Topic and Trend Analysis Solution¶
Overview¶
Topic Analysis is a Natural Language Processing (NLP) task of extracting salient terms (or topics) from a textual corpus. Trend Analysis task measures the change of the most prominent topics between two time points.
The solution is based on Noun Phrase (NP) Extraction from the given corpora. Each NP (topic) is assigned a proprietary importance score that represents the significance of the noun phrase in the corpora (document appearances, phrase-ness and completeness).
Flow¶
The first stage is to extract the topics from the two textual corpora:
- A target corpus (e.g., current month’s financial reports)
- A reference corpus (e.g., last month’s financial reports).
The analysis is done by running the two corpora through the Topic Extraction pipeline: Normalization -> Noun Phrase extraction -> Refinement -> Scoring. In this stage, the algorithm will also train a W2V model on the joint corpora to be used for the clustering report (this step can be skipped). In the second stage the topic lists are being compared and analyzed. Finally the UI reads the analysis data and generates automatic reports for extracted topics, “Hot” and “Cold” trends, and topic clustering in 2D space.
The noun phrase extraction module is using a pre-trained model which is available under the Apache 2.0 license.
Flow diagram¶
Reports¶
- Top Topics: highest scored topics from each corpora
- Hot Trends: topics with highest positive change in scores
- Cold Trends: topics with highest negative change in scores
- Trend Clustering: scatter graph showing trends clusters
- Topic Clustering: scatter graph showing topic clusters for each corpus
- Custom Trends: topics selected by the user to monitor (see section: Filter Phrases and Custom Trends)
Usage¶
Requirements¶
Install solution extra packages:
pip install -r solutions/trend_analysis/requirements.txt
First stage¶
usage: python solutions/trend_analysis/topic_extraction.py [-h] [--notrain] [--url] [--single_thread]
target_corpus ref_corpus
positional arguments:
target_corpus a path to a folder containing text files
ref_corpus a path to a folder containing text files
optional arguments:
-h, --help show this help message and exit
--no_train skip the creation of w2v model
--url corpus is provided as csv file with urls
--single_thread analyze corpora sequentially
The topic lists will be saved to csv files, which are the input of the second stage.
When using the –url flag, both target_corpus and ref_corpus should be a csv file containing url links to analyze (a single url per row).
To use the trend analysis step (step below) it is required to run the topic extraction above without --no_train
option.
Second stage¶
usage: python solutions/trend_analysis/trend_analysis.py [-h] [--top_n TOP_N] [--top_vectors TOP_VECTORS]
target_topics ref_topics
positional arguments:
target_topics a path to a csv topic-list extracted from the target
corpus
ref_topics a path to a csv topic-list extracted from the
reference corpus
optional arguments:
-h, --help show this help message and exit
--top_n TOP_N compare only top N topics (default: 10000)
--top_vectors TOP_VECTORS
include only top N vectors in the scatter graph
(default: 500)
The input to the second stage is the output lists from the first stage (topic extraction). The analysis results will be saved into the data folder and will be used by the UI at the last stage.
UI stage¶
In order to visualize the analysis results run:
python solutions/start_ui.py --solution trend_analysis
You can also load the UI as a server using –address and –port, for example:
python solutions/start_ui.py --solution trend_analysis --address=<IP_ADDRESS> --port=1010
and then access it through a browser: http://<IP_ADDRESS>:1010/ui
Filter Phrases and Custom Trends¶
By default, all topics will be analyzed (according to the top N threshold, if provided), and the Custom Trends graph will be empty. The user can filter phrases he wants to omit from the results (post analysis) by selecting the “Filter” radio button, click on the “Filter Topics” tab, and de-select the unwanted topics (currently de-selection is done by holding the Ctrl button and click on a cell). Similarly, in order to select custom trends to be presented in the Custom Trends graph, click on the “Custom Trends” tab and select the phrases to show.
For a permanent custom/filtering, edit the ‘valid’/’custom’ column in the file: data/filter_phrases.csv (assign 1 to show a phrase and 0 otherwise), save the file and refresh the reports web page.


| Interface | Description |
|---|---|
| Content | |
| Info | |
| IOperationHandler |
The FileManager and related classes
are considered internal and may change in the future.
|
| Parameters | |
| PrimitiveOperationHandler | |
| ReadableContent | |
| WritableContent |
| Enum | Description |
|---|---|
| Info.Type | |
| OperationKind | |
| SimpleParameters.OverwriteMode |
| Exception | Description |
|---|---|
| SameFileException |
This exception should be thrown in Copy and Move operations when the
source file is equal to the target file.
|
Copyright © 2002-2015 Javlin a.s.


The JA NextGen Tech Series includes a series of one-day innovative programs for middle school students that teaches basic and intermediate computer science skills. With workshops like “How are iPhone apps made,” “Intro to Python,” and “Beginner Web Development,” there is something for every student to get involved in. This series also challenges participants to use what they have learned in various mini competitions. The presence of corporate mentors in this exciting environment provides students the guidance they need to perfect their projects while imagining their future in a STEM career. Web designers, software developers, and business-oriented students can all team up to participate regardless of their background. This series is an exciting opportunity for all students to enter with an idea and leave with a tangible project to work with.
As part of this exciting new series, JANJ will be hosting a FREE coding fair for middle-school students on February 9th at DeVry University! See below for more information!
9:00 AM - 9:30 AM - Check-in
9:30 AM - 11:00 AM - Workshop 1
Coding with Scratch for Beginners
Intro to Python for Experienced
11:00 AM - 12:00 PM - Workshop 2
Intro to Web Development with HTML
12:00 PM - 12:30 PM - Lunch (provided!)
12:30 PM - 1:30 PM - Workshop 3
Cybersecurity & Careers in Technology
1:30 PM - Student Pickup
Coding with Scratch
This is a beginner workshop for students who do not have much knowledge in programming. They will use Scratch, an interactive and visual drag-and-drop programming interface, to explore essential coding concepts.
Introduction to Python
For more experienced students with previous knowledge in programming, this workshop focuses on using essential coding concepts by learning how to code in the high-level programming language, Python.
Introduction to HTML
We use websites every day, but most people don’t explore the code running in the background that keeps these sites up and running. In this workshop, students will learn how websites are created (talking about front-end and back-end programming) and later create basic websites using HTML.
Cybersecurity & Careers in Technology
With technology becoming increasingly prevalent in our daily lives, it is more important than ever for networks, computers, and data to remain secure. Students will learn the importance of cybersecurity by diving into interesting discussions regarding safety protocols. Following certain safety protocols, such as not opening suspicious emails, are essential practices for students to recognize. After, we will explore the opportunities and careers available in the technology field by allowing students to take a test to determine a career path that may interest them.
What if my child has no coding experience?
No problem! We encourage beginners to join us as we will be running introductory workshops along with more advanced lessons. No matter how experienced your child is, we're confident that he or she will have a great learning experience!
What should my child bring?
Remember to bring a laptop! Lunch will be provided!
What will the adult supervision look like?
There will be a 1:10 ratio of adult chaperones to students at all times with at least two JA Staff present for the full event. Every chaperone will be a seasoned Junior Achievement volunteer with a background check on file.


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Below is an example form built entirely with Bootstrap’s form controls. Each required form group has a validation state that can be triggered by attempting to submit the form without completing it.
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which consists of
A public DrOpt server is hosted on https://dropt.neuralscope.org.


--- layout: page title: Accordion ---
Use TAB key to navigate accordion buttons. Press ENTER or SPACEBAR to expand/collapse.
Please read the documentation to understand how these examples were created.
In the following example, all panels can be open simultaneously.
The Nintendo Entertainment System (also abbreviated as NES) is an 8-bit home video game console that was developed and manufactured by Nintendo. It was initially released in Japan as the Family Computer (Japanese: ファミリーコンピュータ Hepburn: Famirī Konpyūta?) (also known by the portmanteau abbreviation Famicom (ファミコン Famikon?) and abbreviated as FC) on July 15, 1983, and was later released in North America during 1985, in Europe during 1986, and Australia in 1987. In South Korea, it was known as the Hyundai Comboy (현대 컴보이) and was distributed by SK Hynix which then was known as Hyundai Electronics. It was succeeded by the Super Famicom/Super Nintendo Entertainment System.
The Master System (Japanese: マスターシステム Hepburn: Masutā Shisutemu?), often called the Sega Master System or SMS, is a third-generation home video game console that was manufactured by Sega. It was originally released in 1985 as the Sega Mark III in Japan. After being redesigned prior to its North American launch, the console was renamed Master System and released in 1986 in North America, 1987 in Europe, and 1989 in Brazil. The redesigned Master System was also released in Japan in 1987. Both the Mark III and the original Master System models could play with both cartridges and the credit card-sized "Sega Cards", which retailed at lower prices than cartridges but had lower storage capacity; the Master System II and later models did not have the card slot. The Master System also featured accessories such as a light gun and 3D glasses which were designed to work with a range of specially coded games.
The Commodore 64, also known as the C64, C-64, C= 64,[n 1] or occasionally CBM 64 or VIC-64,[5] is an 8-bit home computer introduced in January 1982 by Commodore International. It is listed in the Guinness Book of World Records as the highest-selling single computer model of all time,[6] with independent estimates placing the number sold between 10 and 17 million units.[7]. Volume production started in early 1982, with machines being released on to the market in August at a price of US $595 (roughly equivalent to $1,500 in 2015).[8][9] Preceded by the Commodore VIC-20 and Commodore PET, the C64 takes its name from its 64 kilobytes (65,536 bytes) of RAM, and has technologically superior sound and graphical specifications when compared to some earlier systems such as the Apple II and Atari 800, with multi-color sprites and a more advanced sound processor.
The ZX Spectrum (pronounced /ˈzɛdˌɛks/ "Zed-Ex"[2][3]) is an 8-bit personal home computer released in the United Kingdom in 1982 by Sinclair Research Ltd. Referred to during development as the ZX81 Colour and ZX82,[4][5] the machine was launched as the ZX Spectrum by Sinclair to highlight the machine's colour display, compared with the black and white of its predecessor, the ZX81.[6] The Spectrum was ultimately released as eight different models, ranging from the entry level model with 16 KB RAM released in 1982 to the ZX Spectrum +3 with 128 KB RAM and built in floppy disk drive in 1987; together they sold in excess of 5 million units worldwide (not counting numerous clones).[7]
In the following example, opening a panel will close any other open panels.
Updated: May 12th, 2019


Changes by Version
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Added
- Node 8 support (#6)
2.0.1 - 2017-01-26
Fixed
- Include
index.js
in the NPM package again
2.0.0 - 2017-01-26
Removed
- Support for Node 0.10 and 0.12 (#4)
1.3.1 - 2017-03-11
Added
- Node 8 support (#6)
1.3.0 - 2016-12-05
Added
- Human-readable messages for Errors (#2)
1.2.0 - 2016-09-15
Added
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1.1.0 - 2016-09-06
Added
- Optional
defaultTextEncoding
parameter in theChecksumValidator
constructor - Access to the underlying
ChecksumValidator
class
1.0.0 - 2016-09-05
Initial release.


