count: false class: center, middle # Python tutorial @ BIG (EPFL) ## A short introduction to Python for Image Analysis and Deep Learning *Lilian Besson*
BIG, EPFL, July 2016 .affiliations[ ![ENS Cachan](logos/enscachan.png) ![EPFL](logos/epfl.png) ] ??? Good luck --- # Introduction This short tutorial will get you started with Python 3. We will try to discover together what Daniel asked me yesterday. --- # 1. Installing Python 3 > *Try to do this on your laptop, during the tutorial* 1. Download [Anaconda (Python 3.5)](https://repo.continuum.io/archive/Anaconda3-4.1.0-MacOSX-x86_64.pkg) from [continuum.io/downloads](https://www.continuum.io/downloads) (~ 346 Mo) 2. Install it: double-click the downloaded `.pkg` file and follow the instructions 3. Check that Python (`python3`) has been installed: ```bash $ python3 [it should work] ``` --- # 2. Basic introduction to Python - .red[**Not covered today**] - Start with [introtopython.org](http://introtopython.org/) - More in-depth tutorial: [scipy-lectures.org](http://www.scipy-lectures.org/) (very good quality) - Example: [Hello World!](http://introtopython.org/hello_world.html) ```python >>> print("Hello Python world!") Hello Python world! ``` --- # 3. Using the Spyder IDE - The Spyder IDE [is shipped](https://pythonhosted.org/spyder/installation.html#installing-on-macos-x) with Anaconda - Gives a nice MATLAB-like interface: advanced editing, interactive testing, debugging and introspection features - A numerical computing environment thanks to the support of: `IPython` (enhanced interactive Python interpreter) and core Python libraries: `NumPy` (linear algebra), `SciPy` (signal and image processing) or `matplotlib` (interactive 2D/3D plotting) - Easy to debug: add breakpoint, previous/next buttons etc - ==> It's *Demo time!* - Other good IDE : the [Jupyter notebook](https://jupyter.org/) [jupyter.org](https://jupyter.org/) --- # 4. Importing the main libraries - .green[They are all shipped with Anaconda!] - [NumPy](http://www.numpy.org/): `import numpy as np` - [Scipy](http://www.scipy.org/): `import scipy` - [MatPlotLib](http://matplotlib.org/): `import matplotlib.pyplot as plt` --- ## 4.1. First example: ```python t = np.linspace(0, 2 * np.pi, 400) x = np.cos(2*t) y = np.cos(3*t) plt.figure() plt.plot(x, y, 'r+-') plt.show() ``` [![Figure #1](figures/figure_1.png)](figures/figure_1.png) --- ## 4.1. Second example: ```python from scipy.special import gamma x = np.linspace(0.1, 3, 400) y = gamma(x) plt.figure() plt.plot(x, y) plt.title("The function $\Gamma(x)$ on $[0.1, 3]$") plt.show() ``` [![Figure #2](figures/figure_2.png)](figures/figure_2.png) --- # 5. Reading data, images etc with `scipy` or `scikit-image` - .green[They are all shipped with Anaconda!] - `scipy.ndimage` implements a lot of image processing functions, mostly for n-dimensional images. Cf. the tutorial http://www.scipy-lectures.org/advanced/image_processing/index.html - And `scikit-image` ([scikit-image.org](http://scikit-image.org)) adds functions specific to 2D/3D images, and more. Cf. the tutorial http://www.scipy-lectures.org/packages/scikit-image/index.html#scikit-image - For 3D plotting, use [Mayavi](http://www.scipy-lectures.org/packages/3d_plotting/index.html#mayavi-label) --- ## 5.1. Example: reading an image ```python from scipy import ndimage # module for n-d images import matplotlib.pyplot as plt # module for plotting from scipy import misc # some toy data are in this module face = misc.face(gray=True) # Or face = plt.imread('face.png') # Or from skimage.io import imread # import a function face = imread('face.jpg') print(face[0, 0]) # first pixel: 114 # display the image plt.imshow(face, cmap='gray') plt.show() ``` --- ## 5.1. Example: reading an image [![Figure #3](figures/figure_3.png)](figures/figure_3.png) --- ## 5.2. Example: more on images ```python lx, ly = face.shape # cropping, by slicing the ndarray (matrix) crop_face = face[lx / 4: - lx / 4, ly / 4: - ly / 4] # up <-> down flip flip_ud_face = np.flipud(face) # rotation rotate_face = ndimage.rotate(face, 45) rotate_face_noreshape = ndimage.rotate(face, 45, reshape=False) plt.figure() plt.subplot(2, 3, 1) plt.imshow(face, cmap='gray') plt.subplot(2, 3, 2) plt.imshow(crop_face, cmap='gray') # etc... ``` --- ## 5.2. Example: more on images [![Figure #4](figures/figure_4.png)](figures/figure_4.png) --- # 6. Machine Learning in Python with `scikit-learn` - .green[Shipped with Anaconda] - Importing [scikit-learn](http://scikit-learn.org/): `import sklearn as sk`, `from sklearn import XXX` - Documentation on [scikit-learn.org](http://scikit-learn.org/stable/tutorial/index.html) - Lots of "not-deep" machine learning algorithm, easy to use - Lots of examples --- # 7. Deep Learning in Python with `caffe`, `lasagne` or `tensorflow` - .red[**I don't do deep learning myself!**] So I don't know which library is the best... - .orange[**NOT shipped with Anaconda !**] - `caffe`: Python interface to a C++ engine, by Berkeley's Vision lab, [caffe.berkeleyvision.org](http://caffe.berkeleyvision.org/), [example](https://nbviewer.jupyter.org/github/BVLC/caffe/blob/master/examples/01-learning-lenet.ipynb#2.-Creating-the-net) - `lasagne`: C and Python, built on top of `theano`, by Yoshua Bengio's lab (Montreal), [lasagne.readthedocs.org](http://lasagne.readthedocs.org/), [example](https://github.com/Lasagne/Lasagne#example) - `tensorflow`: Python interface to a C++ engine, by Google, [tensorflow.org](http://www.tensorflow.org/), [example](https://github.com/pkmital/tensorflow_tutorials#tensorflow-tutorials). See also: [tflearn.org](http://tflearn.org/#quick-overview) - Also interesting: [keras.io](http://keras.io/), using either Theano or TensorFlow, pure Python, [example](http://keras.io/#getting-started-30-seconds-to-keras) --- count: false class: bgheader middlebelowheader # Questions ? > Please ask if any! --- # References for Python 3 and basic tools - `Python 3` documentation: [docs.python.org/3](https://docs.python.org/3/) - [introtopython.org](http://www.introtopython.org/) for a small introduction to Python syntax and concepts - `Spyder` documentation: [pythonhosted.org/spyder](https://pythonhosted.org/spyder/) - `IPython` tutorial: [ipython.readthedocs.io](https://ipython.readthedocs.io/en/stable/interactive/tutorial.html) --- # References for libraries (1/3) - `NumPy` documentation: [docs.scipy.org/doc/numpy/reference](http://docs.scipy.org/doc/numpy/reference/) - `SciPy` documentation: [docs.scipy.org/doc/scipy/reference](http://docs.scipy.org/doc/scipy/reference/) - `SciPy` for image manipulation: [www.scipy-lectures.org/advanced/image_processing](http://www.scipy-lectures.org/advanced/image_processing) - `MatPlotLib` documentation: [matplotlib.org/contents.html](http://matplotlib.org/contents.html) - `MatPlotLib` tutorial: [www.labri.fr/perso/nrougier/teaching/matplotlib](http://www.labri.fr/perso/nrougier/teaching/matplotlib/) --- # References for libraries (2/3) - `scikit-learn` tutorial: [scikit-learn.org/stable/tutorial/index.html](http://scikit-learn.org/stable/tutorial/index.html) - `scikit-image` tutorial: [scikit-image.org/docs/stable/overview.html](http://scikit-image.org/docs/stable/overview.html) - Also on [scipy-lectures.org](http://www.scipy-lectures.org/): [www.scipy-lectures.org/packages/scikit-image](http://www.scipy-lectures.org/packages/scikit-image) --- # References for libraries (3/3) - `theano` documentation: [deeplearning.net/software/theano](http://deeplearning.net/software/theano) - `lasagne` documentation: [lasagne.readthedocs.org](http://lasagne.readthedocs.org/) - `tensorflow` documentation: [www.tensorflow.org/versions/r0.9/get_started/index.html](https://www.tensorflow.org/versions/r0.9/get_started/index.html) - `tflearn.org` tutorial: [tflearn.org/#quick-overview](http://tflearn.org/#quick-overview) - `keras` tutorial: [keras.io/#getting-started-30-seconds-to-keras](http://keras.io/#getting-started-30-seconds-to-keras) --- count: false class: bgheader middlebelowheader # Questions ? > Please ask if any! --- count: false # About these slides - Slides were made with [remarkjs.com](http://remarkjs.com/) - Source for slides can be found at [github.com/Naereen/slides](https://github.com/Naereen/slides/tree/master/2016_07__Python_demo_at_EPFL) - I am Lilian Besson ([@Naereen](https://github.com/Naereen/)) - I gave this presentation on July 8, 2016 at [BIG @ EPFL](http://bigwww.epfl.ch/people.html)


