)
1
*
1
1
*
1
1
*
1
0
*
0
0
*
0
0
*
0
0
*
x
0
*
y
1
*
1
how to multiply transformation matrix & vector
(hover over each cell)
x'
y'
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new vector
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Button text 01
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Reports suspicious calls to System.arraycopy()
.
Warnings reported by this inspection are:
- source or destination which are not of an array type.
- source and destination have a different type.
- copied chunk length is always bigger than src.length - srcPos.
- copied chunk length is always bigger than dest.length - destPos.
- ranges always intersect in case, when source and destination is the same array.
Example:
void foo() {
int[] src = new int[] { 1, 2, 3, 4 };
System.arraycopy(src, 0, src, 1, 2); // warning: Copying to the same array with intersecting ranges
}


|
This project contains several distinct libraries, in different technologies, developed by PeopleWare and its clients. There are generally 3 types of libraries in this project.
|
||||||||||||||
|
Choice annoys
Most general libraries out there offer the possibility for customization, offer multiple choices, multiple ways of doing things, etc. The idea behind that is to make the library useful to as many people and projects as possible. That is a sensible way to do things for general libraries. But in the end, somebody has to make those choices, and commit to a given approach. The libraries in this project are geared to that end: take away the need to choose, make (and possibly enforce) well-thought out choices for you. This is done in the context of real-life projects we encounter. Our business mainly concerns information-handling administrative applications. The choices we make might not apply to you, but they do apply to a great number of projects. Code needed in the field
During most of our projects, these libraries are used and refined. Code is developed in a first project on a need-basis, with generalization in mind. On later projects, the code is refined and generalized as needed. Since PeopleWare does projects for different clients, the effort in developing these general libraries is shared. A later client profits from the efforts done for an earlier client, but in return accepts that evolutions in the libraries are used for future clients. Often, we also work together with developers that are employees of our client, and they also contribute to this code collection. Open Source
By putting this code under a liberal Open Source license, we avoid difficult intellectual rights issues. Furthermore, we believe that our choices, which have grown out of real-project needs and concerns, will also appeal to other developers and organizations out there. If you want to join the effort, please contact us. At certain times, parts of the code of this project will be offered to other Open Source projects for inclusion. |
We are currently consolidating this site and the Google Code site into a new Confluence site. As a result, at the moment neither site is complete or consistent. Our apologies. Where to go ...?
|
|||||||||||||
The projects
Other technologies added when they become available. |


Devices
Pull to Refresh
Disconnect
SmartFan
Connecting...
Smart Fan
Fan Control Instructions
Smart Mode
Press OFF three times to switch to manual mode.
Manual Mode
Press ON once to switch to smart mode.
Press ON twice to manually turn the fan on.
Press OFF twice to manually turn the fan off.
ON
OFF
Set Target Temp
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The jsPlumb Toolkit offers a comprehensive set of events to which you can subscribe. These are broadly broken up
into two categories - events fired by each Toolkit instance, which are events related to the underlying Graph, and
presentation-level events - those fired by the Surface component, either from a bind
on the Surface or via
event registrations in its View.
Several events - such as node addition/removal etc - are fired by both the Toolkit and any associated Surfaces, but the arguments passed to your callback differ slightly: events fired by Surfaces contain DOM elements along with Toolkit objects, whereas Toolkit events pass strictly Toolkit objects.
You bind to events on an instance of the jsPlumb Toolkit with the bind
method:
toolkit.bind("dataLoadEnd", function(d) {
console.log("the data is", d);
});
| Event | Description | Parameters |
|---|---|---|
| dataLoadStart | Notification that loading of a dataset by the Toolkit instance has begun. This event is fired at the beginning of the `load` method. | - |
| dataLoadEnd | Notification that loading of a dataset by the Toolkit instance has been completed. Fired at the end of the `load` method. | - |
| dataAppendStart | Notification that incremental loading of a dataset by the Toolkit instance has begun. This event is fired at the beginning of the `append` method. | - |
| dataAppendEnd | Notification that incremental loading of a dataset by the Toolkit instance has been completed. Fired at the end of the `append` method. | - |
| graphCleared | Notification that the underlying graph was cleared. | - |
| graphChanged | Notification that the underlying graph was changed. | - |
| nodeAdded | Notification that a new Node has been added to the data model. The callback is passed the Node as argument. |
|
| nodeRemoved | Notification that a Node has been removed from the data model. |
|
| edgeAdded | Notification that a new Edge has been added to the data model. |
|
| edgeRemoved | Notification that an Edge has been removed from the data model. |
|
| edgeTarget | Notification that the target for some Edge has changed. |
|
| edgeTarget | Notification that the source for some Edge has changed. |
|
| portAdded | Notification that a Port has been added to some Node. |
|
| portRemoved | Notification that a Port has been removed from some Node. |
|
| nodeRefreshed | Notification that the data for some Node has changed. Generally fired as a result of calling `refreshNode` on an instance of the Toolkit. All Surfaces subscribe to this event and redraw the UI as needed in response. |
|
| edgeRefreshed | Notification that the data for some Edge has changed. Generally fired as a result of calling `refreshEdge` on an instance of the Toolkit. All Surfaces subscribe to this event and redraw the UI as needed in response. |
|
| portRefreshed | Notification that the data for some Port has changed. Generally fired as a result of calling `refreshPort` on an instance of the Toolkit. All Surfaces subscribe to this event and redraw the UI as needed in response. |
|
| nodeUpdated | Notification that the data for some Node has changed. Fired as a result of calling `updateNode` on an instance of the Toolkit. |
|
| edgeUpdated | Notification that the data for some Edge has changed. Fired as a result of calling `updateEdge` on an instance of the Toolkit. |
|
| portUpdated | Notification that the data for some Port has changed. Fired as a result of calling `updatePort` on an instance of the Toolkit. |
|
| dataUpdated | Notification that the data for some object has changed. This event is fired after any - and all - other event that has modified the data. | - |
An instance of the Toolkit instance may have zero or more Surfaces attached to it. The Surface widget fires a
number of events that you can listen to in order to hook into the rendering process. For instance, you might
subscribe to the nodeAdded
event in order to attach behaviour to each of your nodes as they are drawn on screen.
Or you might subscribe to edgeAdded
in order to be able to take action when a user has established a new
connection using the mouse.
Many of these events are re-posted Toolkit events, and for these you can choose to subscribe on either the Toolkit instance or on each Surface. The difference is that when you subscribe to a Surface's version of these events, you will often also get an associated DOM element, which can be useful.
Note the vast majority of events pass a single argument - params
- to your listener, so the parameter
lists refer to the possible properties in that object. Where an event differs you will see the difference in
the callback's method signature.
Events on the Surface widget are discussed in detail in the Surface widget documentation.
In the view
parameter you supply to a render
call, you can register events in Node, Port and Edge
definitions. This is discussed in detail in the Surface widget documentation.