EXCLUSIVE: Brian "Glaze" Gibbs on How He Changed After Committing His First Murder
by VladTVBrian “Glaze” Gibbs spoke about how he changed as a person after he committed his first murder. Gibbs talked about the murder, which took place in 1986 and also spoke about some of the details of the scenario. Watch above.


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This method is meant to be called at the beginning of each autonomous program, and should do such things as initialize servo positions. If this is overridden, the method should always run super.autonomousInit.
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A Highly Customizable To;Do List
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-
Harlem Ang Moh
by Maria Ng on October 1, 2015
You are sitting in bed
sweating out a chicken
noodle soup. You watch
from afar.Teng and Cruz live in a paint speckled
apartment. Teng is dotting the ceiling
and the walls with her skinny pale fingers.She is poking craters into
the moon at night. She is
sending men to their deaths
with holes in their skulls by doing wet
willies in their temples, execution style.They have gentrified the yuppies.
Cruz has brought the soul back
to the streets. Teng has blown
up all of the art museums.Such tackiness. Silly ang moh.
Damned gringos. White flight.
New Harlem Renaissance.But sometimes they are tender
and they lead the yuppies into
coffee shops and buy them muffins.You watch them dancing and laughing,
you have a pair of binoculars. You
are their peeping tom.You are also Pork Bun’s baby sitter.
Sometimes they call you whenever
it’s time for them to sing at the
Yum Cha club.In the afternoon you hear them
echoing, eres para mí, Nǐ hé wǒ,
always, always, always.You know who they are. You watched
Teng and Cruz, hand in hand, in loving
embrace, almost forming their own cocoon,
crash into Mother Earth as a meteor
on the Lunar Year. They woke with
their lips connected.Sweetness exchanged, mi amor.
No pendejas shall steal you.It was a cold night, you figured
you had too much eggnog, despite
that it wasn’t Christmas anymore.
But they were so beautiful. You
couldn’t your get eyes off of them.So much so that when
they were looking for a
caretaker for their daughter,
Pork Bun, you were the first
email in their inbox.Your cover letter looked
like this:I can cook a meen
meel, I can speak conversational
Spanish, I was once a yoga instructor.You couldn’t spell or split
your lips to form coherent
sentences. And yet, they
hired you. Silly Ang moh
wants to be our friend.


| globalsByName {globals} | R Documentation |
Locates and retrieves a set of global variables by their names
globalsByName(names, envir = parent.frame(), mustExist = TRUE, ...)
names |
A character vector of global variable names. |
envir |
The environment from where to search for globals. |
mustExist |
If TRUE, an error is thrown if the object of the identified global cannot be located. Otherwise, the global is not returned. |
... |
Not used. |
A Globals object.


Application Statistics
Is the app on?
{% if appON == 'True' %}
Yes, it will turn off on {{holiday_startdate}}
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Total emails sent:
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Time it takes to loop through mail-list:
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{% endblock %}


c-Rel and p65 subunits bind to an upstream NF-kappaB site in human granulocyte macrophage-colony stimulating factor promoter involved in phorbol ester response in 5637 cells.
Abstract
To further clarify the complex transcriptional regulation of the human GM-CSF gene, which was extensively investigated in activated T cells, we have studied the role of an upstream NF-kappaB like site in the 5637 non-lymphoid cell line, which derives from a bladder carcinoma and constitutively produces GM-CSF. This sequence, named the A element, has an active role on GM-CSF transcription and is responsive to the tumor promoter PMA in transient transfection experiments. We describe here a heterodimeric binding complex of NF-kappaB subunits (c-Rel and p65) which is identical to the one obtained using the HIV-LTR-kappaB site as recognition sequence and different from the one (c-Rel and p50) observed with nuclear extracts from Mo T-lymphoid HTLV-II infected cells.


This program basically calulates your Akhan age based on a Ghanian tradition to name new borns based on the day of the week they were born.Just add your date of birth and gender and you are good to go.You can check with the reference data table at the bottom of the page.Curious? Get started below..
↡This shows data for the days with corresponding Akhan names.
| Day of week | male Name | Female Name |
|---|---|---|
| Sunday | Kwasi | Akosua |
| Monday | Kwadwo | Adwoa |
| Tuesday | Kwabena | Abenaa |
| Wednesday | Kwaku | Akua |
| Thursday | Yaw | Yaa |
| Friday | Kofi | Afua |
| Saturday | Kwame | Ama |


class: center, middle, inverse, title-slide # Welcome to the R Bootcamp 2021! --- ## Overall schedule - Admin - Meet the instructors - Day 1: The basics of R (Studio) - Day 2: Data wrangling and visualizations - Social event with GessWho! --- ## First things first - Please (properly) wear masks at all time - The lessons are fairly packed but don't worry: Everything is available [online](https://github.com/bonschorno/rbootcamp_2021) - Feel free to ask questions at any time - We have very different levels when it comes to coding. Please keep this in mind and help first rather than getting impatient **The guiding teaching principle of this course:** > Tell me and I forget
 teach me and I remember,
 involve me and I learn. - Shoutout to Charles Lanfear (@clanfear) for providing the slides - Don't hesitate to share the slides and exercises as well - Thanks to GessWho! for organizing the social events --- class: inverse, center, middle ## A quick overview --- ## Any experience with R?  --- ## Any experience with other languages?  --- ## Equal parts STP/MACIS students  --- ## Today's schedule
 |Time |Content | |-----------|----------------------------------| |10:00 |Meet & Greet Breakfast | |10:45-11:30|General introduction to R (Studio)| |11:45-12:30|Objects, functions, scripts | |12:30-14:00|Lunch Break | |14:00-14:45|Data formats, packages, indexing | |15:00-15:45|Basic plots and final exercise | --- class: inverse, center, middle ## Meet the instructors --- # R or Python? - The primary objective of R is/was data analysis and statistics. The primary objective of Python is/was deployment and production. **BUT:** - What language do your colleagues use? - Who is working with the data? - What tasks are you performing? --- # Why R? R is a programming language built for statistical computing. If one already knows Stata or similar software, why use R? -- * R is *free*, so you don't need a terminal server or license. -- * R has a *very* large community for support and packages. -- * R can handle virtually any data format. -- * R makes replication *easy*. -- * R is a *language* so it can do *everything*.1 .footnote[[1] Including generate these slides (using RMarkdown)!] --- # R Studio R Studio is a "front-end" or integrated development environment (IDE) for R that can make your life *easier*. -- RStudio can: -- * Organize your code, output, and plots. -- * Auto-complete code and highlight syntax. -- * Help view data and objects. -- * [Enable easy integration of R code into documents.](https://rmarkdown.rstudio.com/) --- # Getting Started Open up RStudio now and choose *File > New File > R Script*. Then, let's get oriented with the interface: * *Top Left*: Code **editor** pane, data viewer (browse with tabs) * *Bottom Left*: **Console** for running code (`>` prompt) * *Top Right*: List of objects in **environment**, code **history** tab. * *Bottom Right*: Tabs for browsing files, viewing plots, managing packages, and viewing help files. You can change the layout in *Preferences > Pane Layout*. Also, there are a lot of very useful shortcuts! --- # Editing and Running Code There are several ways to run R code in RStudio: -- * Highlight lines in the **editor** window and click *Run* at the top or hit `Ctrl+Enter` or `⌘+Enter` to run them all. -- * With your **caret** on a line you want to run, hit `Ctrl+Enter` or `⌘+Enter`. Note your caret moves to the next line, so you can run code sequentially with repeated presses. -- * Type individual lines in the **console** and press `Enter`. -- The console will show the lines you ran followed by any printed output. --- # Incomplete Code If you mess up (e.g. leave off a parenthesis), R might show a `+` sign prompting you to finish the command: ```r > (11-2 + ``` Finish the command or hit `Esc` to get out of this. --- # R as a Calculator In the **console**, type `123 + 456 + 789` and hit `Enter`. -- ```r 123 + 456 + 789 ``` ``` ## [1] 1368 ``` -- The `[1]` in the output indicates the numeric **index** of the first element on that line. -- Now in your blank R document in the **editor**, try typing the line `sqrt(400)` and either clicking *Run* or hitting `Ctrl+Enter` or `⌘+Enter`. -- ```r sqrt(400) ``` ``` ## [1] 20 ``` --- # Functions and Help `sqrt()` is an example of a **function** in R. If we didn't have a good guess as to what `sqrt()` will do, we can type `?sqrt` in the console and look at the **Help** panel on the right. ```r ?sqrt ``` **Arguments** are the *inputs* to a function. In this case, the only argument to `sqrt()` is `x` which can be a number or a vector of numbers. Help files provide documentation on how to use functions and what functions produce. --- # R Projects Usually, you have several scripts, numerous datasets and other files. Where are they stored? ```r getwd() ``` You can specify the working directory at the beginning of each session... ```r setwd() ``` ... or use R Projects (a product by R Studio) instead. How does it work? 1. Creates a project file (with an .Rproj extension) within the project directory. 2. Creates a hidden directory (named .Rproj.user) where project-specific temporary files are stored. 3. Loads the project into RStudio and display its name in the Projects toolbar This is super useful when collaborating on different operating systems!


