distiller | A large scale study of Knowledge Distillation | Machine Learning library

by karanchahal Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | distiller Summary

distiller is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. distiller has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

A large scale study of Knowledge Distillation.

Support

Quality

Security

License

Reuse

Support

distiller has a low active ecosystem.

It has 178 star(s) with 22 fork(s). There are 10 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 3 have been closed. On average issues are closed in 13 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of distiller is current.

Quality

distiller has no bugs reported.

Security

distiller has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

distiller is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

distiller releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed distiller and discovered the below as its top functions. This is intended to give you an instant insight into distiller implemented functionality, and help decide if they suit your requirements.

Perform a single step .
Logs the given iterable .
Load a CIFAR dataset .
Start evaluation .
Parse command line arguments .
Load the model from a dictionary .
Plot training results .
Constructs an Inception3 model .
Create a GPLENet model .
Train Trainer .

Get all kandi verified functions for this library.

distiller Key Features

No Key Features are available at this moment for distiller.

distiller Examples and Code Snippets

No Code Snippets are available at this moment for distiller.

Community Discussions

Trending Discussions on distiller

A PDF with different outputs in different PDF viewers (with shades)

Showing glyphs with Unicodes higher than decimal 256

Converting a KML file to CSV and having errors with rgdal and sf packages as well as Python

Pytorch summary only works for one specific input size for U-Net

docker-compose up: utf-8 codec can't decode byte X

Extracting the keywords from PDF metadata in Python

Difference between Xcode and git for resolving swift packages

AppleScript to pass dragged document to another application

Applescript to quit Terminal

Error installing gemfile with fastlane on CircleCI

QUESTION

A PDF with different outputs in different PDF viewers (with shades)

Asked 2021-Jan-27 at 09:57

Consider the following PostScript file

...

ANSWER

Answered 2021-Jan-27 at 09:57

In my opinion Adobe Acrobat is right but the specification could be read differently, too.

Your PDF contains the following content stream:

Source https://stackoverflow.com/questions/65907826

QUESTION

Showing glyphs with Unicodes higher than decimal 256

Asked 2020-Sep-30 at 21:41

I am looking for help in printing the club symbol from the Arial font in postscript.

It has a Unicode of 9827 (2663 hexadecimal).

The ampersand is Unicode 38 (26 hexadecimal)

This postscript code snippet

...

ANSWER

Answered 2020-Sep-30 at 21:41

PostScript does not understand Unicode, not at all, or at least not as standard, though there are ways to deal with it.

Section 5.3 of the PostScript Language Reference Manual contains complete information on Character Encoding. You really need to read this in detail, what you are asking is a deceptively simple question, with no simple answer.

The way this works for PostScript fonts is that the characters in the document have a character code which lies between 0 and 255. When processing text, the interpreter takes the character code and looks it up in the Encoding attached to the font. If you didn't supply an Encoding to the font, then it will normally have a pre-defined StandardEncoding.

StandardEncoding has some congruence with UTF-8, for character codes 0x7F and below, but it's not exactly the same I don't think.

The Encoding maps the character code to a glyph name, For example 0x41 in StandardEncoding maps to /A (that's a name in PostScript). Note that is not UTF-8 or anything else, it's a mapping. It's entirely possible, and common practice for subset fonts, to map the first character used to character code 1, the second to character code 2 and so on.

So if we applied that scheme to 'Hello World' we would use an Encoding which maps

Source https://stackoverflow.com/questions/63743952

QUESTION

Converting a KML file to CSV and having errors with rgdal and sf packages as well as Python

Asked 2020-Apr-15 at 21:24

I am having difficulties parsing the layers of this KML file in R and Python. I have included a link to download the file from my Dropbox. This file was shared with me oringinally. However, I am being told the file originates at Distilleries Fighting Covid, but I couldn't figure out how to find it or get to it.

What I am wanting is to extract all layers and ultimately separate them into their own csv files. The nodes that I am wanting to retrieve are Name, Address, City, State, Zip. The closest that I have gotten with this is from the stack post Read multiple layers of KML file using R.

For this first attempt, my code looks as follows:

...

ANSWER

Answered 2020-Apr-15 at 21:24

Since KML files are XML files, consider XSLT, the special purpose language designed to transform XML files to different XML, HTML, even CSV formats.

Both Python with lxml and R with xslt (extended package to xml2) modules can run XSLT 1.0 scripts.

XSLT (save as .xsl, a special .xml file)

Source https://stackoverflow.com/questions/61060503

QUESTION

Pytorch summary only works for one specific input size for U-Net

Asked 2020-Feb-14 at 01:13

I am trying to implement the UNet architecture in Pytorch. When I print the model using print(model) I get the correct architecture:

but when I try to print the summary using (or any other input size for that matter):

...

