Popular GitHub Repositories for Pattern Matching

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

A collection of resources and papers on Diffusion Models

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Probabilistic language based on pattern matching and constraint propagation, 153 examples

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Facilitating the design, comparison and sharing of deep text matching models.

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

Simple and comprehensive tutorials in TensorFlow

Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

?? NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

TorchCFM: a Conditional Flow Matching library

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)