Minglei Yuan's starred repositories
awesome-papers-fewshot
Collection for Few-shot Learning
PyTorch-Geometric-YooChoose
This is a tutorial for PyTorch Geometric on the YooChoose dataset
DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
awesome-deeplearning-resources
Deep Learning and deep reinforcement learning research papers and some codes
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
deeplearningbook-chinese
Deep Learning Book Chinese Translation
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
GNN_Review
GNN综述阅读报告
pytorch_geometric
Graph Neural Network Library for PyTorch
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
deeplearning-models
A collection of various deep learning architectures, models, and tips
typhoon-baseline
A Baseline of Typhoon Prediction
pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
rainbow-is-all-you-need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
low-shot-shrink-hallucinate
Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features
Semantic-Feature-Augmentation-in-Few-shot-Learning
Semantic Feature Augmentation in Few-shot Learning
PaperReading
论文阅读以及笔记