Everything about Transfer Learning and Domain Adaptation--迁移学习
《迁移学习简明手册》LaTex源码
一些关于机器学习的学习资料与研究介绍
Resources about activity recognition-行为识别资料
A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
中国科学院大学(计算所)《概率方法与随机图》课程作业与教材
全国122个城市历史空气质量爬取
Domain-Adversarial Neural Network in Tensorflow
Leetcode 题解 (跟随思路一步一步撸出代码) 及经典算法实现
Python implementation MAML (model-agnostic meta learning)
信息检索检索器的Java实现
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
北航2013年计算机夏令营机试题,2 problems written in C language,2013
Jindong Wang's personal website
Java实现图,邻接矩阵和邻接表两种方式
Visualize the activation map using Grad CAM
Making Espnet easier to use
《统计学习方法》的代码实现
Python Implementation of Reinforcement Learning: An Introduction
《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。
注意力机制实践
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
Java和C#简单的数据库操作类,支持Sql Server和Sqlite及mysql
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
A web app for ranking computer science departments according to their research output in selective venues.
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
Natural Language Processing Tutorial for Deep Learning Researchers
🎆 A visualization of the CapsNet layers to better understand how it works
95.16% on CIFAR10 with PyTorch
LaTeX thesis template for The University of Chinese Academy of Sciences 中国科学院大学学位论文模板
PyTorch Tutorial for Deep Learning Researchers
syntax analytics
Simple PyTorch Tutorials Zero to ALL!
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
A PyTorch implementation of CapsNet based on Geoffrey Hinton's paper "Dynamic Routing Between Capsules"
A comprehensive list of awesome contrastive self-supervised learning papers.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Lightweight, stable, efficient PyTorch implement of reinforcement learning
Instructions on downloading and using the LibriAdapt dataset
Feature-Critic Networks for Heterogeneous Domain Generalisation
Must-read papers on graph neural networks (GNN)
Joint distribution optimal transportation for domain adaptation
Selection Distribution Generator for Domain Adaptation
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
编程语言 | 排名 | 好于 | 星星数 |
---|---|---|---|
MATLAB | 3 | 99.88% | 765 |
TeX | 5 | 99.95% | 2104 |
Python | 25 | 99.97% | 8248 |
Jupyter Notebook | 348 | 98.49% | 40 |
HTML | 1400 | 98.46% | 21 |