{% extends "global/Page.html" %} {% load otree static %} {% block title %} Interaction Rules - Double {% endblock %} {% block content %}
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When you finish reading, please press next to take a quiz before you start the game. You can always review the instruction by clicking the "Review the Instruction" button at the end of the pages when you are at quiz pages and result pages.
{% next_button %} {% endblock %}


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| Class | DHTMLConfirm |
| In: |
vendor/plugins/active_scaffold/lib/dhtml_confirm.rb
|
| Parent: | Object |
Matt Mower<EMAIL_ADDRESS>A base class for creating DHTML confirmation types.
The real work is done by the onclick_function and onclick_handler methods. In general it should only be required to override the default onclick_handler method and provide the specific Javascript required to invoke the DHTML confirm dialog of your choice.
It is up to this dialog, if the user confirms the intended action, to invoke the function window.gFireModalLink() to trigger the intended action of the link. For example, using the Modalbox library, you would use something like:
Modalbox.hide( { afterHide: function() { window.gFireModalLink(); } } );
By default the only action recognized is :value which is used to add a dhtml_confirm attribute to the link <a> tag. This value is detected by the ActiveScaffold link and triggers the DHTML confirmation logic.
| message | [RW] | |
| options | [RW] | |
| value | [RW] |


Trump Releases Transcript of First Call with Ukrainian President
President Donald Trump released the transcript of his first call with Ukrainian President Volodymyr Zelensky on Friday just as the second round of public hearings began.
by Charlie SpieringThe contents of the call were not controversial, as Trump congratulated Zelensky for his victory and they both discussed visits to each other’s country.
Trump commented that when he owned the Miss Universe beauty pageant “they always had great people” and that Ukraine was “always well represented.”
Zelensky said that he would practice his English so they could speak together in the same language.
“That’s beautiful to hear,” Trump said. “That’s really good. I could not do that in your language.”
Images of the call transcript below:


Experiments
enable experiments
disable layers
Tests
basic
maximum swipe of one slide, looping
maximum swipe of one slide, no loop
Fixed size children
grouping
grouping w/ autoadvance
grouping and looping
grouping, snap by 2
mixed lengths
mixed lengths no snap
no looping
peeking sides (centered)
peeking sides
tweets


Doggo ipsum stop it fren doggo long woofer pats long bois maximum borkdrive, h*ck boofers you are doin me a concern.  Corgo many pats much ruin diet floofs puggorino you are doing me a frighten, blop doggorino h*ck shooberino puggorino pupper, smol shibe he made many woofs long doggo. Clouds borkdrive tungg wow very biscit boof such treat, doggorino long woofer wrinkler waggy wags.
Fluffer he made many woofs stop it fren heckin good boys you are doing me the shock maximum borkdrive, boof length boy porgo maximum borkdrive. Waggy wags puggo much ruin diet wrinkler bork pupperino, long woofer very good spot long bois. Boof lotsa pats you are doing me the shock floofs long doggo, bork sub woofer shoob. woofer.   Doggorino fluffer heckin many pats you are doin me a concern, doggo tungg sub woofer. Clouds borkf much ruin diet ur givin me a spook maximum borkdrive pupper shoober waggy wags, heckin stop it fren very good spot you are doin me a concern heck.


