evan's repositories
AlgoNotes
公众号【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容
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, ... 🧠
AutoGL
An autoML framework & toolkit for machine learning on graphs.
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
awesome-blockchain-papers
A curated list of academic blockchain-related papers
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
benchmarking-gnns
Repository for benchmarking graph neural networks
blockapi
A general framework for blockchain analytics
BlockSci
A high-performance tool for blockchain science and exploration
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
cs231n.github.io
Public facing notes page
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DIG
A library for graph deep learning research
ethereum-etl
Python scripts for ETL (extract, transform and load) jobs for Ethereum blocks, transactions, ERC20 / ERC721 tokens, transfers, receipts, logs, contracts, internal transactions. Data is available in Google BigQuery https://goo.gl/oY5BCQ
GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
GNNPapers
Must-read papers on graph neural networks (GNN)
GraphGallery
GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs).
GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
OCGNN
my implement of my paper
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
scikit-learn
scikit-learn: machine learning in Python
stellargraph
StellarGraph - Machine Learning on Graphs