AI open source rankings.
fklearn: Functional Machine Learning
VRT: A Video Restoration Transformer (official repository)
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
When Philosophy meets AI
Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
HumanML3D: A large and diverse 3d human motion-language dataset.
Pyramid Stereo Matching Network (CVPR2018)
List of papers studying machine learning through the lens of category theory
A set of LangChain Tutorials from my youtube channel
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
VS Code extension for LLM-assisted code/text completion
Probabilistic Machine Learning: Advanced Topics
Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A pytorch implementation of Paper "Improved Training of Wasserstein GANs"
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples
Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch
an opinionated approach to productive development with Claude Code
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
MLeap: Deploy ML Pipelines to Production
A very simple generative adversarial network (GAN) in PyTorch
Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers
A curated list of resources for Document Understanding (DU) topic
Recipes to train reward model for RLHF.
A flexible framework powered by ComfyUI for generating personalized Nobel Prize images.
An easy-to-use federated learning platform
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.