Reports any uses of concrete JDBC driver classes. Use of such classes will bind your project to a specific database and driver, defeating the purpose of JDBC and resulting in loss of portability.
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In 1966 Marvin Minsky said, “Connect a TV camera to a computer and get the machine to describe what it sees”. Back then, computer vision relied heavily on edge detection. This is when computers locate sharp contrasts in light intensity to detect object locations as well as their shape, size and presence in the image.
During 2001, the ‘Sliding Window’ method was invented. A window slides along the image categorising each window as ‘object’ or ‘non-object’. Usually used in facial recognition, this was one of the most important successes in object recognition.
Nowadays, there are even more methods for 3D object detection, such as feature-based geometric approaches. This approach works well for objects with distinctive features. The general method for this is pre-capturing a number of fixed views of the object, taking out said distinctive features and then matching them back up to the scene in the recognition process.
3D object recognition is common in every day society, with lots of uses.
Video surveillance and People Counting
This can be used for counting the no. of ppl attending events and festivals. This data is used in statistics. This is difficult as people are non-rigid objects and move fairly quickly outside the frame. People also obstruct one another from view and wear a range of clothing styles.
It is also used in speed cameras to detect the speed of vehicles as well as in ‘smart’ pedestrian crossings so traffic lights can change accordingly to the no. of cars and pedestrians.
AR – Augmented Reality
By detecting real-world objects in real time, we can enhance the view by adding CG overlays and graphics. Most of the time, these programs use ‘markers’ such as special images etc to trigger pre-defined CG graphics.
As well as expensive, machines have problems with real-time recognition especially if the object is in a different pose (due to the object's position, size, orientation, pose, lighting, etc) than what they have ‘learnt’. It is difficult to imitate the brain’s way of recognising objects with a computer and proves to be the biggest obstacle in computer vision.
Citation: Pinto N, Cox DD, DiCarlo JJ (2008) Why is Real-World Visual Object Recognition Hard? PLoS Comput Biol4(1): e27.
One of the most anticipated consequences of 3D object recognition is 3D printing.
After recognising and making 3D models, we can use these to 3D print products. At the moment, 3D printing is too slow for mass production but as seen with Adidas, 3D modelling and printing is becoming more apparent in the market.
Recent advances make 3d printing powerful competitor to conventional mass production - Economist
Medical Use:
Complex 3D models can be printed out that match a patients’ unique condition and anatomy (patient-specific) created from the patient’s imaging data – some devices are more general purpose and can be mass produced.
Examples include implants and external prosthetics such as arms and hands. There is undergoing research to be able to 3D print organs such as hearts and livers but it is still in early stages.
This utilises a FDA Powder Bed Fusion Printer:
Currently, this publication talks about Image Quality Transfer (IQT) from UCL researchers. IQT uses machine learning to transfer one-off high quality images from experimental medical imaging devices to the more common lower quality machines. The machines can use this information to then improve low quality images by enhancing image resolution.
Alexander, D.C., Zikic, D., Ghosh, A., Tanno, R., Wottschel, V., Zhang, J., ...Zhang, H. (2017). Image quality transfer and applications in diffusion MRI.. Neuroimage, doi:10.1016/j.neuroimage.2017.02.089


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Epping
Purchasing Power
80,000 k Medium Income
Demographics
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Foot Traffic
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Business Success Indicators
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RANSOM A film review by Michael Redman Copyright 1996 Michael Redman
***1/2 (out of ****)
If he doesn=92t watch out, Mel Gibson is in danger of being known as someone other than Mad Max. Of course there are still a few big guns in this film, but there=92s some accomplished acting too. Although Gibson continues to shed his rough and gritty anti-hero skin as his career progresses, here he explores a new genre: the businessman as action hero.
In Ron Howard=92s latest film, Gibson plays Tom Mullen, a gazillionaire airline owner whose son is snatched from the junior science fair by kidnappers. Mullen at first agrees to pay the ransom, but when things fall apart he rethinks the situation. A veteran of numerous hard-nosed business negotiations, the tycoon realizes that in order to get his son back alive, he has to play his hand differently.
The casting is what puts this film over the top. The trio of Gibson, the kidnappers' mastermind (Gary Sinise) and FBI team leader (Delroy Lindo) play off of each other wonderfully. Sinise is perfect as the driven scheming sleezebag is right on the mark. His speech to Mullen over a walkie talkie about H. G. Wells=92 Morlocks and Eloi reveal his vision of=
society. Mullen and the other glitteratti frolic up on high while Sinise and the other lowlifes dwell below, feeding off the unsuspecting.
Gibson=92s character is an all-American hero with a few flaws. His cowboy=
tactics tend to work, but they are also what got him into this situation to begin with. In a round about way, if he weren=92t known as a man who i= s willing to buy his way out of trouble, his son wouldn=92t have been kidnapped. As Sinise says "You=92re a payer. You did it once and now you=92re going to do it again."
One of the nicest elements of this film is that most of the characters actually have personalities. Lindo calls home to talk to his kids, obviously shaken at working this case. Even the kidnappers are real people, arguing about the ultimate fate of Sean Mullen and feeding him candy bars.
Gibson=92s break-down on the balcony of their penthouse apartment is especially effective. It=92s one of the best filmed representations of a man=92s world falling apart that I=92ve seen.
It=92s not all perfect. The shoot 'em upending, while emotionally satisfying seems tacked on to be just that rather than to provide a powerful resolution. As well crafted as the scene is, we=92ve seen it before. Mullen=92s wife (Rene Russo) has several good moments, but occasionally just seems to be there. While adequate, Brawley Nolte (Sean) doesn=92t provide much to the film other than occupying space to build the story around.
But you=92ll ignore these problems as each minute of the movie builds on the previous one. Forget about the large coke, you won=92t want to leave for that five minute break an hour later.
[This appeared in the 11/14/96 "Bloomington Voice", Bloomington, Indiana. Michael Redman can be reached at<EMAIL_ADDRESS>The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
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--- layout: page title: About header-img: "img/about-bg.png" ---
I am currently a student at Flatiron School and I am on my way to become a full stack software engineer.


