🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Focus on prompting and generating

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

State-of-the-Art Text Embeddings

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

A hyperparameter optimization framework

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

An educational resource to help anyone learn deep reinforcement learning.

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

A resource for learning about Machine learning & Deep Learning

Distributed Asynchronous Hyperparameter Optimization in Python

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

A Python module to bypass Cloudflare's anti-bot page.

Image augmentation library in Python for machine learning.

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Transparent and Efficient Financial Analysis

STUMPY is a powerful and scalable Python library for modern time series analysis

A synthetic data generator for text recognition

news-please - an integrated web crawler and information extractor for news that just works

Parse feeds in Python

Details on how to get Binance public data

Official repository of the xLSTM.

Convert HTML to Markdown

Accurately separates a URL’s subdomain, domain, and public suffix, using the Public Suffix List (PSL).

Use unsupervised and supervised learning to predict stocks