The land changed as the sun began to sink. The hills grew lower, the thickets larger. Often the toppled stone fences of what had been fields had become mounds sprouting wild hedges, or ran through long stands of oak and leatherleaf and hickory, pine and paperbark and trees Egwene did not know. The few farmhouses had no roofs, and trees ten or fifteen paces high grew in them here, little woods enclosed inside the stone walls, complete with twittering birds and black-tailed squirrels. The occasional rivulet caused as much talk among the Aiel as the small forests did, and the grass. They had heard tales of the wetlands, read of them in books bought from merchants and peddlers like Hadnan Kadere, but few had actually seen them since the hunt for Laman. They adapted quickly, though; the gray-brown of the tents blended well with dead leaves under the trees and with the dying grass and weeds. The camp spread over miles, marked by thousands of small cook-fires in the golden dusk.
Egwene was more than happy to crawl into her tent once the gai’shain had it up. Inside the lamps were lit and a small fire burned in the firepit. Unlacing her soft boots, she tugged them off and her woolen stockings as well, and sprawled on the bright layered rugs, wriggling her toes. She wished she had a basin of water to soak her feet. She could not pretend to be as hardy as the Aiel, but she was growing soft if a few hours of walking made her feet feel twice their size. Of course, water would be no problem here. Or it should not be—she remembered that shrunken stream—but surely she could even have a proper bath again.
Cowinde, meek and silent in her white robes, brought her supper, some of that pale flat bread made from zemai flour and in a red-striped bowl, a thick stew that she ate mechanically, though she felt more tired than hungry. She recognized the dried peppers and beans, but did not ask what the dark meat was. Rabbit, she told herself firmly, and hoped that it was. The Aiel ate things that would put more curl in her hair than Elayne had. She was willing to bet that Rand could not even look at what he was eating. Men were always picky eaters.
Once done with the stew, she stretched out near an ornately worked silver lamp that had a polished silver disc to reflect and increase its light. She had felt a little guilty once she realized that most of the Aiel had no light at night but their fires; few had brought lamps or oil except the Wise Ones and the chiefs of clans and septs. But there was no point to sitting in the dim illumination of the firepit when she could have proper light. That reminded her: the nights here would not be so drastic a contrast with the days as in the Waste; the tent was already beginning to feel uncomfortably warm.
She channeled briefly, flows of Air to smother the fire, and dug into her saddlebags for the worn leather-bound book that she had borrowed from Aviendha. It was a small fat volume with crowded lines of small print, hard to read except in good light, but easily portable. The Flame, the Blade and the Heart, it was called, a collection of tales about Birgitte and Gaidal Cain, Anselan and Barashelle, Rogosh Eagle-eye and Dunsinin, and a dozen more. Aviendha claimed that she liked it for the adventures and battles, and maybe she did, but every last story told of the love of a man and a woman, too. Egwene was willing to admit that that was what she liked, the sometimes stormy, sometimes tender threads of undying love. To herself she would admit it, anyway. It was hardly the sort of enjoyment a woman with any pretensions to sense at all could confess publicly.
In truth she did not feel like reading any more than she had felt like eating—all she really wanted to do was bathe and sleep, and she might be willing to forgo bathing—but tonight she and Amys were to meet Nynaeve in Tel’aran’rhiod. It would not be night yet wherever Nynaeve was, on her way to Ghealdan, and that meant remaining awake.
Elayne had made the menagerie sound quite exciting, at their last meeting, though Egwene hardly thought that Galad’s presence was reason enough to go haring off like that. Nynaeve and Elayne had simply grown to like adventure, in her opinion. It was too bad about Siuan; they needed a firm hand to settle them down. Odd that she should think of Nynaeve so; Nynaeve had always been the one with the firm hand. But since that episode in the Tower of Tel’aran’rhiod, Nynaeve had become less and less someone she had to struggle against.
Guiltily, she realized as she turned a page that she was looking forward to seeing Nynaeve tonight. Not because Nynaeve was a friend, but because she wanted to see if the effects had lingered. If Nynaeve tugged at her braid, she would arch a cool eyebrow at her, and . . . Light, I hope it’s held. If she lets out about that jaunt, Amys and Bair and Melaine will take turns skinning me, if they don’t just tell me to go.
Her eyes kept trying to drift shut as she read, fuzzily half-dreaming the stories in the book. She could be as strong as any of these women, as strong and brave as Dunsinin or Nerein or Melisinde or even Birgitte, as strong as Aviendha.  She had a vague thought of taking Nynaeve by the scruff of the neck and shaking her. Silly. Nynaeve was years the older. Arch an eyebrow at her. Dunsinin. Birgitte. As hardy and strong as a Maiden of the Spear.
Her head slipped down to the pages, and she tried to cradle the small book under her cheek as her breathing slowed and deepened.
She gave a start at finding herself among the great redstone columns of the Heart of the Stone, in the strange light of Tel’aran’rhiod, and another at realizing that she wore the cadin’sor. Amys would not be pleased to see her in that; not amused at all. Hastily she changed it, and was surprised when her clothes flickered back and forth between the algode blouse and bulky wool skirt and a fine gown of brocaded blue silk before finally settling on the Aiel garb, complete with her ivory bracelet of flames and her gold-and-ivory necklace. That indecision had not happened to her in some time.
For a moment she thought of stepping out of the World of Dreams, but she suspected she was soundly asleep, back in her tent. Very likely she would only step into a dream of her own, and she did not yet always have awareness in her dreams; without that, she could not return to Tel’aran’rhiod. She was not about to leave Amys and Nynaeve alone together. Who knew what Nynaeve would say, if Amys got her temper up? When the Wise One arrived, she would simply say that she had just arrived herself. The Wise Ones had always been a bit ahead of her, or arrived at the same time, before this, but surely if Amys believed she had only been there a second it would not matter.
She had almost grown accustomed to the feel of unseen eyes in this vast chamber. Only the columns, and the shadows, and all this empty space. Still, she hoped that Amys was not too long in coming, nor Nynaeve. But they would be. Time could be as strange in Tel’aran’rhiod as in any dream, but it had to be a good hour yet before the arranged meeting. Perhaps she had time to . . .
Suddenly she realized that she could hear voices, like faint whispers among the columns. Embracing saidar, she moved cautiously toward the sound, toward the place where Rand had left Callandor beneath the great dome. The Wise Ones claimed that control of Tel’aran’rhiod was as strong as the One Power here, but she knew her abilities with the Power far better, and trusted them more. Still hidden well back among the thick redstone columns, she stopped and stared.
It was not a pair of Black sisters, as she had feared, and not Nynaeve, either. Instead, Elayne stood near the glittering shaft of Callandor rising out of the floorstone, deep in quiet conversation with as oddly dressed a woman as Egwene had ever seen. She wore a short white coat of peculiar cut and wide yellow trousers gathered in folds at her ankles, above short boots with raised heels. An intricate braid of golden hair hung down her back, and she held a bow that gleamed like polished silver. The arrows in the quiver shone, too.
Egwene squeezed her eyes shut. First the difficulty with her dress, and now this. Just because she had been reading about Birgitte—a silver bow told the name for certain—was no reason to imagine that she saw her. Birgitte waited—somewhere—for the Horn of Valere to call her and the other heroes to the Last Battle. But when Egwene opened her eyes again, Elayne and the oddly dressed woman were still there. She could not quite make out what they were saying, but she believed her eyes this time. She was on the point of going out to announce herself when a voice spoke, behind her.
 Alone?”
 Both stood with their arms folded beneath their breasts; even the way their shawls were pulled tight spoke of displeasure.
“I fell asleep,” Egwene said. It was too much before time for her story to work. Even as she explained hastily about dozing off and why she had not gone back—minus the part about not wanting Nynaeve and Amys to talk alone—she was surprised to feel a tinge of shame that she had intended to lie and relief that she had not. Not that the truth would necessarily save her. Amys was not as strict as Bair—not quite—but she was perfectly capable of setting her to piling up rocks the rest of the night. Many of the Wise Ones were great believers in useless labor for punishment; you could not tell yourself you were doing anything other than being punished while you were burying ashes with a spoon. That was provided they did not simply refuse to teach her any more, of course. The ashes would be much preferable.
She could not hold back a sigh of relief when Amys nodded and said, “It can happen. But next time, return and dream your own dreams; I could have heard what Nynaeve has to say, and tell her what we know. If Melaine was not with Bael and Dorindha tonight, she would be here, as well. You frightened Bair. She is proud of your progress, and if anything happened to you . . . ”
Bair did not look proud. If anything, she scowled even more deeply, as Amys paused. “You are lucky Cowinde found you when she returned to clear away your supper, and was worried when she could not rouse you to move to your blankets. If I thought you had been here more than a few minutes alone . . . ” The glare sharpened in dire promise for a moment, and then her voice turned grumpy. “Now I suppose we have to wait for Nynaeve to arrive, just to stop you begging if we send you back. If we must, we must, but we will use the time to advantage. Concentrate your mind on—”
“It isn’t Nynaeve,” Egwene said hastily. She did not want to know what a lesson would be like with Bair in this mood. “It is Elayne, and . . . ” She trailed off, as she turned. Elayne, in elegant green silk suitable for a ball, was pacing up and down not far from Callandor. Birgitte was nowhere to be seen. I did not imagine her.
“She is here already?” Amys said, moving to where she could see, too.
“Another young fool,” Bair muttered. “Girls today have no more brains or discipline than goats.” She stalked out ahead of Egwene and Amys and planted herself across Callandor’s glittering shape from Elayne, fists on hips.  Which I think might take as many more years as you have lived already. I know you have been coming into the World of Dreams alone, you and Nynaeve. You are both fools to do it.”
Elayne gave a start when they first appeared, but as Bair’s tirade washed over her, she drew herself up, that chilly tilt to her chin. Her gown became red and took on a finer sheen, and grew embroidery down the sleeves and across the high bodice, including rearing lions in white and golden lilies, her own sigil. A thin golden diadem rested in her red-gold curls, a single rearing lion set in moonstones above her brows. She did not yet have the best control over such things. Then again, maybe she wore exactly what she intended this time. “I do thank you for your concern,” she said regally. “Yet it is true that I am not your pupil, Bair of the Haido Shaarad. I am grateful for your instruction, but I must go my own way, on the tasks given me by the Amyrlin Seat.”
“A dead woman,” Bair said coldly. “You claim obedience to a dead woman.” Egwene could all but feel Bair’s hackles standing erect in anger; if she did not do something, Bair might decide to teach Elayne a painful lesson. The last thing they needed was that sort of squabble.
“What . . . why are you here instead of Nynaeve?” She had been going to ask what Elayne was doing there, but that would have given Bair an opening, and maybe sounded as if she were on the Wise One’s side. What she wanted to ask was what Elayne had been doing talking to Birgitte. I did not imagine it. Maybe it had been someone dreaming she was Birgitte. But only those who entered Tel’aran’rhiod knowingly remained for more than minutes, and Elayne surely would not have been speaking with one of them. Where did Birgitte and the others wait?
“Nynaeve is nursing a sore head.” The diadem vanished, and Elayne’s gown became simpler, with only a few golden scrolls around the bodice.
“Is she ill?” Egwene asked anxiously.
“Only with a headache, and a bruise or two.” Elayne giggled and winced at the same time. “Oh, Egwene, you would not have believed it. All four of the Chavanas had come to have supper with us. To flirt with Nynaeve, really. They tried flirting with me the first few days, but Thom had a talk with them, and they stopped. He did not have any right to do that. Not that I wanted them to flirt, you understand. Anyway, there they were, flirting with Nynaeve—or trying to, because she paid them no more mind than buzzing flies—when Latelle stalked up and began hitting Nynaeve with a stick, calling her all sorts of terrible names.”
“Was she hurt?” Egwene was not sure which of them she meant. If Nynaeve’s temper was roused . . .
“Not her . . . The Chavanas tried to pull her off Latelle, and Taeric will likely limp for days, not to mention Burgh’s swollen lip. Petra had to carry Latelle to her wagon, and I doubt she’ll put her nose out for some time.” Elayne shook her head. “Luca did not know who to blame—one of his acrobats lamed and his bear trainer weeping on her bed—so he blamed everybody, and I thought Nynaeve was going to box his ears as well. At least she did not channel; I thought she was going to once or twice, until she had Latelle down on the ground.”
Amys and Bair exchanged unreadable glances; this certainly was not how they expected Aes Sedai to behave.
Egwene felt a little confused herself, but it was mainly over keeping up with all these people she had only heard of briefly before. Odd people, traveling with lions, dogs and bears. And an Illuminator. She did not believe this Petra could possibly be as strong as Elayne claimed. But then, Thom was eating fire as well as juggling, and what Elayne and Juilin were doing sounded as strange, even if she was using the Power.
If Nynaeve had come close to channeling . . . Elayne must have seen the glow of her embracing saidar. Whether they had a real reason to be hiding or not, they would not remain hidden long if one of them channeled and let people see it. The Tower’s eyes-and-ears would certainly hear; that sort of news traveled quickly, especially if they were not out of Amadicia yet.
“You tell Nynaeve from me that she had best hold her temper, or I’ll have some words to say to her that she will not like.” Elayne looked startled—Nynaeve had certainly not told her what had passed between them—and Egwene added, “If she channels, you can be sure Elaida will hear of it as soon as a pigeon can fly to Tar Valon.” She could not say more; as it was, it brought another exchange of glances between Amys and Bair. What they really thought of a Tower divided, and an Amyrlin who as far as they knew had given orders for Aes Sedai to be drugged, they had never let on. They could make Moiraine look like the village gossip when they wished. “In fact, I wish I had both of you alone. If we were in the Tower, in our old rooms, I’d say a few words to the pair of you.”
Elayne stiffened, as queenly and cool as she had been with Bair. “You may say them to me whenever you wish.”
Had she understood? Alone; away from the Wise Ones. In the Tower. Egwene could only hope. Best to change the subject and hope the Wise Ones were not picking over her words as carefully as she hoped that Elayne was. “Will this fight with Latelle cause problems?” What had Nynaeve been thinking of? Back home, she would have had any woman her age who did the same up before the Women’s Circle so fast that her eyes would pop. “You must be almost to Ghealdan by now.”
“Three more days, Luca says, if we are lucky. The menagerie does not move very fast.”
“Perhaps you should leave them, now.”
“Perhaps,” Elayne said slowly. “I really would like to highwalk just once in front of . . . ” With a shake of her head, she glanced at Callandor; the neckline of her gown dipped precipitously, then rose again. “I do not know, Egwene. We could not travel much faster alone than we are traveling, and we don’t know where to go exactly, yet.” That meant Nynaeve had not remembered where the Blues were gathering. If Elaida’s report had been right. “Not to mention that Nynaeve might burst if we had to abandon the wagon and buy saddle horses, or another coach. Besides, we are both learning a great deal about the Seanchan. Cerandin served as a s’redit handler at the Court of the Nine Moons, where the Seanchan Empress sits. Yesterday she showed us things that she took when she fled Falme. Egwene, she had an a’dam.”
Egwene stepped forward, her skirts brushing Callandor. Rand’s traps were not physical, whatever Nynaeve seemed to think. “Can you be sure she was not a sul’dam?” Her voice trembled with anger.
“I am certain,” Elayne said soothingly. “I put the a’dam on her myself, and it had no effect.”
That was a little secret that the Seanchan themselves did not know, or hid well if they did. Their damane were women born with the spark, women who would channel eventually even if untaught. But the sul’dam, who controlled the damane—they were the women who needed to be taught. The Seanchan thought that women who could channel were dangerous animals who had to be controlled, and yet unknowingly gave many of them honored positions.
“I do not understand this interest in the Seanchan.” Amys said the name awkwardly; she had never heard it until Elayne spoke it at their last meeting. “What they do is terrible, but they are gone. Rand al’Thor defeated them, and they fled.”
Egwene turned her back and stared at the huge polished columns running off into shadow. “Gone is not to say they will never come back.” She did not want them to see her face, not even Elayne. “We must know whatever we can learn, in case they ever return.” They had put an a’dam on her in Falme.  Fury welled up in her every time she thought of them. And fear, too. The fear that if they did return, they would succeed in taking and holding her this time. That was what she could not allow them to see.
Elayne put a hand on her arm. “We will be ready for them if they do come back,” she said gently. “They will not find us in surprise and ignorance again.” Egwene patted her hand, though she wanted to clutch it; Elayne understood more than Egwene wished, yet it was comforting that she did.
“Let us finish what we are here for,” Bair said briskly. “You need to be asleep in truth, Egwene.”
“We had the gai’shain undress you, and put you in your blankets.” Surprisingly, Amys sounded as gentle as Elayne. “When you return to your body, you can sleep until morning.”
Egwene’s cheeks colored: Given Aiel ways, it was as likely as not that some of those gai’shain had been men. She would have to speak to them about that—delicately, of course; they would not understand, and it was not a thing she could be comfortable explaining.
The fear was gone, she realized. Apparently I’m more afraid of being embarrassed than I am of the Seanchan. It was not true, but she held to the thought.
There was really little to tell Elayne. That they were in Cairhien finally, that Couladin had devastated Selean and ravaged the surrounding land, that the Shaido were still days ahead and moving west. The Wise Ones knew more than she; they had not taken to their tents straightaway. There had been skirmishes in the evening, small ones and only a few, with mounted men who quickly fled, and other men on horses who had been sighted ran without fighting. There had been no prisoners taken. Moiraine and Lan seemed to think that the riders could have been bandits, or supporters of one or another of the Houses trying to claim the Sun Throne. All had been equally ragged. Whoever they were, word would soon spread that there were more Aiel in Cairhien.
“They had to learn sooner or later” was Elayne’s only comment.
Egwene watched Elayne as she and the Wise Ones faded away—to her it seemed as though Elayne and the Heart of the Stone became more and more attenuated—but her golden-haired friend gave no sign as to whether she had understood the message.