STRIP
Section: GNU Development Tools (1)Updated: 2012-06-22
Index Return to Main Contents
NAME
strip - Discard symbols from object files.SYNOPSIS
strip [-F bfdname |--target=bfdname][-I bfdname |--input-target=bfdname]
[-O bfdname |--output-target=bfdname]
[-s|--strip-all]
[-S|-g|-d|--strip-debug]
[-K symbolname |--keep-symbol=symbolname]
[-N symbolname |--strip-symbol=symbolname]
[-w|--wildcard]
[-x|--discard-all] [-X |--discard-locals]
[-R sectionname |--remove-section=sectionname]
[-o file] [-p|--preserve-dates]
[--keep-file-symbols]
[--only-keep-debug]
[-v |--verbose] [-V|--version]
[--help] [--info]
objfile...
DESCRIPTION
GNU strip discards all symbols from object files objfile. The list of object files may include archives. At least one object file must be given.strip modifies the files named in its argument, rather than writing modified copies under different names.
OPTIONS
- -F bfdname
- --target=bfdname
- Treat the original objfile as a file with the object code format bfdname, and rewrite it in the same format.
- --help
- Show a summary of the options to strip and exit.
- --info
- Display a list showing all architectures and object formats available.
- -I bfdname
- --input-target=bfdname
- Treat the original objfile as a file with the object code format bfdname.
- -O bfdname
- --output-target=bfdname
- Replace objfile with a file in the output format bfdname.
- -R sectionname
- --remove-section=sectionname
- Remove any section named sectionname from the output file. This option may be given more than once. Note that using this option inappropriately may make the output file unusable.
- -s
- --strip-all
- Remove all symbols.
- -g
- -S
- -d
- --strip-debug
- Remove debugging symbols only.
- --strip-unneeded
- Remove all symbols that are not needed for relocation processing.
- -K symbolname
- --keep-symbol=symbolname
- When stripping symbols, keep symbol symbolname even if it would normally be stripped. This option may be given more than once.
- -N symbolname
- --strip-symbol=symbolname
- Remove symbol symbolname from the source file. This option may be given more than once, and may be combined with strip options other than -K.
- -o file
- Put the stripped output in file, rather than replacing the existing file. When this argument is used, only one objfile argument may be specified.
- -p
- --preserve-dates
- Preserve the access and modification dates of the file.
- -w
- --wildcard
-
Permit regular expressions in symbolnames used in other command
line options. The question mark (?), asterisk (*), backslash (\) and
square brackets ([]) operators can be used anywhere in the symbol
name. If the first character of the symbol name is the exclamation
point (!) then the sense of the switch is reversed for that symbol.
For example:
-w -K !foo -K fo*
would cause strip to only keep symbols that start with the letters ``fo'', but to discard the symbol ``foo''.
- -x
- --discard-all
- Remove non-global symbols.
- -X
- --discard-locals
- Remove compiler-generated local symbols. (These usually start with L or ..)
- --keep-file-symbols
- When stripping a file, perhaps with --strip-debug or --strip-unneeded, retain any symbols specifying source file names, which would otherwise get stripped.
- --only-keep-debug
-
Strip a file, removing contents of any sections that would not be
stripped by --strip-debug and leaving the debugging sections
intact. In ELF files, this preserves all note sections in the output.
The intention is that this option will be used in conjunction with --add-gnu-debuglink to create a two part executable. One a stripped binary which will occupy less space in RAM and in a distribution and the second a debugging information file which is only needed if debugging abilities are required. The suggested procedure to create these files is as follows:
-
- 1.<Link the executable as normal. Assuming that is is called>
- "foo" then...
- 1.<Run objcopy --only-keep-debug foo foo.dbg to>
- create a file containing the debugging info.
- 1.<Run objcopy --strip-debug foo to create a>
- stripped executable.
- 1.<Run objcopy --add-gnu-debuglink=foo.dbg foo>
- to add a link to the debugging info into the stripped executable.
-
Note---the choice of ".dbg" as an extension for the debug info file is arbitrary. Also the "--only-keep-debug" step is optional. You could instead do this:
-
i.e., the file pointed to by the --add-gnu-debuglink can be the full executable. It does not have to be a file created by the --only-keep-debug switch.
Note---this switch is only intended for use on fully linked files. It does not make sense to use it on object files where the debugging information may be incomplete. Besides the gnu_debuglink feature currently only supports the presence of one filename containing debugging information, not multiple filenames on a one-per-object-file basis.
-
- -V
- --version
- Show the version number for strip.
- -v
- --verbose
- Verbose output: list all object files modified. In the case of archives, strip -v lists all members of the archive.
- @file
-
Read command-line options from file. The options read are
inserted in place of the original @file option. If file
does not exist, or cannot be read, then the option will be treated
literally, and not removed.
Options in file are separated by whitespace. A whitespace character may be included in an option by surrounding the entire option in either single or double quotes. Any character (including a backslash) may be included by prefixing the character to be included with a backslash. The file may itself contain additional @file options; any such options will be processed recursively.
SEE ALSO
the Info entries for binutils.COPYRIGHT
Copyright (c) 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009 Free Software Foundation, Inc.Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.3 or any later version published by the Free Software Foundation; with no Invariant Sections, with no Front-Cover Texts, and with no Back-Cover Texts. A copy of the license is included in the section entitled ``GNU Free Documentation License''.
Index
This document was created by man2html, using the manual pages.
Time: 05:29:11 GMT, December 24, 2015


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Whatever caused Russia’s ambassador to the United Nation Vitaly Churkin to suddenly collapse and die at his desk will remain a mystery at the request of Rex Tillerson’s State Department and the Russian consulate. Citing “international law” and requests from the federal government, the New York City Chief Medical Examiner states that no autopsy will be released and asks that all questions be directed to the State Department.
Churkin, age 64, died Feb. 20, 2017, while working at his desk in the consulate’s New York City offices. He served as Russia’s ambassador to the U.N. for more than a decade, and “was a fierce defender of his country’s policies, including Russia’s incursion in Ukraine and its much-criticized bombing of Syria.”
Source: NBC News


Welcome to Rainbow Valley Animal Sanctuary located in Bellevue, WA since 1990. Here, we rescue and house over one hundred cats, kittens, dogs, and puppies, all available for adoption.
Take a look at some of our adoptable pets. For more info on adoption and to meet all of our adoptable animals, stop by today at 123 Internet Street, Bellevue, WA 98004. Call us at<PHONE_NUMBER> for any inquiries. Or, email us here. Our furry friends look forward to meeting you!
Bernard:
Bernard is a 7-year-old chihuahua mix. His former owner brought him to the shelter 6 months ago because he could no longer take care of him.  If he could lounge around in the sun all day without using his legs at all, he would! You might have heard that some chihuahuas can be mean, but that's not the case with Bernard. He is a total love bug.
Milo and Otis:
Milo and Otis are a brother-sister kitten pair that were brought to us in May 2019 when they were just 4 weeks old. They are very playful, so be prepared for a lot of energy! They are in the process of getting all of their new kitten shots and tests.
Jasper:
Jasper arrived at our shelter a few months ago and has been waiting for his 'forever home' very patiently. He is a very playful boy and loves to go for long walks. He gets along great with other animals. We're not exactly sure how old he is, but we suspect him to be around 8 months.
Sassy
Sassy is a strong independent lady cat. She's quite the fearless fluffball, and isn't afraid to tell you what she wants with a loud 'mew.' She is currently three years old, having celebrated her third birthday in April 2019. She is a bit skiddish, so she might not be suitable for families with small children or other animals.


