A collective list of free APIs

All Algorithms implemented in Python

🤗 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…

Python sample codes for robotics algorithms.

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Awesome list of open-source startup alternatives to well-known SaaS products 🚀

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

End-to-End Object Detection with Transformers

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

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

A Collection of Variational Autoencoders (VAE) in PyTorch.

A TensorFlow implementation of DeepMind's WaveNet paper

A light weight Python library for the Spotify Web API

Code for the paper "Improved Techniques for Training GANs"

Implementation of Convolutional LSTM in PyTorch.

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

SECOND for KITTI/NuScenes object detection

Pytorch library for fast transformer implementations

WaveGAN: Learn to synthesize raw audio with generative adversarial networks

[IEEE T-PAMI 2023] Awesome BEV perception research and cookbook for all level audience in autonomous diriving

[PAMI'23] TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving; [CVPR'21] Multi-Modal Fusion Transformer for End-to-End Autonomous Driving

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

Pytorch version of SfmLearner from Tinghui Zhou et al.

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

MetaDrive: Open-source driving simulator

SemanticKITTI API for visualizing dataset, processing data, and evaluating results.

Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs