deep-learning-resources
leemengtw
700stars
由淺入深的深度學習資源 Collection of deep learning materials for everyone
Machine Learning · GitHub
Train, evaluate, and run machine learning models.
Useful GitHub projects
7,572 projects
kapso
Leeroo-AI
215stars
Kapso by Leeroo: an engine that runs experiments toward an objective, deploys the best solution on your stack and learns from every run into a bank of lessons with a credence score and a boundary. First on RelBench and ALE-Bench, top open-source on MLE-Bench, above every human contestant at IOAI 2026.
ai-study
leerumor
704stars
人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题
CSRNet-pytorch
leeyeehoo
736stars
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
ESPCN
leftthomas
575stars
A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
SimCLR
leftthomas
573stars
A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"
robotic_world_model
leggedrobotics
728stars
Repository for our papers: Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics and Uncertainty-Aware Robotic World Model Makes Offline Model-Based Reinforcement Learning Work on Real Robots
keras_cv_attention_models
leondgarse
624stars
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam
DLBacktrace
Lexsi-Labs
28stars
DL Backtrace is a new explainablity technique for deep learning models that works for any modality and model type.
- 🔍 Deep Model Interpretability: Gain comprehensive insights into your AI models using advanced relevance propagation algorithms
- 🎯 Multi-Task Support: Binary/Multi-class classification, object detection, segmentation, and text generation
pspnet-pytorch
Lextal
587stars
PyTorch implementation of PSPNet segmentation network
geotorch
lezcano
710stars
Constrained optimization toolkit for PyTorch
LLM4TS
liaoyuhua
564stars
Large Language & Foundation Models for Time Series.
deep_gcns
lightaime
629stars
Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org
506stars
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
deeplearning-notes
lijqhs
613stars
Notes for Deep Learning Specialization Courses led by Andrew Ng.
SegmenTron
LikeLy-Journey
723stars
Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, RefineNet, UNet, DANet, HRNet, DFANet, HardNet, LedNet, OCNet, EncNet, DuNet, CGNet, CCNet, BiSeNet, PSPNet, ICNet, FCN, deeplab)
open-cd
likyoo
907stars
A Change Detection Repo Standing on the Shoulders of Giants
VAE-LSTM-for-anomaly-detection
lin-shuyu
577stars
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
hyrax
lincc-frameworks
43stars
Hyrax - A low-code framework for rapid experimentation with ML & unsupervised discovery in astronomy
FastTreeSHAP
567stars
Fast SHAP value computation for interpreting tree-based models
photon-ml
795stars
A scalable machine learning library on Apache Spark
python-datascientist
linogaliana
187stars
Dépôt associé au cours Python pour data scientists (ENSAE 2e année)
ET-BERT
linwhitehat
684stars
The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.
LaTeX_OCR
LinXueyuanStdio
558stars
:gem: 数学公式识别 Math Formula OCR