An Arduino is an open source small single board computer than can be used to easily control distribution of electricity to various different types of electrical components and is often used for small robotics projects. The IDE that is used to control Arduinos operates on a code similar to C/C++.
For the Arduino unit we followed the mini-projects on the SIK Guide for Arduinos. The list of projects and units as well as pictures are below.


Applications are now available to sit on the Portland Committee for Community-Engaged Policing (PCCEP)! The application submission deadline is June 1, 2018. In order to apply, you must be at least 16 years old and live, work, worship, and/or go to school in Portland. (Please note that “worship” is broadly defined to include all religions and areas of worship.) PCCEP members cannot be current City employees or have an actual or perceived conflict of interest with the City.
Keep reading for more information, or go to:
https://www.portlandoregon.gov/wheeler/article/680826
PORTLAND COMMITTEE FOR COMMUNITY-ENGAGED POLICING APPLICATION INFORMATION
What is the Portland Committee for Community-Engaged Policing?
The Portland Committee for Community-Engaged Policing (PCCEP) is being formed to independently assess the City of Portland’s Settlement Agreement with the U.S. Department of Justice (DOJ) in addition to working with the Portland Police Bureau (PPB) to develop policies and assess community engagement efforts. The Settlement Agreement calls for reform to PPB policies and training, particularly related to use of force and interactions with people who have or are perceived to have a mental health condition.
You can find more information on the PCCEP here:
https://www.portlandoregon.gov/wheeler/article/681099
You can find general information on the Settlement Agreement here:
https://www.portlandoregon.gov/police/62613
What will the PCCEP do?
The PCCEP will engage with Portland’s diverse communities in key areas of concern, including constitutional policing, use of force, interactions with people experiencing mental illnesses, complaint investigations, and racial justice. The PCCEP will also contribute to the development of the PPB Community Engagement Plan, as directed by the Settlement Agreement between the City of Portland and the DOJ.
The PCCEP will be authorized to:
- Provide recommendations in key areas of concern (including but not limited to those listed above) to the Mayor, PPB, the Office of Equity and Human Rights and the DOJ based on information gathered from Portland’s diverse communities.
- Review and make recommendations on PPB policies touching the DOJ Settlement Agreement and/or key areas of concern.
- Provide ongoing feedback to PPB regarding community engagement initiatives already in progress and those needed in the future.
- During the effective period of the Settlement Agreement, appear before the Court at the annual status conference and provide an assessment of the City’s progress toward achieving the goals of the Settlement Agreement.
Who can be a PCCEP member?
- People who are at least 16 years old and live, work, worship, and/or go to school in Portland. (Please note that “worship” is broadly defined to include all religions and areas of worship.)
- PCCEP members cannot be current City employees or have an actual or perceived conflict of interest with the City.
Who is an ideal PCCEP candidate?
Individuals who are:
- Open-minded and willing to consider other opinions
- Demonstrate an ability to be impartial and objective
- Possess sound communication and listening skills
- Lead and function well in a group
- Are willing to make a substantial time commitment — including trainings, at least two evening meetings per month (with one open to the public), and workgroup meetings
- Able to listen to community concerns at meetings open to the public
How will PCCEP members be selected?
- The Mayor, in consultation with the Selection Advisory Committee and Council Offices, will interview final candidates and select 9 to 11 individuals to sit on the PCCEP. There will be five alternates. The Selection Advisory Committee, a five-member panel with representatives selected by the Mayor and each of the Commissioners, will review applications, conduct initial interviews and provide the Mayor with recommendations for final candidates.
What are the responsibilities of each PCCEP member?
- If you are selected, commit to serve either a one or two-year term. (Please note that PCCEP members may, upon the completion of their first term, apply to serve for another. Per City rules, PCCEP members may serve for up to eight years).
- Prior to being seated on the PCCEP, be required to:
- Learn about the history of the City of Portland’s Settlement Agreement with the DOJ;
- Attend PPB community academy;
- Participate in a ride-along with PPB; and
- Participate in subject matter and board trainings.
- The minimum time commitment for PCCEP members will be approximately 8 hours a month, including reading materials before meetings and attending meetings. The committee (with the agreement of its members) may, at its discretion, lengthen the time commitment depending on the work it wishes to conduct.
- Under Oregon state law, a public official is any person serving the State of Oregon, any of the state's political divisions, or any other public body as an appointed official. Under City ordinance, a city official includes anyone appointed to a board or commission, or a citizen volunteer authorized to act on behalf of the City of Portland. PCCEP members will be both public and city officials. PCCEP members will have certain responsibilities and obligations that are different than those of private citizens. Training will be provided to all members prior to being seated.
- Engage and collaborate with other PCCEP members, law enforcement and the Portland community in a respectful and productive manner.
- Provide information to and solicit feedback from Portland’s diverse communities through roundtables and town halls, to be held at least quarterly and open to the public.
TO APPLY:
Please return your completed application by Friday, June 1. There are several options for submitting your application:
FILL OUT AN ONLINE VERSION OF THIS APPLICATION BY JUNE 1:
https://www.portlandoregon.gov/wheeler/article/680826
You can print the application below, pick up a copy at the Mayor’s Office, or call Mandi Hood at<PHONE_NUMBER> to request a paper copy by mail.
RETURN THE COMPLETED APPLICATION BY JUNE 1.
SUBMISSION OPTIONS:
EMAIL:
<EMAIL_ADDRESS>MAIL or DROP OFF:
Mandi Hood c/o Nicole Grant
Office of the Mayor
1221 SW 4th Avenue Room 340
Portland, OR 97204
If you have questions regarding the PCCEP or this application, please contact Mandi Hood, PCCEP Project Manager, at<PHONE_NUMBER> or email
<EMAIL_ADDRESS>Please note that PCCEP application submissions are public records subject to disclosure upon request but effort will be made to protect sensitive information in public disclosure and discussion, to the extent allowed by law.
The City strives to eliminate barriers that may prevent persons with disabilities from participating in City programs, services and activities. If accommodations or translations are needed to submit a PCCEP application, or you have any other questions, please contact Mandi Hood at<PHONE_NUMBER>.
In recognition of the importance of the participation of persons with lived experience of a mental health condition in the PCCEP process, accommodations will be provided to ensure a safe environment that supports full participation of all PCCEP members.