rowTemplate
to populate rows, should work when a cell formula
is specified, and all normal row selection functionality should continue to operate (clicks and checkboxes).cellTemplate
s can't usually do this.
Enabled Interactions:
{{+record.row.alice + +record.row.bill + +record.row.casey}}
{{record.fields.total.value}}
[
{fruit: 'apple', alice: 4, bill: 10, casey: 2 },
{fruit: 'banana', alice: 0, bill: 4, casey: 0 },
{fruit: 'grape', alice: 2, bill: 3, casey: 5 },
{fruit: 'pear', alice: 4, bill: 2, casey: 8 },
{fruit: 'strawberry', alice: 0, bill: 14, casey: 0 }
]
rowSelection
multiSelect
checkbox


1
Heat Cramps
Symptoms include painful muscle cramps and spasms, particularly in the legs, as well as moist skin.
The three main types of heat-related illness are heat cramps, heat exhaustion and heat stroke.


| Interface | Description |
|---|---|
| IFitnessFunction |
Fitness function are used to determine how optimal a particular solution is relative to other solutions.
|
| Class | Description |
|---|---|
| Chromosome |
Represents a potential solution consisting of a fixed-length collection of genes.
|
| CrossOverJob |
Responsible for performing 'crossover' genetic operation for 2 X 'parent' chromosomes.
|
| CrossOverTask |
Responsible for assigning 2 X 'parent' chromosomes to produce 2 X 'child' chromosomes.
|
| FitnessJob |
Responsible for performing fitness evaluation on an individual chromosome
|
| FitnessTask |
Responsible for fitness operation
|
| GAGrid |
Central class responsible for orchestrating the Genetic Algorithm.
|
| Gene |
Represents the discrete parts of a potential solution (ie: Chromosome)
Gene is a container for a POJO that developer will implement.
|
| MutateJob |
Responsible for applying mutation on respective Chromosome based on mutation Rate
|
| MutateTask |
Responsible for applying mutation on respective chromosomes.
|
| TruncateSelectionJob |
Responsible for performing truncate selection
|
| TruncateSelectionTask |
Responsible for performing truncate selection.
|


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Authors submitting papers over the page limit are assessed $136.60CDN (approx. $100US) per page over the limit. Authors must pay this fee by emailing Camille Sinanan<EMAIL_ADDRESS>with the request. It is probably easiest to pay by authorizing us in the email to charge the cost to the credit card you paid for your conference registration with. Otherwise, you can include the credit card information (VISA/MC, credit card number, expiry date, and name on the card) in the email (not very safe!) or phone (+1<PHONE_NUMBER>, 09:00-16:00MST) or fax (+1-403-284-4707) this information to Camille. We provide a "template" that you may wish to cut-and-paste into the email (fill in the blanks):
To<EMAIL_ADDRESS>Subject: K-CAP2003 extra pages cost
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Your Political Meter
Women's right on abortion choice:
Let Women decide
No, it's wrong
Yes, and help make safe
Conflict: Stay in or Pull out?
Stay in and fix
Pull out and focus here
Your thoughts on Immagration:
Lets help as many as possible
We can only help them fix thier own country
They can stay on thier side and that's it
Submit!
So you are more likely
, in your views.


Watch the Trailer for Marvel's Runaways' Third and Final Season
by Rachita VasandaniHulu’s original series Marvel’s Runaways will end with its forthcoming third season.
The show, which first aired in 2017, is based on the Marvel comic book series of the same name, which follows six super-powered teenagers who are fighting against a cult that includes their parents. The television adaptation was developed by The O.C. and Gossip Girl’s Josh Schwartz and Stephanie Savage.
The show’s Season 3 synopsis reads:
The Runaways frantically search for their captured friends Chase, Gert and Karolina.  Nico draws them all into a dark realm where its ruler Morgan le Fay, played by Elizabeth Hurley, is much more nefarious than anyone the kids have yet to face.
A Hulu press release also promises:
After evading corrupt parents, battling powerful aliens and coming face-to-face with the world’s most powerful sorceress, the conclusion to this epic saga will leave no stone unturned.
The trailer is packed with suspense, with le Fay dramatically proclaiming, “This world will soon be ours.”
The ten-episode finale of the show will be available on Hulu on Dec. 13. Watch the trailer below.


A strain recommendation system.
The Med Cab will recommend strains based on your answers to a few questions. Ready to try it out? Just hit that "Find My Strain" button.


{% load staticfiles %} {% load crispy_forms_tags %}
© 2017 Đà Nẵng Infomations . All Rights Reserved | Design by Hiếu đẹp trai


for
loops which contain neither initialization or update components, and suggests rewriting it as a while
loop. This makes the code easier to read.
Example:
for(; exitCondition(); ) { process(); }
After the quick-fix is applied the result looks like:
while(exitCondition()) { process(); }A quick-fix action is also available for other
for
loops, so you can replace any for
loop with a
while
loop.
Use the checkbox below if you wish this inspection to ignore for
loops with trivial or non-existent conditions.


