Yong Sun's repositories
Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
PIE-CL
Improving Session-based Recommendation with Constrastive Learning, User Modeling and User-adapted Interaction (UMUAI), 2022.
pytorch-Deep-Learning
Deep Learning (with PyTorch)
GaLR
Source code of paper "Remote Sensing Cross-Modal Image-Text Retrieval Based on Global and Local Information"
NNCLR
Implementation of the nearest neighbour CLR paper
stat453-deep-learning-ss21
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
leaflet_task
Very useful Leaflet JS exercises for beginners using different open-source javascript plugins
leetcode
😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解
paper-reading
深度学习经典、新论文逐段精读
CoSeRec
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
PostGIS-Grids
PostgreSQL, PostGIS custom algorithm to make Hex Grid, Triangle Grid, Points Grid, and Rectangle Grid.
loc2vec
An implementation of the skip-gram model used in word2vec, but with sequences of locations
FedGraphNN
A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
torchrs
PyTorch implementation of popular datasets and models in remote sensing
HINE
Heterogeneous Information Network Embedding
recsys-nlp-graph
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
SASRec.Critic.Actor.Pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
kddcup-starting-kit
The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.
traj2embedding
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
easy-rl
强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
SCAN
PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量