--- title: Core Functions keywords: fastai sidebar: home_sidebar summary: "Python library to access online data from the Joshua Project via APIv2" ---
url_path_query
is a generic low-level function. It requires specification of required path
and if used without other specific arguments, returns over 17000 records.
cntry
is a two-letter country code as was specified in FIPS 10-4 (US Federal Information Processing Standard), which is now absolete a bit differs from the international ISO 3166 standard. See details.
The library provides a helper function to work around the current ambiguity.
pgid
is a string with people group id.
extra
is an optional argument in a form field=value
, for example: 'LeastReached=Y'
month
and day
are optional arguments of type int
used in url_upgotd
to specify the date for which to request the unreached people group. If either is omitted, the value of the current date is used. If int
values are passed, these are coverted to proper str
.
test_eq(url_path_query('/api/v2/people_groups'),
f'https://joshuaproject.net/api/v2/people_groups?&api_key={api_key}')
url_upgotd = partial(url_path_query,'/api/v2/upgotd')
url_upgotd.__doc__ = """Get data for the UPG of the day."""
m,d = date.today().strftime("%-m"),date.today().strftime("%-d")
test_eq(
url_upgotd(),
f'https://joshuaproject.net/api/v2/upgotd?&LRofTheDayMonth={m}&LRofTheDayDay={d}&api_key={api_key}')
url_pgs_cntry = partial(url_path_query,'/api/v2/people_groups')
url_pgs_cntry.__doc__ = """Get all people groups in a specific `cntry` country."""
Note, since cntry
is the first positional argument, it can be passed by value only.
country = 'EN'
test_eq(url_pgs_cntry(country),
f'https://joshuaproject.net/api/v2/people_groups?ROG3={country}&api_key={api_key}')
url_upgs_cntry = partial(url_pgs_cntry,extra='LeastReached=Y')
url_upgs_cntry.__doc__ = """Get all unreached people groups in a specific `cntry` country."""
test_eq(url_upgs_cntry('IN'),
f'https://joshuaproject.net/api/v2/people_groups?ROG3=IN&LeastReached=Y&api_key={api_key}')
url_pg_cntry = partial(url_pgs_cntry)
url_pg_cntry.__doc__ = """Get a specific people group in a specific `cntry` country."""
test_eq(url_pg_cntry(cntry='RS'),
f'https://joshuaproject.net/api/v2/people_groups?ROG3=RS&api_key={api_key}')
People group is to be encoded as PeopleID3
-- People-Group-Across-Countries ID number.
url_pg_cntries = partial(url_pgs_cntry)
url_pg_cntries.__doc__ = """Get all countries a specific `pgid` people group lives in"""
pgid=18859
test_eq(url_pg_cntries(pgid=pgid),
f'https://joshuaproject.net/api/v2/people_groups?&PeopleID3={pgid}&api_key={api_key}')
url_cntry = partial(url_path_query,'/api/v2/countries')
url_cntry.__doc__ = """Get a country summary data."""
country = 'BD'
test_eq(url_cntry(country),
f'https://joshuaproject.net/api/v2/countries?ROG3={country}&api_key={api_key}')
Language argument is expected encoded as ROL3.
url_lang = partial(url_path_query,'/api/v2/languages')
url_lang.__doc__ = """Get a `lang` language summary data."""
lang='hau'
test_eq(url_lang(lang=lang),
f'https://joshuaproject.net/api/v2/languages?&ROL3={lang}&api_key={api_key}')
import pandas as pd
cc = pd.read_csv('data/country_codes.csv',skiprows=3,names=['Country_name','FIPS','ISO'])
cc.head()
cc[cc['Country_name'].str.contains("Mona")].to_dict(orient='record')[0]


| DOSE: |
260 mg |
oral |
DMAE |
(daily) |
Several months ago, I became interested in 'smart drugs'. I noticed that DMAE was cheaply available (10 cents for a 260 mg dose) at a nearby vitamin retailer. I had read a range of information about the effects of DMAE, everything from memory and cognitive enhancing abilities to less of a need for sleep as well as increased vividness in dreaming. I was especially intrigued by needing less sleep, as I have always needed a lot of sleep (too much for my rigorous schedule). The increased dreaming vividness also interested me, as I am a lucid dreamer.
I decided on a dose of 130mg in the morning and 130mg in the afternoon. The first day I used it, I noticed marked wakefulness. I was impressed, though I was wary of placebo effects. I noticed no difference in dreaming this night. The next day, the effects were even more powerful. Five minutes after I had woken up, I felt as if I had been awake for hours, something that is extremely unusual for me. I felt completely on top of things and ready to conquer the day. As the day progressed, things got even better. I felt extremely good. I had an incredible amount of positive energy that made me want to dash up to everyone I liked and shake their hands.
Fortunately, I had complete control over my actions, so I only acted like a maniac around my friends, who all thought it was very entertaining. When I had to sit down in class, I had no trouble decelerating myself and focusing on the material. Needless to say, by this point I was sure the effects were not placebo and I was very impressed.
I should also mention that I definitely did have enhanced lucid dreaming, and I especially noticed that it was much easier to keep the dream from fading away (something I tend to have trouble with).
This energy reached a peak on the fourth or fifth day of taking the DMAE. After that, the effects gradually wore off until they were more or less gone after about three weeks. At this point, I wondered whether the initial effects had simply been placebo, and I stopped taking the DMAE. Fortunately, I can say that I felt no crash.
Two weeks later, I had a big day ahead of me and I had not gotten much sleep at all. I decided to give the DMAE another try; this time 260 mg in the morning. Sure enough, it worked like magic. I was incredibly awake through all my classes and felt really good the entire day. I had some amazing lucid dreams that night for the first time in at least a month. The increased energy actually continued to last throughout the next day, gradually tapering off as the day progressed.
Here are my conclusions: DMAE definitely does work. I can't say that it necessarily increased my cognitive abilities or focus, though it certainly made it very easy to stay awake and enhanced my mood. It also definitely helped with lucid dreaming. I will continue to use DMAE but only on occasion when I do not get much sleep and have a tough day ahead.
Experience Reports are the writings and opinions of the individual authors who submit them.
Some of the activities described are dangerous and/or illegal and none are recommended by Erowid.


