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lectures

Oxford Deep NLP 2017 course

libtorrent

an efficient feature complete C++ bittorrent implementation

machine-learning-systems-design

A booklet on machine learning systems design with exercises

medium_articles

Scripts used for articles published on Medium

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

mlfromscratch

Machine Learning algorithm implementations from scratch.

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nn-zero-to-hero

Neural Networks: Zero to Hero

ohmyzsh

🙃 A delightful community-driven (with 2,000+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

paddleclas

A treasure chest for visual classification and recognition powered by PaddlePaddle

public-apis

A collective list of free APIs

pysnooper

Never use print for debugging again

pytest

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

python

All Algorithms implemented in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

setuptools

Official project repository for the Setuptools build system

shap

A game theoretic approach to explain the output of any machine learning model.

stable-diffusion-webui

Stable Diffusion web UI

street-fighter-ai

This is an AI agent for Street Fighter II Champion Edition.

tabulareditor

This is the code repository and issue tracker for Tabular Editor 2.X (free, open-source version).

tfodcourse

vision

Datasets, Transforms and Models specific to Computer Vision

vx-utils

wsl-vpnkit

Provide network connectivity to WSL 2 when blocked by VPN

you-get

:arrow_double_down: Dumb downloader that scrapes the web

youtube-dl

Command-line program to download videos from YouTube.com and other video sites