Sahandfer

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

100-Days-Of-ML-Code

100 Days of ML Coding

tldraw

SDK for creating whiteboards and canvas experiences on the web.

streamlit

Streamlit — A faster way to build and share data apps.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

deeplearning-models

A collection of various deep learning architectures, models, and tips

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

full-blockchain-solidity-course-py

Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

MLOps-Basics

github-markdown-toc

Easy TOC creation for GitHub README.md

polyglot

Multilingual text (NLP) processing toolkit

yoha

A practical hand tracking engine.

Task-Oriented-Dialogue-Research-Progress-Survey

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

UMich-ROB-530-public

UMich 500-Level Mobile Robotics Course

pysentimiento

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

neural_network_chess

Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)

ml_things

This is where I put things I find useful that speed up my work with Machine Learning. Ever looked in your old projects to reuse those cool functions you created before? Well, this repo is designed to be a Python Library of functions I created in my previous project that can be reused. I also share some Notebooks Tutorials and Python Code Snippets.

Emotional-Support-Conversation

Data and codes for ACL 2021 paper: Towards Emotional Support Dialog Systems

MultiTurnDialogZoo

Multi-turn dialogue baselines written in PyTorch

CreativeNLG

A Repo to curate all creative NLG papers

PAL