Hypo Class
Hypo dependency injection framework constructor.
Constructor
Hypo
-
definitions
Parameters:
-
definitions
ObjectAn object that defines the entities and their dependencies to be managed by this Hypo instance. See readme for a full example of a hypo configuration object.
Item Index
Properties
Methods
applyProperties
-
entity
-
propertyDefinitions
Applies properties to an entity instance based on the passed set of property definitions. See parseProperty for a description of appropriate Hypo property definitions.
Parameters:
-
entity
ObjectAn entity instance to apply the parsed properties to.
-
propertyDefinitions
ObjectAn object with keys corresponding to the properties to be applied to the entity, and Hypo property definition values.
createEntity
-
ctor
-
argDefs
-
entityName
-
context
Creates a new object using the passed constructor function and argument property definitions. See parseProperty for a description of appropriate Hypo property definitions.
Parameters:
-
ctor
FunctionThe constructor function to be invoked with the parsed argument definitions.
-
argDefs
ArrayAn array of Hypo property definitions
-
entityName
StringThe name of the entity being constructed; used to check for circular dependencies.
-
context
ObjectThe context in which to call the constructor; used when applying factory methods.
generateSingletons
()
Void
Generates the non-lazy singleton entities managed by this instance. This method is called when the hypo instance is constructed, and does not need to be called again.
Returns:
getEntity
-
name
The method for retrieving entities. If an entity is a singleton and not particularly lazy, it will have been created along with the Hypo instance. Otherwise, it will be created the first time it is requested in the case of lazy singletons, and each time in the case of transient entities.
Parameters:
-
name
StringCorresponds to the key in definitions representing the entity definition to retieve an instance of.
Returns:
parseDefinition
-
name
Parses the definition for the passed name, including recursing through any parent definitions, and merging parent and child properties where needed.
Parameters:
-
name
StringThen entity name to parse
Returns:
parseProperty
-
prop
Parses Hypo property definitions. These definitions are used for constructor arguments, factory arguments, and property definitions. Valid property objects are as follows:
Parameters:
-
prop
ObjectA valid Hypo property definition
Returns:
Example:
Passing an object with a hypo key returns a reference to the Hypo instance
{
hypo : true
}
Passing an object with an entity key equal to an entity name returns an entity instance.
{
entity : "entity name"
}
Passing an object with a key "value" returns that value.
{
value : "object or primitive value"
}
Any other object configuration will result in an error being thrown.
Properties
definitions
Object
The entity definition object for this Hypo instance.
HypoError
Function
Custom error constructor for framework specific errors
singletonMap
Object
A map of all singleton entities managed by this instance.


//favicon //
Light as a Service (LaaS) Business model innovation
My role
As innovation manager led a Business model innovation project to transform the business model from hardware sales to service sales:
- Develop the business case development approach for LaaS and sales tools for large service projects.
- Developed, demonstrated and specified sales tool modules:
• Multi-year investment
• Financial modeling
• Risk exposure
- Convert methodology into an online tool.
Impact
• Match clients budget with Light as a Service
• Provide best ROI and NPV for both client and Philips
• Enable growth in LaaS service projects 0.5-5M EUR
• Global rollout across the market groups NA, EMEA, GR CHN, RoW
***
Guiding your organization from product revenue to service revenue by developing the service proposition, use-cases and business tooling.
We need to transform business models and production chains to a more circular and sustainable model. With LED retrofitting; energy bills can be reduced and product lifetime can be prolonged. Some companies need to specialize in managing and owning assets in the circular economy. In this case I worked on a project to transform the sales process of CAPEX-based project sales into a Service oriented and much more circular model. I led a regional project-team of 2 FTE which collaborated with other global projects. We developed new business simulation demo's for the global commercial organization. These demo's enabled the sales organization to visualize multi-year investment and benefits, simulate financial modelling and showing potential risk exposure for internal use.


source file: /Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/stat.py
file stats: 67 lines, 3 executed: 4.5% covered
1. """Constants/functions for interpreting results of os.stat() and os.lstat(). 2. 3. Suggested usage: from stat import * 4. """ 5. 6. # Indices for stat struct members in the tuple returned by os.stat() 7. 8. ST_MODE = 0 9. ST_INO = 1 10. ST_DEV = 2 11. ST_NLINK = 3 12. ST_UID = 4 13. ST_GID = 5 14. ST_SIZE = 6 15. ST_ATIME = 7 16. ST_MTIME = 8 17. ST_CTIME = 9 18. 19. # Extract bits from the mode 20. 21. def S_IMODE(mode): 22. return mode & 07777 23. 24. def S_IFMT(mode): 25. return mode & 0170000 26. 27. # Constants used as S_IFMT() for various file types 28. # (not all are implemented on all systems) 29. 30. S_IFDIR = 0040000 31. S_IFCHR = 0020000 32. S_IFBLK = 0060000 33. S_IFREG = 0100000 34. S_IFIFO = 0010000 35. S_IFLNK = 0120000 36. S_IFSOCK = 0140000 37. 38. # Functions to test for each file type 39. 40. def S_ISDIR(mode): 41. return S_IFMT(mode) == S_IFDIR 42. 43. def S_ISCHR(mode): 44. return S_IFMT(mode) == S_IFCHR 45. 46. def S_ISBLK(mode): 47. return S_IFMT(mode) == S_IFBLK 48. 49. def S_ISREG(mode): 50. return S_IFMT(mode) == S_IFREG 51. 52. def S_ISFIFO(mode): 53. return S_IFMT(mode) == S_IFIFO 54. 55. def S_ISLNK(mode): 56. return S_IFMT(mode) == S_IFLNK 57. 58. def S_ISSOCK(mode): 59. return S_IFMT(mode) == S_IFSOCK 60. 61. # Names for permission bits 62. 63. S_ISUID = 04000 64. S_ISGID = 02000 65. S_ENFMT = S_ISGID 66. S_ISVTX = 01000 67. S_IREAD = 00400 68. S_IWRITE = 00200 69. S_IEXEC = 00100 70. S_IRWXU = 00700 71. S_IRUSR = 00400 72. S_IWUSR = 00200 73. S_IXUSR = 00100 74. S_IRWXG = 00070 75. S_IRGRP = 00040 76. S_IWGRP = 00020 77. S_IXGRP = 00010 78. S_IRWXO = 00007 79. S_IROTH = 00004 80. S_IWOTH = 00002 81. S_IXOTH = 00001 82. 83. # Names for file flags 84. 85. UF_NODUMP = 0x00000001 86. UF_IMMUTABLE = 0x00000002 87. UF_APPEND = 0x00000004 88. UF_OPAQUE = 0x00000008 89. UF_NOUNLINK = 0x00000010 90. UF_COMPRESSED = 0x00000020 # OS X: file is hfs-compressed 91. UF_HIDDEN = 0x00008000 # OS X: file should not be displayed 92. SF_ARCHIVED = 0x00010000 93. SF_IMMUTABLE = 0x00020000 94. SF_APPEND = 0x00040000 95. SF_NOUNLINK = 0x00100000 96. SF_SNAPSHOT = 0x00200000


