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

An opinionated list of awesome Python frameworks, libraries, software and resources.

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

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

We write your reusable computer vision tools. 💜

Get your documents ready for gen AI

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

Python logging made (stupidly) simple

Open source platform for the machine learning lifecycle

Inference code for CodeLlama models

A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support

Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.13. You feed it your Python app, it does a lot of clever things, and spits out an executable or exte…

Hydra is a framework for elegantly configuring complex applications

Convert ebooks to audiobooks with chapters and metadata using dynamic AI models and voice cloning. Supports 1,107+ languages!

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

Collection of library stubs for Python, with static types

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

A light-weight, flexible, and expressive statistical data testing library

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…

Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Accelerated deep learning R&D

Represent, send, store and search multimodal data

TheAlgorithms/Python

Vizro is a low-code toolkit for building high-quality data visualization apps.

Python stream processing for Kafka

A pre-commit hook for Ruff.

Visualize large time series data with plotly.py

Time series easier, faster, more fun. Pytimetk.