World of Warcraft's Next Expansion Is Shadowlands
by Alex WalkerWhat's next for Azeroth? As it turns out, Sylvanas needs an army.
The undead leader and former Warchief of the Horde was the centrepiece of the major Blizzcon 2019 reveal, squaring off against the Lich King. Shadowlands, the new expansion, has dispensed with the Lich King for the first time in WoW's history.
In practical terms, that means the afterlife is now the new zone for players to explore in modern WoW. The realm is the home of the power for Death Knights and many of the spirits in the world of Azeroth. Players will choose a covenant, according to a gameplay reveal, and the expansion will release sometime in 2020.
More to come...
The author travelled to Blizzcon 2019 as a guest of Blizzard.


Toggle navigation
tfio
0.4.1
Home
Tutorials
TensorFlow IO Basics
Reference
R interface to TensorFlow IO
This is the R interface to datasets and filesystem extensions maintained by SIG-IO.
Links
Download from CRAN at
https://cloud.r-project.org/package=tfio
Browse source code at
https://github.com/tensorflow/io
Report a bug at
https://github.com/tensorflow/io/issues
License
Apache License 2.0
Developers
TensorFlow IO Contributors
Author, copyright holder
(Full list of contributors can be found at
)
Yuan Tang
Author, maintainer
All authors...


class Builder : ObjectBuilder<BillingDetails>
<init> |
Builder() |
build |
fun build(): BillingDetails |
setAddress |
fun setAddress(address: Address?): Builder |
setEmail |
fun setEmail(email: String?): Builder |
setName |
fun setName(name: String?): Builder |
setPhone |
fun setPhone(phone: String?): Builder |


WordPress has been one of the most powerful changes to the online landscape since inception. It offers people the chance to create easy to manage and update websites using only a few clicks.
With extremely professional themes and designs out there for less than £50, people are starting whole web design businesses just using WordPress.
However, what makes it so powerful for people is the plug-ins. Out there are thousands of downloads which can revolutionize your website and give you incredible features and additions you need to pay a designer thousands to have on your own site.
Check all of these plug-ins below to find the best way to give your website all the power and help that it needs;
Yoast Yoast offers you a simple SEO management tool. It allows you to optimize and analyse your web content, and generate XML sitemaps which the search engines absolutely love when it comes to ranking your site. This gives you all the protection and assistance that your site needs so you know if you have designed the site properly, and generated the content in the right manner. Well worth having on your side if you want to do some basic on-site SEO.
W3 Total Cache This is the only plug-in of its kind out there on the market. it offers a WordPress Performance Optimization plan which effectively makes your website faster, stronger and better than it was before. It works with just about any web host and will automatically burrow in and do all of the most important aspects your website needs to run at its very best. A must have.
Google XML Sitemaps A sitemap is a great way to give the search engines a helping hand. It lets them settle in easily to the system and create fully fledged and easy to manage codes that allow the search engines to index your website efficiently and in the right order. A must for any SEO do-gooder out there, as it gives you the access you are going to need to the “good side” of the search engines.
WP-Optimize This effectively cleans up the database and the background info of your WordPress site. If you constantly make changes or try things you aren’t quite sure of this can be a good way to get things running properly again. It even works without phpMyAdmin, which is a life saver as that place can be a mine-field for those without extensive WP experience. This is a great mod, and one of the few like it out there.
WP Clean Up Like Optimize above, it hunts down things you don’t want interfering with your site and its progress. It removes things like revisions and drafts from the system, helping clear up valuable system space and giving your project the protection and pace it needs. A slow website will not get visitors and this plug-in can help get rid of all the “gunk” within your database and make your site run faster than it has before.
WP Smush It This simply plug-in offers a brilliant way to optimize the images on your website. It can convert images to the right file type for easy loading and sharing, optimizes compressing of all images across the website so they look the best they can while taking up less data, and it removes all indexed images which are un-used. This is a powerful tool that can give you a much quicker way to making your website quicker to load and more enjoyable to use. A must have.
Gravity Forms Gravity Forms are easy to customize and include contact forms for your website. Whether you want to sell products, set up enquiry lines, or just want a cool section added to your website, this is a necessity. This is simple to set up and looks good with just about any theme, well worth your time and your effort.
Head Cleaner This great little tool is working all in the name of making your website quicker than it was before. It cleans up tags and removes unneeded extras from your header and your footer. This will help your website load faster as it will be able to load your style sheets and the like much quicker than it used to. Well worth installing – it only takes a few seconds.
Hotfix Hotfix is an unofficial WP “patch” that fixes common errors and problems that others are sick of waiting for WP to sort themselves. This means you can get a nice little solution to some of those silly problems that occur for no reason at all, taking the stress from yourself and letting you concentrate on building a good website!
Jetpack Powering up your website with the strength of the WordPress cloud, you can find out amazing stats and info about how your website is performing. It also allows you to set up several other features like social networking and comment systems, contact forms included and easily embedding media files from websites like YouTube with just a few clicks. More than worth having alongside your other plug-ins as it can make your site much more powerful overall.
Link Library This will help keep track of all the links on your website, allowing you to easily see where things are going from one end to the other. You can even search through the list to see what you are up against and what you need to improve upon on our site. Nice and simple but extremely effective and can give your site the edge it needs.
NextGEN Gallery A simple photo gallery plug-in that gives your site a much needed photographic boost. Easy to use and implement slideshows etc. you can create quick and easy gallery pages for your own websites or your clients using this awesome tool.
WordPress Importer This lets you bring in settings and features with ease. If you are using a WP theme it may come with a document which can be used with the Importer, which will then set up the website for you and leave you with a simple to manage website that is already set up for you. an extremely useful plug-in for optimizing a theme or downloaded design.
WP Google Analytics Lets you easily track the analytics and design of your site, allowing you to find out useful data like how fast your site is, how many links are coming to your site, as well as a custom check on each page to find out everything from how many visited to how long they stayed for. this type of data can be invaluable to the overall mastering and running of your website.
WP Total Hacks WP Total Hacks gives you access to basically anything you can think of within the WP site or the control panel itself. From the favicon to the logo at the top of the login page, you can completely alter this to make the login page of your WP site look like something far more professional and unique. An excellent way to continue to build your sites brand and improve its image for the future.


- Project numer:
- 11
- Competition:
- Connected digital additive manufacturing
- Funding body:
- Innovate UK
You have completed all of the required steps to set up your project.
Your project will begin on 15th March 2018.
To complete
(1)
(1)
Current tasks
There are no current tasks to complete.
Your tasks require action from Innovate UK and will appear when they are ready.
There are no current tasks to complete.
You have completed all tasks.
-
Bank details
Each organisation must submit their bank details to be reviewed.
To be completed -
Other documents
The Project Manager must upload these documents to set up the project.
To be completed -
Finance checks
You have a pending finance query to respond to.
Pending query -
Spend profile
Each organisation must submit their spend profile to the lead for review by Innovate UK.
To be completed -
Grant offer letter
The Project Manager must sign and upload the grant offer letter.
To be completed
There are no pending tasks to complete.
You have completed all tasks.
-
Monitoring Officer
Innovate UK are assigning you a Monitoring Officer.
Pending -
Bank details
You bank details are being reviewed by Innovate UK.
Awaiting review -
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module docgenerator
class DocumentationGenerator
This is the main class of JScribe.
Create instance of this class and call jscribe.core.docgenerator.DocumentationGenerator.generate_documentation to create documentation.
attribute GENERATORS {dict={ 'html': HTMLDocumentationGenerator}}
Map of generator names and its coresponding classes. If you add new generator to JScribe then you have to add it here also.
constructor method __init__(self, settings_path)
-
self
-
settings_path {unicode}
Path to settings file (json).
Init. Internally calls jscribe.core.docgenerator.DocumentationGenerator._get_doc_data so doc data is collected on initialize.
private method _load_tag_settings(self, tag_settings_path)
-
self
-
tag_settings_path {str}
Path to json file or python module path.
Load tag settings from file.
If given tag_settings_path
is python module then it imports TAG_SETTINGS
attribute from that module. If it's json file, then loads data from that file.
private method _get_doc_data(self)
-
self
Discovers source files paths (basing on paths and regexes in settings) and collects documentation data from it.
method generate_documentation(self)
-
self
Generates documentation using given in settings generator class and collected doc data.


Interest that accrues on the initial principal and the accumulated interest of a principal deposit, loan or debt. Compounding of interest allows a principal amount to grow at a faster rate than simple interest, which is calculated as a percentage of only the principal amount.
Compound Interest = P x (1 + R)^N
Where:
The more frequently interest is added to the principal, the faster the principal grows and the higher the compound interest will be. The frequency at which the interest is compounded is established at the initial stages of securing the loan. Generally, interest tends to be calculated on an annual basis, although other terms may be established at the time of the loan.