ANSWER

Answered 2020-Feb-14 at 01:13

This UNet architecture you provided doesn't support that shape (unless the depth parameter is <= 3). Ultimately the reason for this is that the size of a downsampling operation isn't invertible since multiple input shapes map to the same output shape. For example consider

Source https://stackoverflow.com/questions/60199088

QUESTION

docker-compose up: utf-8 codec can't decode byte X

Asked 2020-Feb-07 at 10:48

Everytime I run docker-compose up on my machine (macOS 10.13.5, latest docker version) I get this error

Traceback (most recent call last): File "docker-compose", line 6, in File "compose/cli/main.py", line 71, in main File "compose/cli/main.py", line 124, in perform_command File "compose/cli/command.py", line 41, in project_from_options File "compose/cli/command.py", line 126, in get_project File "compose/project.py", line 96, in from_config File "compose/network.py", line 320, in get_networks File "compose/network.py", line 125, in true_name File "compose/network.py", line 146, in _set_legacy_flag File "compose/network.py", line 106, in inspect File "site-packages/docker/utils/decorators.py", line 19, in wrapped File "site-packages/docker/api/network.py", line 211, in inspect_network
File "site-packages/docker/utils/decorators.py", line 46, in inner
File "site-packages/docker/api/client.py", line 194, in _get File "site-packages/requests/sessions.py", line 521, in get File "site-packages/requests/sessions.py", line 494, in request File "site-packages/requests/sessions.py", line 424, in prepare_request
File "site-packages/requests/utils.py", line 195, in get_netrc_auth
File "netrc.py", line 33, in init File "netrc.py", line 42, in _parse File "shlex.py", line 105, in get_token File "shlex.py", line 136, in read_token File "/Users/distiller/compose-osx-release/compose/venv/lib/python3.6/codecs.py", line 321, in decode UnicodeDecodeError: 'utf-8' codec can't decode byte 0x80 in position 33: invalid start byte

...

ANSWER

Answered 2018-Jul-19 at 13:08

I have 2 ideas: 1. try to reinstall your python 2. use not the latest docker version, but the latest stable

Source https://stackoverflow.com/questions/51423379

QUESTION

Extracting the keywords from PDF metadata in Python

Asked 2020-Jan-26 at 22:37

I have a PDF file from which I want to obtain some information from its metada. To do so, I follow the follwoing procedure:

...

ANSWER

Answered 2020-Jan-26 at 22:37

The key /Keywords is actually present in the dictionary returned by getDocumentInfo, so you don't have to do anything special (except first testing if it is there or wrap this in a try, in case it is not present in another file):

Source https://stackoverflow.com/questions/59909520

QUESTION

Difference between Xcode and git for resolving swift packages

Asked 2019-Dec-04 at 18:44

So the background is this: I have an Xcode project that depends on a swift package that's in a private repository on github. Of course, this requires a key to access. So far, I've managed to configure CI such that I can ssh into the instance and git clone the required repository for the swift package. Unfortunately when running it with xcbuild as CI does, it doesn't work and I get this message:

...

ANSWER

Answered 2019-Dec-04 at 11:05

This seems to be a bug in Xcode 11 with SSH. Switching to HTTPS for resolving Swift Packages fixes the issue:

So from this:

Source https://stackoverflow.com/questions/59035529

QUESTION

AppleScript to pass dragged document to another application

Asked 2019-Oct-29 at 18:07

Thanks to help received on these fine pages, my Mac has a little AppleScript to open a new session of Adobe Distiller.

...

ANSWER

Answered 2019-Oct-29 at 18:07

Save the following script as an application. If you run the application, it will let you choose files to open in a new instance; if you drop files on it, it will open them all in a new instance:

Source https://stackoverflow.com/questions/58608408

QUESTION

Applescript to quit Terminal

Asked 2019-Oct-28 at 08:34

Background: I’m a Mac user, who maintains a program in PostScript. Postscript is interpreted (‘distilled’) by Adobe Distiller. So sometimes I want a second or third session of Adobe Distiller.

To open such an instance I have a small text file named ‘DistillerNewInstance.command’:

...

ANSWER

Answered 2019-Oct-28 at 08:34

Consider executing the open shell command directly via AppleScript using its do shell script command instead of via the Terminal application.

By utilizing the following AppleScript it will negate the need to close any Terminal windows and quit it.

Source https://stackoverflow.com/questions/58578550

QUESTION

Error installing gemfile with fastlane on CircleCI

Asked 2019-Sep-30 at 11:16

I have the following gemfile:

...

ANSWER

Answered 2019-Sep-29 at 13:02

Where is your Gemfile placed?

It should be in the same directory (same level) as the fastlane directory in order to work.

So if you follow the Fastlane docs and if you are building an app in React Native or Flutter, you should have one Gemfile in the iOS and one in the android directory.

Source https://stackoverflow.com/questions/58121594

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install distiller

You can download it from GitHub.
You can use distiller like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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