azusakou's Stars
oxwhirl/pymarl
Python Multi-Agent Reinforcement Learning framework
Farama-Foundation/ViZDoom
Reinforcement Learning environments based on the 1993 game Doom :godmode:
ZhugeKongan/TorchCAM
CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.
open-mmlab/mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
amusi/AI-Job-Notes
AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)
murufeng/awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
jbesomi/texthero
Text preprocessing, representation and visualization from zero to hero.
azusakou/PNN_SSA
Ricardokevins/Kevinpro-NLP-demo
All NLP you Need Here. 目前包含15个NLP demo的pytorch实现(大量代码借鉴于其他开源项目,原先是自己玩的,后来干脆也开源出来)
spencerbraun/anomaly_transformer_pytorch
PyTorch implementation of Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
sijoonlee/deep_learning
Deep Learning Resources, Practices
weslynn/AlphaTree-graphic-deep-neural-network
AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱
labmlai/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bermanmaxim/superpixPool
Superpixel Pooling implemented in PyTorch and Chainer
felixchenfy/Realtime-Action-Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
Hzzone/pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
xmu-xiaoma666/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
open-mmlab/mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
EvilPsyCHo/Deep-Time-Series-Prediction
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
jessevig/bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
KushajveerSingh/resize_network_cv
PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets
Separius/awesome-fast-attention
list of efficient attention modules
pprp/awesome-attention-mechanism-in-cv
Awesome List of Attention Modules and Plug&Play Modules in Computer Vision
google-research/google-research
Google Research
dovahcrow/patchify.py
A library that helps you split image into small, overlappable patches, and merge patches into original image.
BGU-CS-VIL/BASS
Bayesian Adaptive Superpixel Segmentation (ICCV 2019)
Borda/pyImSegm
Image segmentation - general superpixel segmentation & center detection & region growing
li-xinhe/studynote_ML
Be strong, be happy.
deepwise-code/DLIA
cipriancorneanu/dnn-topology
Computing topological cavities of deep neural networks