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We use technology everyday to communicate with members of our family, friends and colleagues. We have many communication channels available, from social media to instant message services, email, phone, etc. Having all those systems at our disposal, sharing information should be easier but that is not always the case: we often face communication problems even with the members of our household.
JARVIS is an integrated shared media surface aiming at bringing household members together and helping them organize their daily life.
JARVIS is the result of a thorough user research on information sharing problems encountered in modern-day households.
Developed in an iterative manner and integrated in a dining table, JARVIS combines digital with analog tools for sharing information.
UX/UI designer
Ines Camara, Arthur Ebrahimi, Adriaan van der Jagt, Ewa Piotrowska, Serena Sheng & Joost Verkaik
Sketch, Invision, HTML, Javascript, PHP, Google APIs, Photoshop
In order to understand who our stakeholders are and what problems our target users encounter in their daily life, we conducted an online survey with 227 participants. Participants indicated three main problems when it comes to sharing information within a household: miscommunication, too many communication channels and the lack of real-time information synchronization. The survey also revealed that household members tend to mostly share information about appointments and location.
This information is usually shared either digitally through chat, or analogically. Examples of analog tools are notepads and sticky notes. Household members use the kitchen or dining table as a place for the exchange of information.
As households with roommates proved to be the group that encounters most problems while sharing information, we decided to consider people between 18 to 35 years old who share a home, as our target group.
In order to better understand the needs, goals and frustrations of our target users, we used two personas, Sandra and Peter, and identified three possible scenarios.
Sandra is 21. She is from Greece. She is studying English at the University of Leiden (Netherlands). She speaks Greek, English and Dutch. She sometimes teaches Dutch to international students and spends the little money she gets on travelling, her biggest passion. In her free time, she likes writing on her own blog. She's been blogging about travelling and lifestyle for about 3 years, and about expat life in the Netherlands for 1 year. She would love to make money with her publications. However, she thinks she first needs to make the design of her blog more appealing. Her greatest frustration is not being able to customize her blog by herself. She's been helped a couple of times by her room-mate Aldo, who is a programmer. She doesn't want to ask him everytime she needs to change something so she's trying to learn programming through an online course. However, she really struggles to understand.
Peter is 21. He is from the Netherlands. He studies Computer Science at the Technical University of Delft. He is very good at programming and builds websites for friends. He normally does it for free, as a favour. He spends his free time playing videogames or watching gamers online. He would really like to become a professional gamer. His second life dream, which he thinks is more realistic, is starting his own game development company with his best friend Bas. He would like to spend more time thinking on the idea and creating a business plan, but he is very busy with all his courses. Specially, paper writing takes up most of his time, as he is not very skilled. That frustrates him as he would rather spend time programming, gaming or working on his own company.
Sandra has heard about assignment.com and would like to sign up to offer Dutch classes.
Peter has registered at assignment.com and would like to check if there is someone available to proofread his paper.
Sandra has just finished an assignment.
Users first need to create an account to interact with the platform. In their profile, they can list the skills they would like to offer and their availability. Every user starts with 1-hour credit. To find potential assignees, users can browse through the homepage or use the search bar and filters to look for specific skills.
To assign a user to a certain task, the assigner should click on the assignme button on the assignee's profile page. That would open a direct message window to the potential assignee, where both users can negotiate the duration of the assignment.
After an assignment has been completed, the assignee will get credits for the number of hours invested. Similarly, the assigner will get his or her credit reduced. The assigner will be asked to leave a review to the assignee, that will appear on his or her profile.


jQThumb
Play Ground
Image URL:
Width:
PX
%
Auto (full width)
Height:
PX
%
Auto (full height)
Y Position:
PX
%
X Position:
PX
%
Zoom:
Render Position:
Before
After
On Demand:
False
True
On Demand Event:
scroll
click
mouseenter
Threshold:
Method:
Auto
CSS3 (modern browsers that support CSS3)
Native (older browsers)
Generate
Kill


Before Change
//根据entity2和关系查找enitty1
def findOtherEntities2(self,entity,relation):
answer = self.graph.data("MATCH (n1)- [rel:RELATION {type:\""+relation+"\"}] -> (n2:HudongItem {title:\"" + entity + "\"}) RETURN n1,rel,n2" )
if(len(answer) == 0):
answer = self.graph.data("MATCH (n1)- [rel:RELATION {type:\""+relation+"\"}] -> (n2:NewNode {title:\"" + entity + "\"}) RETURN n1,rel,n2" )
return answer
//根据两个实体查询它们之间的关系
After Change
//根据entity2和关系查找enitty1
def findOtherEntities2(self,entity,relation):
answer = self.graph.run("MATCH (n1)- [rel:RELATION {type:\""+relation+"\"}] -> (n2:HudongItem {title:\"" + entity + "\"}) RETURN n1,rel,n2" ).data()
print(answer)
if(answer is None):
answer = self.graph.run("MATCH (n1)- [rel:RELATION {type:\""+relation+"\"}] -> (n2:NewNode {title:\"" + entity + "\"}) RETURN n1,rel,n2" ).data()
return answer
//根据两个实体查询它们之间的最短路径


| Methods Summary | ||
|---|---|---|
public static
|
||
public static
|
#
block( string $data = '', BenHarold\Blockchain\Block $previous_block )
Mine a block that extends a blockchain.
|
|
public static
|
#
hash_starts_with_n_zeros( BenHarold\Blockchain\Block $block , int $n )
Check that a block hash begins with a specific number of zeros.
|
| Properties Summary | ||
|---|---|---|
public static
int
|
$difficulty
|
#
5
|


--- title: "Exhibitions" description: Détours has been featured in the following exhibitions... image: /img/header-3.jpg ---


Ferndale house fire prompts warning
by Staff WriterA FIRE has engulfed a Ferndale home and damaged the house next door this morning, with the cost of damage estimated to be more than half a million dollars.
A Department of Fire and Emergency Services spokesperson said a single-storey brick and tin roof house on Metcalfe Road, near the intersection of Clovelly Crescent, caught on fire.
“We had a call come in at 9.50am,” he said.
“The body of the fire looks to have started in the patio or garage area.
“It looked like the house next door briefly caught on fire as well.”
The DFES spokesperson said the fire caused an estimated $500,000 in damages to the Ferndale home and a further estimated $20,000 in damages to the structure next door.
A St John Ambulance spokesperson said an elderly man was treated at the scene for minor smoke inhalation but was not transported to hospital.
The fire was extinguished by 1.17pm but DFES have issued a Structure Fire advice for Ferndale residents.
“People are asked to avoid the area due to the presence of asbestos,” the advice says.
Roads have been reopened but motorists are asked to avoid the area as emergency services monitor the area.
Eight fire appliances were at the scene.
WHAT TO DO:
As a precautionary measure, people in the area should remain inside, out of the smoke or fumes, with doors and windows closed. Air conditioners should also be switched off.
People should stay away from the area. If you are already in the area take advice from emergency services personnel.
People with medical concerns should contact their local doctor or call Health Direct on 1800 022 222.

