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Machine Learning · GitHub

Train, evaluate, and run machine learning models.

Useful GitHub projects

7,493 projects

pdmd

ZeamoxWang

94stars
pdmd preview

Official Training and Benchmarking Implementation of PDMD: Projected Distribution Matching Distillation for Video Diffusion Models

scirex

zenteiq-research

18stars
scirex preview

JAX/Flax neural operators for scientific machine learning, with benchmarks and pretrained weights.

270stars
realtime-semantic-segmentation-pytorch preview

PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training, Optuna etc.

Machine LearningPythonApache-2.0GitHub

TextMatch

zhaogaofeng611

794stars

基于Pytorch的,中文语义相似度匹配模型(ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet)

DRL-for-Path-Planning

zhaohaojie1998

604stars

深度强化学习路径规划, SAC路径规划, Soft Actor-Critic算法, SAC-pytorch,激光雷达Lidar避障,激光雷达仿真,Adaptive-SAC

Turbo-Learning

zhaozhen2333

30stars
Turbo-Learning preview

Official implementation of “A Turbo-Inference Strategy for Object Detection and Instance Segmentation” (CVIU 2026). A training-free framework for iterative refinement between object detection and instance segmentation.

  • No retraining: all refinement happens during inference.
  • Plug-and-play: the shared MaskBoxRefiner module is configurable from the RoI head.
Machine LearningPythonApache-2.0GitHub

Uformer

ZhendongWang6

950stars
Uformer preview

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

314stars

2019百度的关系抽取比赛,使用Pytorch实现苏神的模型,F1在dev集可达到0.75,联合关系抽取,Joint Relation Extraction.