AI open source rankings.

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

The Mesh Navigation Stack: Efficient Mobile Robot Navigation in Uneven Terrain

Stanford NLP Python library for understanding and improving PyTorch models via interventions

GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

MCP server helping models to understand your Vite/Nuxt app better.

Explore machine learning and data science with Codespaces

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

Windows Agent Arena (WAA) 🪟 is a scalable OS platform for testing and benchmarking of multi-modal AI agents.

real Transformer TeraFLOPS on various GPUs

High-accuracy NLP parser with models for 11 languages.

https://docs.openwebui.com

My claude code customizations / config.

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

[ICLR2022] official implementation of UniFormer

A curated collection of iOS, ML, AR resources sprinkled with some UI additions

This project provides an API with user level access support to transcribe speech to text using a finetuned and processed Whisper ASR model.

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

App showcasing multiple real-time diffusion models pipelines with Diffusers

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

A personal news aggregator to pull information from multi-sources + LLM (ChatGPT/Gemini/Ollama via LangChain) to help us reading efficiently with less noises, the sources including: Tweets, RSS, YouTube, Web Articles, Reddit, and personal Journal notes.

Repository for the book Grokking Machine Learning, by Manning Editors

Generative Adversarial Text-to-Image Synthesis

Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"

NEO Series: Native Vision-Language Models from First Principles

[NeurIPS 2024] A Generalizable World Model for Autonomous Driving

Ultimate AI Engineer Roadmap 2026 - built specifically for your context as an AI Architect building PrinceSinghAI, PrinceSinghDev, Multi-LLM orchestration, RoadmapAI, CodeLLM, and AskAI, Global AI Search

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

A lightweight cli for running single-purpose AI agents. Define focused agents in TOML, trigger them from anywhere; pipes, git hooks, cron, or the terminal.