Road information may also be available by calling Main Roads WA on 138 138 or visiting www.mainroads.wa.gov.au.


import "text/template/parse"
Package parse builds parse trees for templates as defined by text/template and html/template. Clients should use those packages to construct templates rather than this one, which provides shared internal data structures not intended for general use.
IsEmptyTree reports whether this tree (node) is empty of everything but space.
func Parse(name, text, leftDelim, rightDelim string, funcs ...map[string]interface{}) (map[string]*Tree, error)
Parse returns a map from template name to parse.Tree, created by parsing the templates described in the argument string. The top-level template will be given the specified name. If an error is encountered, parsing stops and an empty map is returned with the error.
type ActionNode struct { NodeType Pos Line int // The line number in the input. Deprecated: Kept for compatibility. Pipe *PipeNode // The pipeline in the action. // contains filtered or unexported fields }
ActionNode holds an action (something bounded by delimiters). Control actions have their own nodes; ActionNode represents simple ones such as field evaluations and parenthesized pipelines.
func (a *ActionNode) Copy() Node
func (a *ActionNode) String() string
type BoolNode struct { NodeType Pos True bool // The value of the boolean constant. // contains filtered or unexported fields }
BoolNode holds a boolean constant.
type BranchNode struct { NodeType Pos Line int // The line number in the input. Deprecated: Kept for compatibility. Pipe *PipeNode // The pipeline to be evaluated. List *ListNode // What to execute if the value is non-empty. ElseList *ListNode // What to execute if the value is empty (nil if absent). // contains filtered or unexported fields }
BranchNode is the common representation of if, range, and with.
func (b *BranchNode) Copy() Node
func (b *BranchNode) String() string
type ChainNode struct { NodeType Pos Node Node Field []string // The identifiers in lexical order. // contains filtered or unexported fields }
ChainNode holds a term followed by a chain of field accesses (identifier starting with '.'). The names may be chained ('.x.y'). The periods are dropped from each ident.
Add adds the named field (which should start with a period) to the end of the chain.
type CommandNode struct { NodeType Pos Args []Node // Arguments in lexical order: Identifier, field, or constant. // contains filtered or unexported fields }
CommandNode holds a command (a pipeline inside an evaluating action).
func (c *CommandNode) Copy() Node
func (c *CommandNode) String() string
DotNode holds the special identifier '.'.
type FieldNode struct { NodeType Pos Ident []string // The identifiers in lexical order. // contains filtered or unexported fields }
FieldNode holds a field (identifier starting with '.'). The names may be chained ('.x.y'). The period is dropped from each ident.
type IdentifierNode struct { NodeType Pos Ident string // The identifier's name. // contains filtered or unexported fields }
IdentifierNode holds an identifier.
func NewIdentifier(ident string) *IdentifierNode
NewIdentifier returns a new IdentifierNode with the given identifier name.
func (i *IdentifierNode) Copy() Node
func (i *IdentifierNode) SetPos(pos Pos) *IdentifierNode
SetPos sets the position. NewIdentifier is a public method so we can't modify its signature. Chained for convenience. TODO: fix one day?
func (i *IdentifierNode) SetTree(t *Tree) *IdentifierNode
SetTree sets the parent tree for the node. NewIdentifier is a public method so we can't modify its signature. Chained for convenience. TODO: fix one day?
func (i *IdentifierNode) String() string
type IfNode struct { BranchNode }
IfNode represents an {{if}} action and its commands.
type ListNode struct { NodeType Pos Nodes []Node // The element nodes in lexical order. // contains filtered or unexported fields }
ListNode holds a sequence of nodes.
NilNode holds the special identifier 'nil' representing an untyped nil constant.
type Node interface { Type() NodeType String() string // Copy does a deep copy of the Node and all its components. // To avoid type assertions, some XxxNodes also have specialized // CopyXxx methods that return *XxxNode. Copy() Node Position() Pos // byte position of start of node in full original input string // contains filtered or unexported methods }
A Node is an element in the parse tree. The interface is trivial. The interface contains an unexported method so that only types local to this package can satisfy it.
NodeType identifies the type of a parse tree node.
const ( NodeText NodeType = iota // Plain text. NodeAction // A non-control action such as a field evaluation. NodeBool // A boolean constant. NodeChain // A sequence of field accesses. NodeCommand // An element of a pipeline. NodeDot // The cursor, dot. NodeField // A field or method name. NodeIdentifier // An identifier; always a function name. NodeIf // An if action. NodeList // A list of Nodes. NodeNil // An untyped nil constant. NodeNumber // A numerical constant. NodePipe // A pipeline of commands. NodeRange // A range action. NodeString // A string constant. NodeTemplate // A template invocation action. NodeVariable // A $ variable. NodeWith // A with action. )
Type returns itself and provides an easy default implementation for embedding in a Node. Embedded in all non-trivial Nodes.
type NumberNode struct { NodeType Pos IsInt bool // Number has an integral value. IsUint bool // Number has an unsigned integral value. IsFloat bool // Number has a floating-point value. IsComplex bool // Number is complex. Int64 int64 // The signed integer value. Uint64 uint64 // The unsigned integer value. Float64 float64 // The floating-point value. Complex128 complex128 // The complex value. Text string // The original textual representation from the input. // contains filtered or unexported fields }
NumberNode holds a number: signed or unsigned integer, float, or complex. The value is parsed and stored under all the types that can represent the value. This simulates in a small amount of code the behavior of Go's ideal constants.
func (n *NumberNode) Copy() Node
func (n *NumberNode) String() string
type PipeNode struct { NodeType Pos Line int // The line number in the input. Deprecated: Kept for compatibility. Decl []*VariableNode // Variable declarations in lexical order. Cmds []*CommandNode // The commands in lexical order. // contains filtered or unexported fields }
PipeNode holds a pipeline with optional declaration
Pos represents a byte position in the original input text from which this template was parsed.
type RangeNode struct { BranchNode }
RangeNode represents a {{range}} action and its commands.
type StringNode struct { NodeType Pos Quoted string // The original text of the string, with quotes. Text string // The string, after quote processing. // contains filtered or unexported fields }
StringNode holds a string constant. The value has been "unquoted".
func (s *StringNode) Copy() Node
func (s *StringNode) String() string
type TemplateNode struct { NodeType Pos Line int // The line number in the input. Deprecated: Kept for compatibility. Name string // The name of the template (unquoted). Pipe *PipeNode // The command to evaluate as dot for the template. // contains filtered or unexported fields }
TemplateNode represents a {{template}} action.
func (t *TemplateNode) Copy() Node
func (t *TemplateNode) String() string
type TextNode struct { NodeType Pos Text []byte // The text; may span newlines. // contains filtered or unexported fields }
TextNode holds plain text.
type Tree struct { Name string // name of the template represented by the tree. ParseName string // name of the top-level template during parsing, for error messages. Root *ListNode // top-level root of the tree. // contains filtered or unexported fields }
Tree is the representation of a single parsed template.
New allocates a new parse tree with the given name.
Copy returns a copy of the Tree. Any parsing state is discarded.
ErrorContext returns a textual representation of the location of the node in the input text. The receiver is only used when the node does not have a pointer to the tree inside, which can occur in old code.
func (t *Tree) Parse(text, leftDelim, rightDelim string, treeSet map[string]*Tree, funcs ...map[string]interface{}) (tree *Tree, err error)
Parse parses the template definition string to construct a representation of the template for execution. If either action delimiter string is empty, the default ("{{" or "}}") is used. Embedded template definitions are added to the treeSet map.
type VariableNode struct { NodeType Pos Ident []string // Variable name and fields in lexical order. // contains filtered or unexported fields }
VariableNode holds a list of variable names, possibly with chained field accesses. The dollar sign is part of the (first) name.
func (v *VariableNode) Copy() Node
func (v *VariableNode) String() string
type WithNode struct { BranchNode }
WithNode represents a {{with}} action and its commands.


