Stars
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
🤗 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.
Robust Speech Recognition via Large-Scale Weak Supervision
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
The world's simplest facial recognition api for Python and the command line
A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
A list of semi to fully remote-friendly companies (jobs) in tech.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
OpenMMLab Detection Toolbox and Benchmark
Cross-platform, customizable ML solutions for live and streaming media.
Visualizer for neural network, deep learning and machine learning models
The fundamental package for scientific computing with Python.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
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…
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Label Studio is a multi-type data labeling and annotation tool with standardized output format
A game theoretic approach to explain the output of any machine learning model.
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …
The fastai book, published as Jupyter Notebooks
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
DeepFaceLab is the leading software for creating deepfakes.