jindongwang

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

Deep-learning-activity-recognition

A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)

Pytorch-CapsuleNet

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

jindongwang.github.io

Personal website

EasyEspnet

Making Espnet easier to use

maml

Python implementation MAML (model-agnostic meta learning)

lihang-code

《统计学习方法》的代码实现

ActivationMapVisualization

Visualize the activation map using Grad CAM

jindongwang

ML_Notes

机器学习算法的公式推导以及numpy实现

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

learning_to_match

GNNPapers

Must-read papers on graph neural networks (GNN)

poster_template

some academic posters as references. May we have in-person poster session soon!

promptbench

A robustness evaluation framework for large language models on adversarial prompts

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

awesome-bert-nlp

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

DL_RL_Zoo

Lightweight, stable, efficient PyTorch implement of reinforcement learning

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

libriadapt

Instructions on downloading and using the LibriAdapt dataset

ReMoS_artifact

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

woxplugin