class: center, middle ### W4995 Applied Machine Learning # LSA & Topic Models 04/09/18 Andreas C. Müller ??? FIXME classification with LDA? FIXME How to apply LDA (and NMF?) to test-data FIXME do MCMC LDA (code)? FIXME theory before practice? FIXME classification with logisticregressioncv instead of fixed C? FIXME preprocessing for LDA: mention no tfidf. FIXME Edward is called bayes flow now? FIXME Classification with NMF. FIXME dirichlet distribution better explanation --- # Beyond Bags of Words Limitations of bag of words: - Semantics of words not captured - Synonymous words not represented - Very distributed representation of documents --- # Latent Semantic Analysis (LSA) - Reduce dimensionality of data. - Can't use PCA: can't subtract the mean (sparse data) - Instead of PCA: Just do SVD, truncate. - "Semantic" features, dense representation. - Easy to compute - convex optimization --- # LSA with Truncated SVD .smaller[ ```python from sklearn.feature_extraction.text import CountVectorizer vect = CountVectorizer(stop_words="english", min_df=4) X_train = vect.fit_transform(text_train) X_train.shape ``` ``` (25000, 30462) ``` ```python from sklearn.decomposition import TruncatedSVD lsa = TruncatedSVD(n_components=100) X_lsa = lsa.fit_transform(X_train) lsa.components_.shape ``` ``` (100, 30462) ``` ] --- .smaller[ ```python plt.semilogy(lsa.explained_variance_ratio_) ``` ] .center[ ![:scale 70%](images/lsa_truncated_svd_plot.png) ] --- # First Six eigenvectors .center[ ![:scale 100%](images/lsa_six_eigvec.png) ] ??? Points in direction of mean --- # Scale before LSA ```python from sklearn.preprocessing import MaxAbsScaler scaler = MaxAbsScaler() X_scaled = scaler.fit_transform(X_train) lsa_scaled = TruncatedSVD(n_components=100) X_lsa_scaled = lsa_scaled.fit_transform(X_nscaled) ``` ??? - "Movie" and "Film" were dominating first couple of components. Try to get rid of that effect. --- # Eigenvectors after scaling .center[ ![:scale 100%](images/lsa_six_eigvec_scaled.png) ] ??? - Movie and film still important, but not that dominant any more. --- # Some Components Capture Sentiment .smallest[ ```python plt.scatter(X_lsa_scaled[:, 1], X_lsa_scaled[:, 3], alpha=.1, c=y_train) ``` ] .center[ ![:scale 35%](images/capture_sentiment.png) ] .smallest[ ```python lr_lsa = LogisticRegression(C=100).fit(X_lsa_scaled[:, :10], y_train) lr_lsa.score(X_test_lsa_scaled[:, :10], y_test)``` ``` 0.827 ``` ```python lr_lsa.score(X_lsa_scaled[:, :10], y_train) ``` ``` 0.827 ``` ] ??? - Not competitive but reasonable with just 10 components --- class: center, middle # Topic Models --- class: spacious # Motivation - Each document is created as a mixture of topics - Topics are distributions over words - Learn topics and composition of documents simultaneously - Unsupervised (and possibly ill-defined) --- # NMF for topic models .center[ ![:scale 80%](images/nmf.png) ] --- # NMF objectives `$$\large d_{Fro} = \frac{1}{2} ||X - HW||_{\mathrm{Fro}}^2 = \frac{1}{2} \sum_{i,j} (X_{ij} - (HW)_{ij})^2$$` `$$\large d_{KL}(X, HW) = \sum_{i,j} \left(X_{ij} \log\left(\frac{X_{ij}}{(HW)_{ij}}\right) - X_{ij} + (HW)_{ij}\right)$$` ??? FIXME add non-negative constraints --- # NMF for topic models .center[ ![:scale 95%](images/nmf_1.png) ] ??? - Each row of W corresponds to one "topic" --- # NMF on Scaled Data .smallest[ ```python nmf_scale = NMF(n_components=100, verbose=10, tol=0.01) nmf_scale.fit(X_scaled) ``` ] .center[ ![:scale 65%](images/nmf_scaled_plot.png) ] ??? Sorted by "most active" components --- class: center # NMF components without scaling ![:scale 70%](images/nmf_topics_no_scaling.png) --- class: center # NMF with tfidf ![:scale 70%](images/nmf_topics_tfidf.png) --- # NMF with tfidf and 10 components .center[ ![:scale 70%](images/tfidf_10comp_plot.png) ] --- class: center, middle #Latent Dirichlet Allocation # (the other LDA) --- # The LDA Model .center[ ![:scale 90%](images/lda_model.png) ] .smallest[ (stolen from Dave and John) ] ??? - Generative probabilistic model (similar to mixture model) - Bayesian graphical model - Learning is probabilistic inference - Non-convex optimization (even harder than mixture models) --- .center[ ![:scale 70%](images/lda_params.png) ] .smallest[ - For each topic $k$, draw $\phi_k \sim \text{Dirichlet}(\beta), k = 1 ... K$ - For each document $d$ draw $\theta_d \sim \text{Dirichlet}(\alpha), d = 1 ... D$ - For each word $i$ in document $d$: * Draw a topic index $z_{di} \sim \text{Multinomial}(\theta_d)$ * Draw the observed word $w_{ij} \sim \text{Multinomial}(\beta_z)$ - (taken from Yang Ruan, Changsi An (http://salsahpc.indiana.edu/b649proj/proj3.html) ] ??? - K topics = multinomial distributions over words - "mixture weights" for each document: * How important is each topic for this document * Each document contains multiple topics! --- # Two Schools (of solvers) .left-column[ Gibbs Sampling - Implements MCMC - Standard procedure for any probabilistic model - Very accuracte - Very slow ] .right-column[ Variational Inference - Extension of expectation-maximization algorithm - Deterministic - fast(er) - Less accurate solutions - Championed by Dave Blei ] --- # Pick a solver - “Small data” (<= 10k? Documents): * Gibbs sampling (lda package, MALLET in Java) - “Medium data” (<= 1M? Documents): * Variational Inference (scikit-learn future default) - “Large Data” (>1M? Documents): * Stochastic Variational Inference (scikit-learn current default) * SVI allows online learning (partial_fit) - Edward by Dustin Tran: http://edwardlib.org/ * Tensor-flow based framework for stochastic variational inference. ??? - Remember SGD Lecture (and Leon Bottou): * More data beats better inference (often) Variational might be more sensitive to hyper parameters? Or give different results? --- .smallest[ ```python from sklearn.decomposition import LatentDirichletAllocation lda = LatentDirichletAllocation(n_components=10, learning_method="batch") X_lda = lda.fit_transform(X_train) ``` ] .center[ ![:scale 70%](images/lda_plot_1.png) ] ??? - Very generic, similar to NMF(n_components=10). TV Series, “family drama”, and “history / war” topics --- .smallest[ ```python lda100 = LatentDirichletAllocation(n_components=100, learning_method="batch") X_lda100 = lda100.fit_transform(X_train) ``` ] .center[ ![:scale 60%](images/lda_plot_2.png) ] --- .center[ ![:scale 80%](images/lda_topics.png) ] --- # Hyper-Parameters - $\alpha$ (or $\theta$) = doc_topic_prior - $\beta$ (or $\eta$) = topic_word_prior - Both dirichlet distributions - Large value $\xrightarrow[]{}$ more dispersed - Small value $\xrightarrow[]{}$ more concentrated .center[ ![:scale 50%](images/lda_params.png) ] --- # Dirichlet Distributions .left-column[ PDF: $\qquad \frac{1}{B(\alpha)} \Pi_{i=1}^{K}{x_i^{\alpha_i - 1}}$ ] .right-column[ Mean: $\qquad E[X_i] = \frac{\alpha_i}{\sum_k{\alpha_k}}$ ] .center[ ![:scale 60%](images/dirichlet_dist.png) ] --- # Conjugate Prior - Prior is called "conjugate" of the posterior has the same form as prior $$ P(\theta | x) = \frac{p(x | \theta)p(\theta)}{\int_{}^{} p(x | \theta^\prime)p(\theta^\prime)d\theta^\prime} $$ -- Multinomial $$ P(x_1, \dots, x_k |n, p_1, \dots, p_k) = \frac{n!}{x_1! \dots x_k!} p_1^{x_1} \dots p_k^{x^k}$$ Dirichlet `$$ P(x_1, \dots, x_k | \alpha_1, \dots \alpha_k)=\frac{1}{B(\alpha)} x_1^{\alpha_1 - 1} \dots x_k^{\alpha_k - 1} $$` ??? - if $p(x|\theta)$ is multimnomial (discrete distribution),
then $p(\theta) = \text{Dirichlet}(...)$ is a conjugate prior. --- # (Block) Gibbs Sampling for LDA .center[ ![:scale 50%](images/lda_params.png) ] -- `$p(z_{iv} = k \, \vert \, \mathbf{\theta}_i, \phi_k) \propto \exp(\log \theta_{ik} + \log \phi_{k, y_{iv}})$` `$p(\theta_i \, \vert \, z_{iv} = k, \phi_k) = \text{Dir}(\alpha + \sum_l \mathbb{I}(z_{il} = k))$` `$p(\phi_k \, \vert \, z_{iv} = k, \mathbf{\theta}_i) = \text{Dir}(\beta + \sum_i \sum_l \mathbb{I}(y_{il} = v, z_{il} = k))$` ??? i is index for documents, v is index for words in document, k index for topics. z is word-topic assignments. $z_{iv}=k$ means word v in document i is assigned topic k. $\theta$ is document topic distribution, $\theta_{ik}$ is the probability of a word in document i to come from topic k. $y_{iv}$ is the actual word (word-index) of word v in document i. $\phi_{k, y}$ is the probability of a drawing word y from document k. $\phi_{k, y_{iv}}$ is the probability --- # Collapsed Gibbs Sampling for LDA .center[ ![:scale 50%](images/lda_params.png) ] Sample only `$p(z_i=k|\mathbf{z}_{-i})$` Compute $\theta$, $\phi$ from $\mathbf{z}$ ??? Now looking at all documents together (i goes over words and documents). $z_{-i}$ is word-topic assignments for all other words for all documents. Now sequential problem! --- # Further Reading - Rethinking LDA: Why Priors Matter - Hanna Wallach - LDA Revisited: Entropy, Prior and Convergence – Zhang et. al. --- class: middle # Questions ?