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# This file is part of QuTiP: Quantum Toolbox in Python.
#
# Copyright (c) 2011 and later, Paul D. Nation and Robert J. Johansson.
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are
# met:
#
# 1. Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
#
# 3. Neither the name of the QuTiP: Quantum Toolbox in Python nor the names
# of its contributors may be used to endorse or promote products derived
# from this software without specific prior written permission.
 IN NO EVENT SHALL THE COPYRIGHT
# HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
###############################################################################
__all__ = ['entropy_vn', 'entropy_linear', 'entropy_mutual', 'negativity',
'concurrence', 'entropy_conditional', 'entangling_power']
from numpy import e, real, sort, sqrt
from scipy import log, log2
from qutip.qobj import ptrace
from qutip.states import ket2dm
from qutip.tensor import tensor
from qutip.operators import sigmay
from qutip.sparse import sp_eigs
from qutip.qip.gates import swap
from qutip.partial_transpose import partial_transpose
[docs]def entropy_vn(rho, base=e, sparse=False):
"""
Von-Neumann entropy of density matrix
Parameters
----------
rho : qobj
Density matrix.
base : {e,2}
Base of logarithm.
sparse : {False,True}
Use sparse eigensolver.
Returns
-------
entropy : float
Von-Neumann entropy of `rho`.
Examples
--------
>>> rho=0.5*fock_dm(2,0)+0.5*fock_dm(2,1)
>>> entropy_vn(rho,2)
1.0
"""
if rho.type == 'ket' or rho.type == 'bra':
rho = ket2dm(rho)
vals = sp_eigs(rho.data, rho.isherm, vecs=False, sparse=sparse)
nzvals = vals[vals != 0]
if base == 2:
logvals = log2(nzvals)
elif base == e:
logvals = log(nzvals)
else:
raise ValueError("Base must be 2 or e.")
return float(real(-sum(nzvals * logvals)))
[docs]def entropy_linear(rho):
"""
Linear entropy of a density matrix.
Parameters
----------
rho : qobj
sensity matrix or ket/bra vector.
Returns
-------
entropy : float
Linear entropy of rho.
Examples
--------
>>> rho=0.5*fock_dm(2,0)+0.5*fock_dm(2,1)
>>> entropy_linear(rho)
0.5
"""
if rho.type == 'ket' or rho.type == 'bra':
rho = ket2dm(rho)
return float(real(1.0 - (rho ** 2).tr()))
[docs]def concurrence(rho):
"""
Calculate the concurrence entanglement measure for a two-qubit state.
Parameters
----------
state : qobj
Ket, bra, or density matrix for a two-qubit state.
Returns
-------
concur : float
Concurrence
References
----------
.. [1] http://en.wikipedia.org/wiki/Concurrence_(quantum_computing)
"""
if rho.isket and rho.dims != [[2, 2], [1, 1]]:
raise Exception("Ket must be tensor product of two qubits.")
elif rho.isbra and rho.dims != [[1, 1], [2, 2]]:
raise Exception("Bra must be tensor product of two qubits.")
elif rho.isoper and rho.dims != [[2, 2], [2, 2]]:
raise Exception("Density matrix must be tensor product of two qubits.")
if rho.isket or rho.isbra:
rho = ket2dm(rho)
sysy = tensor(sigmay(), sigmay())
rho_tilde = (rho * sysy) * (rho.conj() * sysy)
evals = rho_tilde.eigenenergies()
# abs to avoid problems with sqrt for very small negative numbers
evals = abs(sort(real(evals)))
lsum = sqrt(evals[3]) - sqrt(evals[2]) - sqrt(evals[1]) - sqrt(evals[0])
return max(0, lsum)
def negativity(rho, subsys, method='tracenorm', logarithmic=False):
"""
Compute the negativity for a multipartite quantum system described
by the density matrix rho. The subsys argument is an index that
indicates which system to compute the negativity for.
.. note::
Experimental.
"""
mask = [idx == subsys for idx, n in enumerate(rho.dims[0])]
rho_pt = partial_transpose(rho, mask)
if method == 'tracenorm':
N = ((rho_pt.dag() * rho_pt).sqrtm().tr().real - 1)/2.0
elif method == 'eigenvalues':
l = rho_pt.eigenenergies()
N = ((abs(l)-l)/2).sum()
else:
raise ValueError("Unknown method %s" % method)
if logarithmic:
return log2(2 * N + 1)
else:
return N
[docs]def entropy_mutual(rho, selA, selB, base=e, sparse=False):
"""
Calculates the mutual information S(A:B) between selection
components of a system density matrix.
Parameters
----------
rho : qobj
Density matrix for composite quantum systems
selA : int/list
`int` or `list` of first selected density matrix components.
selB : int/list
`int` or `list` of second selected density matrix components.
base : {e,2}
Base of logarithm.
sparse : {False,True}
Use sparse eigensolver.
Returns
-------
ent_mut : float
Mutual information between selected components.
"""
if isinstance(selA, int):
selA = [selA]
if isinstance(selB, int):
selB = [selB]
if rho.type != 'oper':
raise TypeError("Input must be a density matrix.")
if (len(selA) + len(selB)) != len(rho.dims[0]):
raise TypeError("Number of selected components must match " +
"total number.")
rhoA = ptrace(rho, selA)
rhoB = ptrace(rho, selB)
out = (entropy_vn(rhoA, base, sparse=sparse) +
entropy_vn(rhoB, base, sparse=sparse) -
entropy_vn(rho, base, sparse=sparse))
return out
def _entropy_relative(rho, sigma, base=e, sparse=False):
"""
****NEEDS TO BE WORKED ON****
Calculates the relative entropy S(rho||sigma) between two density
matrices.
Parameters
----------
rho : qobj
First density matrix.
sigma : qobj
Second density matrix.
base : {e,2}
Base of logarithm.
Returns
-------
rel_ent : float
Value of relative entropy.
"""
if rho.type != 'oper' or sigma.type != 'oper':
raise TypeError("Inputs must be density matrices..")
# sigma terms
svals = sp_eigs(sigma.data, sigma.isherm, vecs=False, sparse=sparse)
snzvals = svals[svals != 0]
if base == 2:
slogvals = log2(snzvals)
elif base == e:
slogvals = log(snzvals)
else:
raise ValueError("Base must be 2 or e.")
# rho terms
rvals = sp_eigs(rho.data, rho.isherm, vecs=False, sparse=sparse)
rnzvals = rvals[rvals != 0]
# calculate tr(rho*log sigma)
rel_trace = float(real(sum(rnzvals * slogvals)))
return -entropy_vn(rho, base, sparse) - rel_trace
[docs]def entropy_conditional(rho, selB, base=e, sparse=False):
"""
Calculates the conditional entropy :math:`S(A|B)=S(A,B)-S(B)`
of a selected density matrix component.
Parameters
----------
rho : qobj
Density matrix of composite object
selB : int/list
Selected components for density matrix B
base : {e,2}
Base of logarithm.
sparse : {False,True}
Use sparse eigensolver.
Returns
-------
ent_cond : float
Value of conditional entropy
"""
if rho.type != 'oper':
raise TypeError("Input must be density matrix.")
if isinstance(selB, int):
selB = [selB]
B = ptrace(rho, selB)
out = (entropy_vn(rho, base, sparse=sparse) -
entropy_vn(B, base, sparse=sparse))
return out
def participation_ratio(rho):
"""
Returns the effective number of states for a density matrix.
The participation is unity for pure states, and maximally N,
where N is the Hilbert space dimensionality, for completely
mixed states.
Parameters
----------
rho : qobj
Density matrix
Returns
-------
pr : float
Effective number of states in the density matrix
"""
if rho.type == 'ket' or rho.type == 'bra':
return 1.0
else:
return 1.0 / (rho ** 2).tr()
def entangling_power(U):
"""
Calculate the entangling power of a two-qubit gate U, which
is zero of nonentangling gates and 1 and 2/9 for maximally
entangling gates.
Parameters
----------
U : qobj
Qobj instance representing a two-qubit gate.
Returns
-------
ep : float
The entanglement power of U (real number between 0 and 1)
References:
Explorations in Quantum Computing, Colin P. Williams (Springer, 2011)
"""
if not U.isoper:
raise Exception("U must be an operator.")
if U.dims != [[2, 2], [2, 2]]:
raise Exception("U must be a two-qubit gate.")
a = (tensor(U, U).dag() * swap(N=4, targets=[1, 3]) *
tensor(U, U) * swap(N=4, targets=[1, 3]))
b = (tensor(swap() * U, swap() * U).dag() * swap(N=4, targets=[1, 3]) *
tensor(swap() * U, swap() * U) * swap(N=4, targets=[1, 3]))
return 5.0/9 - 1.0/36 * (a.tr() + b.tr()).real


You can do a lot of crazy stuff with JavaScript. But can you re-render a website inside an iframe inside that same website? You know, something like this:
Something like this, but with the current website inside the laptop. Photo Source.
Don’t know why I thought of this, but the idea started to grow on me. I knew it could be done. I knew it would look trippy. So I decided to bring the idea to life.
“What is the most resilient parasite? Bacteria? A virus? An intestinal worm? An idea. Resilient… highly contagious. Once an idea has taken hold of the brain it’s almost impossible to eradicate. An idea that is fully formed - fully understood - that sticks; right in there somewhere.” - Cobb (Leonardo DiCaprio in Inception)
Found out there’s a name for this kind of effect - Droste effect.
The Droste Effect.
How would one create such an effect using JavaScript? My first approach was to take a screenshot of the current website, and just put it on display inside the mockup photo. I tried out a few libraries that take screenshots of the current page (like this one), but I could never get them to work 100%.
My next approach was to insert iframes inside the mockup photos. This turned out to be more feasible, and after working on this approach for a while I decided to turn it into a small JavaScript library - inception.js. Here’s a quick demo:
Basic example
Lets say we have a container div, and want to insert the current page inside it. Using inception.js, all we need to do is:
inception1 = new Inception({
parentElementId: "iframeContainer1",
levels: 3
})
And the result is:
That’s it. The number of nested iframes is set by the ‘levels’ parameter.
Okay I lied. The code I used was little bit different. If you manage to scroll down inside those iframes, you’ll see there are no disqus comments at the end of the iframes. I didn’t include them because I always get nasty errors when using disqus stuff. I didn’t want those errors to occur again inside the iframes, so I removed all the disqus stuff from the iframes. To do this, I added a class called “disqus_stuff” to all the disqus script elements, and added ‘classesToRemove: “disqus_stuff”’ to the Inception constructor call.
inception1 = new Inception({
parentElementId: "iframeContainer1",
levels: 4,
classesToRemove: "disqus_stuff"
})
But that’s a pretty bare bones example. To recreate the droste effect in a mockup photo, we need a mockup photo, and some way to insert our iframes on top of that photo.
Mockup photo downloaded from Magic Mockups
The code to recreate this example is
inception2 = new Inception({
imageId: "img1",
levels: 2,
width: "60%",
height: "56%",
top: "25%",
left: "10%",
rotate: "5deg",
classesToRemove: "disqus_stuff",
matchWidthElementId: "img1",
leftAlignWith: "img1"
}
The only difficult part here is getting the width, height, top, left and rotate values for things to work (i.e. positioning the iframes inside the mockup image). But don’t worry, I got you covered. I made a codepen where you can get all the necessary values to set everything up.
What if the screen on the mockup image is tilted in a weird way? Or the screen is not directly facing forward? Franklin Ta has already solved that problem for us. He used matrix3d transforms to place anything inside such screens.
Theoretically, you could always use a matrix3d to place anything on top of mockup images (instead of specifying width, rotation, etc…), but I’d reccomend against using matrix3d’s if you can. Code will look cleaner, it’s easier to set up correctly, and in my experience, the browser has a hard time computing matrix3d transforms.
Here’s and example with matrix3d:
Mockup photo downloaded from Magic Mockups
Code:
inception3 = new Inception({
imageId: "img2",
levels: 1,
matrix3d: "matrix3d(0.326055, ...)",
imageWidth: "960px",
imageHeight: "640px",
classesToRemove: ["disqus_stuff", "nav"],
matchWidthElementId: "img2",
leftAlignWith: "img2",
}
Again, the hard part here is getting the correct matrix3d values for your mockup image. I’ve forked Franklin Ta’s codepen and modified it slightly to facilitate usage with mockup images.
Finally, I’d like to say that getting this to run on every page can be a real challenge. Certain things will not work. For example, 3D translations may screw up the z-index of some elements, and certain elements inside the iframes will not render (on Chrome, Firefox works fine?). Not only that, I haven’t done anything to optimize the code. It’s a mess. Seriously. If you open Chrome’s dev console and run an audit you’ll see what I mean.
Looks pretty tight though. More on Github.


Portfolio
For the collection of my personal projects, head to my laboratories.
Interactive Resume: Updated February 2021
PDF Resume: Updated February 2021 (81kB)
For the collection of my personal projects, head to my laboratories.
Interactive Resume: Updated February 2021
PDF Resume: Updated February 2021 (81kB)


No library
Cardinal
Kitchen Sink
Kitchen Sink (All req'd)
Kitchen Sink (Req'd, Immediate Validation)
Short
File
Page state
Conditional
Conditional 2
Conditional 3
Blank
Blank (identified)
All sizes
Table
Screendoor


§302L-6 Federal funds. The office may use and expend federal funds for the purpose of early learning. [L 2015, c 108, §2; am L 2017, c 202, §9]


This plugin allows you to make elements responsive, by dynamically adding class names to them based on width.
Below is an example that slowly grows wider, applying different classnames along the way.
Manual
Small < 192px
Medium 192px - 416px
Large > 416px
Unobtrusive
Small < 192px
Medium 192px - 416px
Large > 416px
Unobtrusive with options
Small < 192px
Medium 192px - 416px
Large > 416px


