yechenzhi's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
attmask
This repo contains the official implementation of ECCV 2022 paper "What to Hide from Your Students: Attention-Guided Masked Image Modeling"
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
CORA
A DETR-style framework for open-vocabulary detection (OVD). CVPR 2023
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Deep-Flow-Guided-Video-Inpainting
pytorch implementation for "Deep Flow-Guided Video Inpainting"(CVPR'19)
detr
End-to-End Object Detection with Transformers
learngit-1
教程→ https://www.liaoxuefeng.com/wiki/896043488029600 推送请使用UTF-8编码
LoL-RL
Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
mmyolo
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
Module-0
Module 0 - Fundamentals
Module-1
Module 1 - Autodifferentiation
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
PaddleRec
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
RankSortLoss
Official PyTorch Implementation of Rank & Sort Loss [ICCV2021]
torchtune
A Native-PyTorch Library for LLM Fine-tuning
trl
Train transformer language models with reinforcement learning.