{% extends 'base.html' %} {% block content %}
Days: {% for day_group_day in daygroup.daygroupday_set.all %} {{ day_group_day.day.number }} {% endfor %}
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Our name is derived from two Latin words which express renewal and trust.
Our mission is to live up to our name by combining a fresh approach with integrity and experience to offer a comprehensive and discreet service.
Verfides originally started its operation in the early Seventies and during its existence it has been owned by multinational investment banks. Verfides is now independent and fully owned by its management. Our Management team brings together qualified and highly-respected professionals with longstanding experience in the provision of specialised services to private clients.
Verfides has offices in key international financial centres. To extend our reach globally and deliver the very best knowledge and resources for the benefit of our clients, we also partner with outstanding professionals worldwide.
We stress creativity and imagination in everything we do. Our mission is to live up to our name by combining a fresh approach with integrity and experience to offer a unique and dedicated service.
We know that the needs of each client are unique and so we tailor our advice and solutions to their specific requirements. We always bring our commitment, excellence and enterprise to ensure outstanding service to all our clients. We pride ourselves on our experience and approachability.
We understand that change is a fact of life and we welcome the challenges that change brings. We engage with our clients to develop the right response at the right time to benefit from the opportunities change presents. In an increasingly complex world we are proud to bring our expertise and commitment in providing outstanding services to our clients.
Our knowledge and experience together with the business creativity of our clients is a powerful combination and makes Verfides a trusted partner and an experienced adviser.
Spain: ECJ Rules Inheritance Tax Discriminatory
The European Court of Justice (ECJ) has ruled that Spain is in breach of European Union treaties by imposing a higher rate of gift and inheritance taxes on non-residents.
Read MoreUK: Remittance Basis Restricted For Loan Collateral
HMRC has announced the sudden withdrawal of a concession whereby foreign income and gains used as loan collateral were not considered to have been remitted to the UK.
Read MoreVerfides is registered with and supervised by HM Revenue and Customs as a Trust and Company Service Provider ("TCSP") under The Money Laundering Regulations 2007.
Verfides (Ireland) Limited and Verfides Trustees Limited are authorised by the Department of Justice and Equality of the Ministry of Justice to carry on Trust and Company Service Provider business in the Republic of Ireland under The Criminal Justice (Money Laundering and Terrorist Financing) Act 2010.
Verfides Group companies are registered with the IRS of the USA as Foreign Financial Institutions (FFI) and are fully compliant with legislation relating to US FATCA in all the jurisdictions where there is a local regulatory requirement.