Using the concept of the current object oriented programming, objects may be separated as in the following diagram.
In a strict object oriented design, common functionalities (Core Concerns) are implemented in the same class as Crosscutting Concerns such as logging, declarative transaction, database connection, exception handling, security, and distributed transaction.
Problem encountered with including both core concerns and crosscutting concerns in a single class is shown below using an example: Example: A program was developed but it does not run as expected. To find where the defect is, logging was inserted into the code as below. Code to output a log is in bold.
class Foo {
private Bar bar = new Bar();
public void Foo()
{
logger.Log("BEGIN Foo#Foo");
bar.DoSomething();
logger.Log("END Foo#Foo");
}
}
class Bar {
private Baz baz = new Baz();
public void DoSomething(){
logger.Log("BEGIN Bar#DoSomething");
baz.DoSomething();
logger.Log("END Bar#DoSomething");
}
}
As can be seen from the example, code to output logging is usually inserted in several places. Even if an editor is used to find places to insert the logging code, the actual insertion is usually done manually. This may cause the following problems:
Logging codes are inserted in several places. If items to output is changed, all locations must be updated.
A programmer may accidently insert a logging procedure where it might cause an error.
A programmer may have missed inserted the code where logging is necessary.
A programmer may make a typing error in the logging code.
A programmer may accidently modify the application code.
Crossing concern is like logging in the example above where a common function is used in several classes. In s2dotnet, crosscutting concerns are taken out of application codes and the byte codes are weaved in during compilation or during runtime.
Following is an example of logging using S2AOP.NET. Logging is specified in XML configuration file - it is not necessary to code logging into the program in several places.
S2AOP.NET is configured in a S2Container configuration file (dicon file). Configuration file may be placed in an arbitrary folder but it is a convention to place it in the same folder as crosscutting concern files or in the same folder as the component.
Weave an aspect into a component. Interceptor is specified as a JScript.NET expression or as a value in teh child component tag.
Warnings:
Component specified in an aspect tag is acquired when a container is initialized. For that reason, even if the instance attribute of component specified the aspect tag is prototype, instance will not be created everytime method in an Interceptor is called.
pointcut attribute (optional)
Method names may be specified delimited by a comma. If pointcut is not specified, all methods in an interface implemented by a component is assumed. Method name may be specified by a regular expression (System.Text.RegularExpressions.Regex).
Example
Following is an example to apply an aspect specified in a pointcut attribute to Add method and Clear method in System.Collections.Hashtable. If pointcut attribute is not specified, an aspect will be applied to method in an interface implemented by System.Collections.Hashtable (System.Collections.IDictionary in this example).
Following is an example of using regular expression to specify all methods in interfaces implemented by System.Collections.Hashtable (System.Collections.IDictionary in this example).
Interceptor to use tracing as a crosscutting concern. Following is an example of dicon file with TraceInterceptor applied to a Hashtable class. Applied method name is Add.
To implement an interface, following Invoke method is implemented.
public object Invoke(IMethodInvocation invocation)
To extend an abstract class, over the following Invoke method.
public override object Invoke(IMethodInvocation invocation)
AbstractInterceptor is an abstract class implementing IMethodInterceptor. AbstractInterceptor has a CreateProxy method to get Proxy object and a GetComponentDef method, which gets component definition of aspect to apply. To create an Interceptor that requires the class name of a class that had an aspect applied (e.g. Interceptor that output logs), use AbstractInterceptor to get the class name.
Get object, method, arguments that is set to properties Target, Method, and Arguments of IMethodInvocation. Actual result may be obtained by invoking proceed() to invoke the actual method.
Example:
public class TestInterceptor : IMethodInterceptor
{
public object Invoke(IMethodInvocation invocation)
{
Console.WriteLine("Before"); // before invoking a methodobject ret = invocation.Proceed();
Console.WriteLine("After"); // after invoking a method
return ret;
}
}
TraceInterceptor is invoked before and after IMethodInvocation#Proceed() is invoked. If several aspectes are defined in a component, they are applied as follows:
Aspect before IMethodInterceptor is invoked are called in order Aspect are defined
After the last aspect before IMethodInterceptor is called, method in the IMethodInterceptor itself is invoked.
After the method in the component is called, aspects are called in the reverse order they are defined
An aspect may be weaved into a program without configuring a dicon file as follows:
Method names are specified in arguments of constructor to S2.NET.Framework.Aop.Impl.PointcutImpl. If interface is implemented as in System.Collections.Hashtable, specify Type class as in new PointcutImpl(typeof(Hashtable)) to automatically apply to all methods in an implemented interface of that class.
Specify an Interceptor in the the first argument of a constructor for S2.NET.Framework.Aop.Impl.AspectImpl, and specify pointcut created by PointcutImpl in the second argument
As the arguments to the constructor of S2.NET.Framework.Aop.Proxy.AopProxy, specify target class (classes extending System.MarshalByRefObject in this example) or interfaces implemented by the target class and array of aspect created from AspectImpl.
Get object that has an aspect applied by invoking S2.NET.Framework.Aop.Proxy.AopProxy#Create()
Following is an example to applying TraceInterceptor to the System.Collections.Hashtable class.
IPointcut pointcut = new PointcutImpl(new string[]{"Add"});
IAspect aspect = new AspectImpl(new TraceInterceptor(), pointcut);
AopProxy aopProxy = new AopProxy(typeof(IDictionary),
new IAspect[]{aspect}, null, new Hashtable());
IDictionary proxy = (IDictionary) aopProxy.Create();
proxy.Add("aaa", "bbb");
Use TraceInterceptor to output a trace when Add method and Clear method in System.Collections.ArrayList class and System.Collections.Hashtable class is invoked. Following files are created in this example:
dicon file defining components (Trace.dicon)
dicon file to verify is the settings are correct (AopTraceClient.cs)
Create dicon file
Define TraceInterceptor as a component. Set name attribute to "traceInterceptor"
Define System.Collections.ArrayList class as a component. Specify Interceptor as the value of an aspect tag
Define System.Collections.Hashtable class as a component. Specify Add method and Clear method in pointcut attribute. Specify Interceptor as a value in aspect tag.
Specify path of the created dicon file (Trace.dicon) in the first argument in S2.NET.Framework.Container.S2Container#Create() method
Get a component by specifying type class of an interface (typeof(IList), typeof(IDictionary) implemented by the defined class as the first argument of S2.NET.Framework.Container.S2Container#GetComponent() method
Invoke Count property of acquired component (IList) to test if the aspect was properly applied.
In a similar manner, invoke Add method and Clear method of acquired component (IDictionary)
AopTraceClient.cs
using System;
using System.Collections;
using S2.NET.Framework.Container;
using S2.NET.Framework.Container.Factory;
namespace S2.NET.Examples.Reference.Aop
{
public class AopTraceClient
{
private const string PATH = "S2/NET/Examples/Reference/Aop/Trace.dicon";
public void Main()
{
IS2Container container = S2ContainerFactory.Create(PATH);
IList list = (IList) container.GetComponent(typeof(IList));
int count = list.Count;
IDictionary dictionary = (IDictionary)
container.GetComponent(typeof(IDictionary));
dictionary.Add("aaa", "bbb");
dictionary.GetHashCode();
}
}
}
Execution Result
Trace information is outputted before and after the method is invoked:
DEBUG 2005-09-26 23:12:16,138 [2564] BEGIN System.Collections.ICollection#get_Count()
DEBUG 2005-09-26 23:12:16,138 [2564] END System.Collections.ICollection#get_Count() : 0
DEBUG 2005-09-26 23:12:16,138 [2564] BEGIN System.Collections.IDictionary#Add(aaa, bbb)
DEBUG 2005-09-26 23:12:16,138 [2564] END System.Collections.IDictionary#Add(aaa, bbb) :
DEBUG 2005-09-26 23:12:16,138 [2564] BEGIN System.Object#GetHashCode()
DEBUG 2005-09-26 23:12:16,138 [2564] END System.Object#GetHashCode() : 23
Files in this example is available in the S2/NET/Examples/Reference/Aop folder in the S2.NET.Examples project.
Create an interceptor to trace class name, method name, and arguments and measure processing time. Use this interceptor to measure time and trace resource intensive processes. Following files are created in this example:
Interceptor to trace class name, method name, and arugments and measure processing time (MeasurementInterceptor.cs)
Class with a resource intensive process (HeavyProcess.cs)