Young’s Orthogonal Representations¶
SnFFT uses Young’s Orthogonal Representations (YOR) to calculate the fast Fourier transform of a function over Sn . In addition to Young’s Orthogonal Representations, the fast Fourier transform needs to know the structure that determines the decomposition of Young’s Orthogonal Representations (PT). Additionally, the bandlimited fast Fourier transform needs some information about whether or not a component is a zero-frequency component (ZFI). To make computing multiple fast Fourier transforms more efficient, YOR, PT, and ZFI are computed before calling the fast Fourier transform. They only need to be computed once because they don’t depend on the specific values of the function over Sn .
Dense and Sparse Functions¶
Before computing a dense or sparse fast Fourier transform, construct the necessary information with:
julia> RA, PT = yor(N)
-
yor
(N)¶
# Parameters
# N::Int
# - the problem size
# Return Values
# YOR::Array{Array{Array{SparseMatrixCSC, 1}, 1}, 1} (Young's Orthogonal Representations)
# - YOR[n][p][k] is Young's Orthogonal Representation for the Adjacent Transposition (K, K + 1) for the pth Partition of n
# PT::Array{Array{Array{Int, 1}, 1}, 1} (Partition Tree)
# - for each value, i, in PT[n][p], P[n][p] decomposes into P[n-1][i]
# - length(PT[1]) = 0
Bandlimited Functions¶
Before computing a bandlimited fast Fourier transform, construct the necessary information with:
julia> RA, PT, ZFI = yor_bl(N, K)
-
yor_bl
(N, K)¶
# Parameters:
# N::Int
# - the problem size
# K::Int
# - the problem is homogenous at N-K
# Return Values
# YOR::Array{Array{Array{SparseMatrixCSC, 1}, 1}, 1} (Young's Orthogonal Representations)
# - YOR[n][p][k] is Young's Orthogonal Representation for the Adjacent Transposition (K, K + 1) for the pth Partition of n that is needed for the bandlimited functionality
# - length(YOR[n]) = 0 for n = 1:(N - K - 1)
# - if p < ZFI[n], length(YOR[n][p] = 1) and YOR[n][p][1,1] contains the dimension of the full Young's Orthogonal Representation
# PT::Array{Array{Array{Int, 1}, 1}, 1} (Partition Tree)
# - for each value, i, in PT[n][j], P[n][j] decomposes into P[n-1][i]
# - length(PT[n]) = 0 for n = 1:(N - K)
# - length(PT[n][p]) = 0 for p <= ZFI[n]
# ZFI::Array{Int, 1} (Zero Frequency Information)
# - ZFI[n] = k if, for p<=k, P[n][p] is a zero frequency partition


225
New contacts
$450.00
Income amounts
$18954
Lifetime total sales
$7841
Income amounts
Visitors
Sales
Orders
Revenue
Last 30 days
Last 30 days
Last 30 days
Last 30 days
|
|
USA | 2.920 | 53.23% |
|
|
Germany | 1.300 | 20.43% |
|
|
Australia | 760 | 10.35% |
|
|
United Kingdom | 690 | 7.87% |
|
|
Romania | 600 | 5.94% |
|
|
Brasil | 550 | 4.34% |
Your products, all the that I have downloaded your site and worked are sooo cool! I the color mixtures, cards... . Keep up the great !
| ID | Name | Salary | Country |
|---|---|---|---|
| 1 | Bob Williams | $23,566 | USA |
| 2 | Mike Tyson | $10,200 | Canada |
| 3 | Tim Sebastian | $32,190 | Netherlands |
| 4 | Philip Morris | $31,123 | Korea, South |
| 5 | Minerva Hooper | $23,789 | South Africa |


Rock, Paper, Scissors
You
Computer
0
:
0
Paper cover Rock and you win!
Let's see how far you can go
✊
✋
✌
Make your Move!
Restart Game


Next:
proof: The derivation of
Up:
misc contents
Previous:
Two-dimensional mode structures on
Magnetic islands
to be done.
yj 2015-09-04


| MATLAB 文件帮助: cv.meanShift | 查看 cv.meanShift 的代码 | Index |
meanShift Finds an object on a back projection image
window = cv.meanShift(probImage, window)
[window,iter] = cv.meanShift(probImage, window)
[...] = cv.meanShift(..., 'OptionName', optionValue, ...)
[x,y,w,h]
.[x,y,w,h]
.struct('type','Count+EPS', 'maxCount',100, 'epsilon',1.0)
The function implements the iterative object search algorithm. It takes the
input back projection of an object and the initial position. The mass center
in window of the back projection image is computed and the search window
center shifts to the mass center. The procedure is repeated until the
specified number of iterations Criteria.maxCount
is done or until the
window center shifts by less than Criteria.epsilon
. The algorithm is used
inside cv.CamShift and, unlike cv.CamShift, the search window size or
orientation do not change during the search. You can simply pass the output
of cv.calcBackProject to this function. But better results can be obtained
if you pre-filter the back projection and remove the noise. For example, you
can do this by retrieving connected components with cv.findContours,
throwing away contours with small area (cv.contourArea), and rendering the
remaining contours with cv.drawContours.


The total amortisation value of all goodwill assets at the end of the financial period.
This is calculated by adding together any goodwill assets provided during the period, other adjustments and the amortisation value at the start of the financial period, and then subtracting any disposals.


{{mission.title}}
[Awards {{mission.award | currency:'EUR':'symbol-narrow':'1.0-0'}}]
below the characteristics of the mission, once started the counter will display
the time remaining before you can check whether it was a success or a failure.
the success of the mission depends on its difficulty as well as on the sum of heroes strength sent.
BE CARREFUL you need to pay your hero(es) each time you send them, even if it's failleddifficulty: {{mission.difficulty}}people to save: {{mission.safe_people}}XP: {{mission.experience}}Ptsreceived on {{mission.date | erozDate : ''}}finished on {{mission.accomplished | erozDate : ''}}
mission not started, so countdown are hide
Check if mission is successful and if so collect the awards
Mission was failed, you lose {{mission.award | currency:'EUR':'symbol-narrow':'1.0-0'}}
and {{mission.experience}}XP
Yes, indeed you send; {{hero.name}} with {{hero.strength}} of strength (STR)
So you had only {{(heroesSum(mission.id) / mission.difficulty)*100 | number:'2.2-3'}}% of succeed
drop here heroes to send
HEROES INVOLVED in MISSION
"{{mission.title | titlecase}}"
{{hero.name}}
great job !!! Mission {{mission.title}} was successful
{{hero.name}} received {{mission.experience / mission.heroes.length}} Xp


Kaisel landed in front of the Hunter's Association building
Kiiaaahk-!.
Naturally, stunned folks of the Association all came running outside when a massive monster suddenly descended in the middle of Seoul – not only that, right on the front lawn of the Hunter's Association, no less
Hunters of the Monitoring Division, normally tasked with detecting the approach of all beings possessing magical energy, also ran outside with various weapons in their hands
But, their complexions all lost colour after Jin-Woo hopped off from the back of the creature
'Return . '.
Kaisel heeded Jin-Woo's order and immediately disappeared into his shadow
Meanwhile, people gathered here began recognising who he was
'W-was that Hunter Seong Jin-Woo's summoned creature?'.
'He can even control a monster like that, too??'.
All these people had seen Jin-Woo's ability through their TV screens . So, it didn't come as much of a surprise that he could control a monster
Jin-Woo walked over to an Association employee he recognised and addressed him . This person was a Hunter working for the Monitoring Division and was often seen accompanying the Association President
"I'd like to speak to the Association President . ".
You wouldn't normally get to meet the President just because you wanted to . Even a government minister had to wait for a whole week for a meeting with Goh Gun-Hui
However, who here was brave enough to tell that to the young man in front of their eyes?.
A Hunter, who wasn't originally a member of the raid team, suddenly appeared out of nowhere and easily disposed of the ant monster – a monster so powerful that it toyed around with several rank S Hunters
So, wouldn't the Association President be dying to speak to this man more than anyone else right now?.
The Association employee quickly replied
"The Association President is in the hospital at the moment . ".
"Is he feeling unwell?".
Jin-Woo asked while remembering that the Association President's health wasn't so good, to begin with . It was possible that he somehow worsened his condition because he watched the raid broadcast
"No, not at all . He went over to observe the situation with Hunter Cha Hae-In . ".
Jin-Woo nodded his head . Did that mean it'd be hard to meet him today?.
Just as he was preparing to leave, the employee continued on
"Let me call the President on the phone . If you will, please wait for a little while at the reception room . ".
"Got it . ".
Jin-Woo felt relieved . There was something he wanted to tell the President as soon as possible, actually
***.
Cha Hae-In was admitted to the largest Association-designated Hunter hospital there was . Goh Gun-Hui quietly waited for the examination results, and soon, his personal doctor approached him with some news
The Association President hurriedly asked
"How does she look?".
"We haven't performed an in-depth examination yet, but . she seems to be 100% normal, at least outwardly speaking . She's resting comfortably at the moment . ".
"I see ".
Goh Gun-Hui nodded his head, thinking 'I thought as much' to himself
The doctor was alongside Goh Gun-Hui when they watched the raid together . Cha Hae-In's current condition was as much of a mystery even for him
"Her complexion was really poor from the massive haemorrhaging, so how did her condition improve in such a short period of time?".
" . ".
Goh Gun-Hui had already been debriefed by the Korean raid team members, but he chose to keep his mouth shut here
'Would he even believe me if I tell him?'.
… . The fact that Hunter Seong Jin-Woo 'borrowed' the power of the dead Hunter Min Byung-Gu to heal Cha Hae-In?.
 Other Hunters were thinking along the same line as well
"The rank A Healers I had on standby managed to save her . ".
"She looked to be in such a precarious position Well, it's a relief that the treatment was carried out in time . ".
Thankfully for Goh Gun-Hui, the doctor seemed to have believed him
"Ah!".
The personal doctor opened his mouth again after recalling something just now
"Sir, it's regarding Hunter Seong Jin-Woo . ".
Goh Gun-Hui's ears perked up after Seong Jin-Woo's name was brought up
"What about Hunter Seong Jin-Woo?".
The doctor was quick to continue, having seen the light glinting in Goh Gun-Hui's eyes change like that
"You know that his mother was a patient in our hospital, yes?".
"The Eternal Sleep disorder, right?".
"That's correct . ".
Goh Gun-Hui did get to read up on Jin-Woo's family back when the investigation to the youth's background was still ongoing . He suddenly thought of the worst possible scenario and asked, his expression hardening rapidly
"It can't be Did she pass on?".
The doctor shook his head
"It's the exact opposite, actually . ".
"The exact opposite?".
"I heard that she actually woke up from the 'final sleep' stage and was discharged recently . ".
"Are you telling me the truth?!".
"Those in the know are in a huge uproar over this whole thing, sir . We may not have made any official announcement, but well, it did happen in our hospital, so ".
The higher-ups of the hospital naturally saw today's raid, as well . And that meant they continued to talk about Seong Jin-Woo's matter, and eventually, even Goh Gun-Hui's personal doctor got to hear about it
"But, Eternal Sleep was cured? Was that even possible?".
"I believe this is the first time ever in the world, sir . ".
"When did she wake up?".
"Most likely ".
The doctor confirmed the date in his head
"About five days ago . ".
" . ".
Now it made sense
The day he asked Jin-Woo to join the raid, and the day the youth's mother woke up, were almost the same
'Hunter Seong Jin-Woo's father went missing inside a Gate, didn't he?'.
A wife who lost her husband to the Gate . Hunter Seong Jin-Woo would've found it very hard to leave such a mother behind all alone to participate in the Jeju Island raid . Not to mention, to participate in the subjugation operation that had failed three times in the past as well
Goh Gun-Hui reflected on his carelessness for failing to check upon his situation
'That's why he couldn't participate in this raid . '.
Jin-Woo's situation, and the feats he performed today, combined to wash away the misunderstanding that almost managed to block up his chest . Goh Gun-Hui's heart began racing once more
He really liked this young man . Such a man was a rare breed, indeed
It was then, an Association employee approached him
"Sir . ".
"Did something happen?".
"We couldn't get in touch with Hunter Min Byung-Gu's family . ".
"You mean . His mother?".
"Yes, sir . ".
That was to be expected . She learnt of her son's passing through a d*mn TV . She then called the Association on the phone, her voice trembling non-stop . The Association had no choice but to be honest with her
"I'll go and see her personally . ".
"Sir, you're planning to go there personally?".
"A parent is about to hold a funeral for her child without his body . You really think she's in any state of mind to pick up a phone?".
"B-but, sir . ".
"I'll go and speak to her personally and inform her of everything that happened . And I'll express my condolences as well . ".
" Understood, sir . ".
The employee turned around with a hardened face . But then, his phone began ringing quite noisily and made him stop
He saw that the call came from the Association, so he got permission from the President to answer it
"Mm? There's someone who wishes to speak to the Association President? What?! It's him?".
Goh Gun-Hui shook his head
"Tell them I'm not meeting anyone today . ".
The employee covered the phone with his hand and quickly spoke up
"Sir, the person who wishes to speak to you is . Hunter Seong Jin-Woo . ".
"Hunter Seong Jin-Woo??".
Goh Gun-Hui opened his eyes wide and retracted what he said just now right away
"Tell them I'll be there shortly . ".
***.
Jin-Woo got to the Association President's office under the guidance of an employee . He was then asked rather affectionately as soon as he settled down on the couch
"Would you like something to drink?".
Jin-Woo was about to decline the offer, only to feel a bit of thirst creeping up on him . Now that he thought about it for a sec, he hadn't taken a sip of water even though he had fought such an intense battle
"Water will be fine . ".
"Thank you very much!".
" . ?".
What was he so thankful about?.
The employee's face reddened after blurting his words out from sheer nervousness . He placed the bottle of water in front of Jin-Woo and deeply bowed his head
"If you need anything else, please don't hesitate to call me . ".
"I will . ".
Jin-Woo thought the employee's attitude was far more cautious and sincere than the last time he came here
'It's probably because of the raid broadcast . '.
He guessed that the attitude of many people, as well as the way they looked at him, would change greatly from now on . Not too long afterwards, Goh Gun-Hui entered the office
"Seong Jin-Woo Hunter-nim!".
Jin-Woo tried to get up, but the Association President Goh Gun-Hui dissuaded the youth from doing so
Jin-Woo just returned from Jeju Island . And he even fought a mutated ant monster that almost annihilated a team of rank S Hunters
So, the current Jin-Woo was a VIP among all VIPs
Goh Gun-Hui was definitely not planning to treat with disrespect a person who saved the lives of South Korea's rank S Hunters
Goh Gun-Hui settled down on the couch opposite to Jin-Woo, rather than in his usual spot at the seat of the honour
"I've heard what transpired inside the ant tunnel . ".
"Ah, I see . ".
In that case, this talk should proceed quite swimmingly, then . Jin-Woo felt that this was for the better . Goh Gun-Hui continued on
"Also, I've been informed on how you got here, as well . ".
Countless witnesses saw Kaisel flying now . There was no way the President of the Hunter's Association wouldn't hear about it
"Did you get to Jeju Island while riding on the back of that creature?".
Well, Jin-Woo used 'Shadow Exchange' to reach the island, but was there a reason to reveal all of his cards here?.
Jin-Woo was rather economical with his words
"Something like that . ".
This was the same thing as him making a confession that the flying monster appearing in Seoul a few nights ago was his doing . But, this would prove to be more convenient if he were to continue riding on Kaisel from now on
"So, that was the case . ".
It was as expected . The Association President nodded his head
Jin-Woo was able to utilise the powers of dead monsters .  And it was time to get to the main topic
"You said you wanted to speak to me ?".
"Yes . ".
"Is something the matter?".
"I've taken care of all the ants on the island . ".
"Excuse me??".