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Fans pay tribute after K-pop star Goo Hara is found dead aged 28
Tributes have poured in for K-pop star Goo Hara, after she was found dead at the age of 28.
Police say that the singer, who was a former member of the girl group Kara, was found unresponsive in her home in Cheongsam on Sunday evening, with the cause of her death currently being investigated.
Since the news of Hara’s death broke, fans have taken to social media to share tributes for the South Korean singer.
One fan shared on Twitter: ‘Sending our prayers and deepest condolences to Goo Hara’s family, friends and fans. It’s still hard to believe.
‘Rest In Peace Hara, you will always be remembered #RIPHara.’
 She was such a strong person and the world didn’t deserve her.
‘May you rest in peace Goo Hara, we will never forget you.’
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‘She was a kind soul who’s beautiful soul reflected on her on the outside,’ another fan wrote as they mourned the loss of the Kara singer.
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‘Goo Hara was an amazing person, and she brought happiness and light to so many people’s lives,’ another added onsocial media. ‘She will be greatly missed.’
Another chimed in: ‘Goo Hara, another beautiful angel taken away, the world is so cruel. It didn’t deserve you. I hope you’re in peace.’
Meanwhile, one fan also encouraged those who are upset by the loss of Hara to take time out from social media if needs be.
‘It’s okay to switch off or leave Twitter if you need space,’ they wrote. ‘Your own healing is also important.’
Goo Hara rose to fame as a member of the K-pop girl group Kara, who debuted in 2007 under DSP media, releasing hit singles such as Cupid and Step, before disbanding in 2016.
She had recently signed with a Japanese production company and released a solo mini album, Midnight Queen, earlier this month.
The news of her death comes after she had allegedly attempted to take her own life after leaving a series of worrying messages on Instagram back in May.
Hara’s manager subsequently called the 119 Rescue Center and she was then taken to hospital.
She was also previously involved in a legal battle with her ex-boyfriend, Choi Jong Bum, who was indicated for allegedly threatening to release sex videos of the two.
Bum later apologised for the controversy, saying in a statement posted to Instagram: ‘I want to sincerely apologise for causing so many people worry.
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‘All this time, I wasn’t able to respond to contacts from friends, acquaintances and people who cared for me because my KakaoTalk [social media app] account is gone.
‘I apologise once again for making so many people worry for so long and for causing disappointment.’
Goo Hara’s death also comes a month after the suspected suicide of fellow K-pop star Sulli. She was 25 years old.
Need support? Contact the Samaritans
For emotional support you can call the Samaritans 24-hour helpline on 116 123, email<EMAIL_ADDRESS>visit a Samaritans branch in person or go to the Samaritans website.