Ekiga is a VoIP, IP Telephony, and Video Conferencing application that allows you to make audio and video calls to remote users with SIP or H.323 compatible hardware and software. It supports many audio and video codecs and all modern VoIP features for both SIP and H.323. Ekiga is the first Open Source application to support both H.323 and SIP, as well as audio and video.
This package is known to build and work properly using an LFS-8.1 platform.
Download (HTTP): http://ftp.gnome.org/pub/gnome/sources/ekiga/4.0/ekiga-4.0.1.tar.xz
Download (FTP): ftp://ftp.gnome.org/pub/gnome/sources/ekiga/4.0/ekiga-4.0.1.tar.xz
Download MD5 sum: 704ba532a8e3e0b5e3e2971dd2db39e4
Download size: 8.0 MB
Estimated disk space required: 315 MB
Estimated build time: 3.5 SBU
Boost-1.64.0, gnome-icon-theme-3.12.0, GTK+-2.24.31, and Opal-3.10.10
dbus-glib-0.108, GConf-3.2.6, and libnotify-0.7.7
Avahi-0.7, evolution-data-server-3.24.5, GNOME Doc Utils, and OpenLDAP-2.4.45
User Notes: http://wiki.linuxfromscratch.org/blfs/wiki/ekiga
Install Ekiga by running the following commands:
./configure --prefix=/usr \ --sysconfdir=/etc \ --disable-eds \ --disable-gdu \ --disable-ldap && make
This package does not come with a test suite.
Now, as the root
user:
make install
--disable-eds
: This switch
disables support for the Evolution Data
Server. Remove if you have installed Evolution Data Server.
--disable-gdu
: This switch
disables documentation generation using GNOME Doc Utils. Remove if you have installed
GNOME Doc Utils.
--disable-ldap
: This switch
disables LDAP support in Ekiga.
Remove if you have installed OpenLDAP.
--disable-scrollkeeper
: Use this
parameter if you have installed Rarian but wish to disable the updates to the
Scrollkeeper database.
--disable-dbus
: This switch disables
D-Bus support. Use if you have not
installed D-Bus.
--enable-avahi
: This switch enables use
of the Avahi with Ekiga. Use if you have installed Avahi.
If you have not installed recommended dependencies you will need additional switches passed to configure. Examine ./configure --help output to see all available switches.
Last updated on 2017-08-30 20:57:11 -0700


{% extends "newsapp/base_index.html" %} {# This page handles the FILTER part, where the user only gets the titles based on his filter #} {% block search %}
{% endblock search %} {%block menu %} {% endblock menu %} {% block mynews %}This is all the news
{% endblock mynews %} {% block analytics %}This part is flagging the main 20 concepts that appeared in the news titles.


This is also the result of combining two high complexity DNA mutations.
Unstable refraction cannot be found naturally or through combinations.
Frontal Gyrus Alteration Type-T cannot be found naturally or through combinations.
This recipe is identical and overridden by the recipe for high-pressure intestines. This recipe is in the code, but will always result in high pressure intestines instead.
Feel free to submit an issue or contact Slugo#7646 on discord to suggest changes.


FTC Key is a free guide to help teams succeed in FIRST Tech Challenge. The site contains information we've learned from experience. We hope the site will help teams of all experience levels!
Contact us at:These marketing boxes are a great place to put some information. These can contain summaries of what the company does, promotional information, or anything else that is relevant to the company. These will usually be below-the-fold.
The images are set to be circular and responsive. Fusce dapibus, tellus ac cursus commodo, tortor mauris condimentum nibh, ut fermentum massa justo sit amet risus. Etiam porta sem malesuada magna mollis euismod. Donec sed odio dui.
Donec id elit non mi porta gravida at eget metus. Fusce dapibus, tellus ac cursus commodo, tortor mauris condimentum nibh, ut fermentum massa justo sit amet risus. Etiam porta sem malesuada magna mollis euismod. Donec sed odio dui.


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