Handwriting

Backpropagation Applied to Handwritten Zip Code Recognition

This code tries to reproduce the 1989 Yann LeCun et al. paper: Backpropagation Applied to Handwritten Zip Code Recognition. To my knowledge this is the earliest real-world application of a neural net trained with backpropagation (now 33 years ago). run Since we don’t have the exact dataset that was used in the paper, we take MNIST and randomly pick examples from it to generate an approximation of the dataset, which contains only 7291 training and 2007 testing digits, only of […]

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PyTorch

Invariant and Equivariant Graph Networks

A PyTorch implementation of The ICLR 2019 paper “Invariant and Equivariant Graph Networks” by Haggai Maron, Heli Ben-Hamu, Nadav Shamir and Yaron Lipmanhttps://openreview.net/forum?id=Syx72jC9tm. The official TensorFlow implementation is at https://github.com/Haggaim/InvariantGraphNetworks Data Data should be downloaded from: https://www.dropbox.com/s/vjd6wy5nemg2gh6/benchmark_graphs.zip?dl=0.Run the following commands in order to unzip the data and put its proper path. mkdir data unzip benchmark_graphs.zip -d data Prerequisites Python3 PyTorch 1.5.0 Additional modules: numpy, pandas, matplotlib TensorFlow is not neccessary except if you want to run the tests (comparisons) between […]

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Converter

Tools to convert video files into ASCII art, and make self-contained playback executables

A few tools to convert video and images into ASCII art in an ANSI terminal. These tools support color output using the ANSI 256 color set, as well as the creation of a self-contained playback executable for video converted to text, with compression able to fit 4 minutes of 80 column 15 FPS video onto a single floppy disk! Check out this video for more information and to see sample output for video to text conversion. A sample image converted […]

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Email

Send Email from the console line using a python3 script

Table of content About the project This python3 script allow you to send email from the terminal using a json file as configuration file and a .txt file as the subject for the mail. Setup Install required packages cd send_email $ pip install -r requirements.txt Create the config.json file with your credentials . This configuration file is for gmailChange port and server for others smtp providers. { “email”: “[email protected]”, “password”: “xxxxxx”, “port”: 587, “server”: “smtp.gmail.com” } Remove reading write   […]

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Database

The day-to-day front-end to the IETF database for people who work on IETF standards

Getting Started This project is following the standard Git Feature Workflow development model. Learn about all the various steps of the development workflow, from creating a fork to submitting a pull request, in the Contributing guide. Make sure to read the Styleguides section to ensure a cohesive code format across the project. You can submit bug reports, enhancement and new feature requests in the discussions area. Accepted tickets will be converted to issues. Prerequisites Python 3.6 Django 2.x Node.js 16.x […]

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Natural Language Processing

EDS-NLP provides a set of spaCy components that are used to extract information from clinical notes written in French

EDS-NLP provides a set of spaCy components that are used to extract information from clinical notes written in French. If it’s your first time with spaCy, we recommend you familiarise yourself with some of their key concepts by looking at the “spaCy 101” page. Quick start Installation You can install EDS-NLP via pip: We recommend pinning the library version in your projects, or use a strict package manager like Poetry. pip install edsnlp==0.4.0 A first pipeline Once you’ve installed the […]

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