AI Tools · Python · machine-learning Tools

transformers

github

🤗 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.

pytorch

github

Tensors and Dynamic neural networks in Python with strong GPU acceleration

d2l-zh

github

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

annotated_deep_learning_paper_implementations

github

🧑‍🏫 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, ... 🧠

OpenBB

github

Financial data platform for analysts, quants and AI agents.

scikit-learn

github

scikit-learn: machine learning in Python

keras

github

Deep Learning for humans

yolov5

github

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

face_recognition

github

The world's simplest facial recognition api for Python and the command line

ultralytics

github

Ultralytics YOLO 🚀

faceswap

github

Deepfakes Software For All

streamlit

github

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

gradio

github

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

DeepSpeed

github

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

qlib

github

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

supervision

github

We write your reusable computer vision tools. 💜

Open-Assistant

github

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

spaCy

github

💫 Industrial-strength Natural Language Processing (NLP) in Python

ML-From-Scratch

github

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

pytorch-lightning

github

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

DeepFaceLive

github

Real-time face swap for PC streaming or video calls

EasyOCR

github

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

data-science-ipython-notebooks

github

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

d2l-en

github

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.