"Yes . ".
Jin-Woo confidently replied
"You won't encounter any problems when entering Jeju Island . ".
"But, how ".
No, Goh Gun-Hui could already guess the 'how' of it
The TV camera caught the sight of hundreds of Jin-Woo's summons . If those things combed every inch of Jeju Island, then it wouldn't be a problem for him to annihilate every single ant in such a short period of time
The important point here was, of course, entry into Jeju Island was possible now
And it also signified that they would be able to retrieve Hunter Min Byung-Gu's remains resting deep within the ant tunnel, too
Goh Gun-Hui was greatly troubled by the fact that the remains of Hunter Min Byung-Gu had to be left abandoned there until the ant monsters were all gone, but now .
The ends of his eyes reddened up with emotions . He then wholehearted thanked Jin-Woo
"Thank you very much, Seong Jin-Woo Hunter-nim . ".
***.
Inside a suite of South Korea's top luxury hotel
Although his presence had been buried under the huge news of the Jeju Island raid recently, it was still an undeniable fact that one of the world's most powerful Hunters had taken up a temporary residence there
Thomas switched off the monitor still playing the video of the raid . He had already seen that recorded video three times by now
Laura, who stood next to him, asked him . She accompanied him to Korea as his sole subordinate
"What do you think, sir?".
"Well… it's as you can see . ".
He leaned against the couch and placed his legs on the coffee table
Thomas had fair blonde hair and a high nose . A seemingly never-ending happy smile was deeply etched on his sunglasses-wearing face
"So, are you sure that's the Hunter Mister Hwang was investigating?".
"Yes . ".
"And he asked you what would happen if he killed someone in Korea?".
"Yes . ".
Thomas ordered the potential connection between Hwang Dong-Su and Seong Jin-Woo to be secretly investigated as soon as Laura made her report . And, as it turned out, there was only one connection between the two
That would be Hwang Dong-Su's older brother, Hwang Dong-Seok
He and Seong Jin-Woo entered the same dungeon together, but only the latter walked out alive, while the former went missing
No one would question what happened inside a dungeon . That had become common sense throughout the world now
"So, it's revenge, is it?".
"Most likely . ".
"And here I thought that he had no family . He hid it pretty well . ".
"I heard that Mister Hwang's brother was meticulous in hiding the family connection, sir . ".
"Probably because he was involved in shady stuff, that's why . ".
So shady, in fact, it'd greatly affect his own younger brother if the word got out . Laura used her silence to indicate her agreement
And then . the Jeju Island raid happened
"I guess it will become far harder to meet Seong Jin-Woo now, what with an incident like that taking place . ".
"I believe so . ".
Laura replied confidently
There was only one reason why the Master of Scavenger Guild, as well as one of the most renowned Hunters in the world, Thomas, gave himself some time off and came to this small nation . And that was to meet Seong Jin-Woo
More specifically, he wanted to find out what might happen if Mister Hwang did get to have a go with Seong Jin-Woo for real
He told the management of the Guild that he was coming here to scout yet another rank S South Korean Hunter
"I really wanted to meet him, too . What a shame this is . ".
Thomas's voice was thick with the emotion of wistfulness
Laura cautiously asked him from the side
"As I thought . It'd be for the best to prevent Mister Hwang from encountering Hunter Seong Jin-Woo, yes?".
"Well . ".
Thomas slowly scratched his chin, before replying to her with a smirk
"The South Korean government did save Mister Hwang's life, that's for sure . ".
The Korean government immediately blocked Hwang Dong-Seok from entering the country . After all, he did abandon his mother nation to emigrate to the States as soon as he was evaluated to be a rank S, didn't he?.
The whole thing could've turned into an international incident, but Thomas was able to utilise the time earned that way to come and visit Korea first
Too bad, Mister Hwang wasn't someone who'd simply give up just because he was refused entry to a country . Especially so, if his purpose was revenge
In all honesty, Thomas didn't have a stuffy personality . He had no thoughts of stopping Mister Hwang at the risk of being on the end of his hostility when the latter wanted to avenge the death of his family member
But then, that man was an important asset to Scavenger Guild . And that was precisely the reason why Thomas thought of finding out the exact skill level of Seong Jin-Woo, who was also ranked S
Because, it'd prove to be troublesome if Mister Hwang ended up kicking the bucket, instead
However .
The impression Thomas got from seeing Seong Jin-Woo was that, the American should be thanking the lucky stars right about now
"No matter what, never let Mister Hwang step a foot inside South Korea . With that, hopefully, these two won't run into each other . ".
"Understood . I'll also withdraw the legal procedures . ".
"I should be the one to talk to Mister Hwang . That friend's got a fiery personality, so I guess I'll have to do my best on this one . ".
Laura studiously jotted down everything her Guild Master said on a memo pad . But then, a question popped up in her head
"What if . even after we did all this, the two of them end up fighting What will you do then, sir?".
"Laura . Don't you know me?".
Thomas grinned deeply
"Mister Hwang is Scavenger Guild's asset . And Scavenger is my property . ".
His lips might be smiling, but the eyes hidden beneath the sunglasses certainly weren't . He always wore a pair of sunglasses to hide his incredibly sharp eyes
He sat back up straight and lowered his voice
"I will never forgive anyone who dares to touch my property . Even if that's the American government itself . ".
One person's power equalled that of an entire country
His name was Thomas Andre
One of only five in the entire world . This was the confidence that only a Special Authority-rank Hunter, an international powerhouse, could possess
< Chapter 125 > Fin


Useful, e.g., if you have a company-wide organizational hierarchy of projects, where different configuration managers might want to view a different sub-set of jobs, so there's no reason to manage each view's list of jobs if some views are simply meant to be an aggregate of other views.
Another example is if you have one "special" view that contains utility or legacy jobs, and you want to easily exclude those jobs from other views, but there are no well-defined characteristics of those jobs that you can filter on. With this filter, you can put your effort into creating that special view, and then for other views simply choose to exclude all jobs that appear in that special view.
If you select a view as it's own "Other View" or otherwise create circular references between views this can lead to unpredictable behavior. This filter will warn you if that's the case.


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Our mission is to bring together Sac State students who are interested in data science to learn more about different technologies and tools, and make some really cool projects!
Data Science is the intersection of computer science, math, statistics, and machine learning.
The purpose of the club is to give students a background on data science through lectures and discussions, connect with alumni working as data scientists, and have hangouts to work on projects to build your resume and learn new concepts.
Our tentative plan is meet in Riverside 5029 from 12-1 on Monday, starting February 8th. This may change though so please follow this page for updates
We're usually in Riverside 5029 5-11pm on Friday's if you want to hang out and work on some projects, data related or not!
A link to the planned topics can be found here
A link to some great data science resources can be found here
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