Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

Animation engine for explanatory math videos

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

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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,…

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 lear…

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Graph Neural Network Library for PyTorch

☁️ Build multimodal AI applications with cloud-native stack

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Python logging made (stupidly) simple

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Best Practices on Recommendation Systems

Open source platform for the machine learning lifecycle

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Zipline, a Pythonic Algorithmic Trading Library

A modular graph-based Retrieval-Augmented Generation (RAG) system

PyTorch implementations of Generative Adversarial Networks.

A cd command that learns - easily navigate directories from the command line

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Machine learning, in numpy

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas…

State-of-the-Art Text Embeddings

newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

ChatterBot is a machine learning, conversational dialog engine for creating chat bots