gcz1997

conv-social-pooling

Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018

Traffic-Benchmark

AutoGL

An autoML framework & toolkit for machine learning on graphs.

traffic-simulation-de

Source code for javascript simulation of website

Vehicle-Trajectory-Prediction-on-NGSIM

traffic_simulation

Python traffic simulation libarary based on Martin Treiber's Java applet from: http://www.traffic-simulation.de/. Implement IDM follower model and Lanechange model.

reina-model

Agent-based simulation model for COVID-19 spread in society and patient outcomes

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

neural-collaborative-filtering

pytorch version of neural collaborative filtering

GeoGail

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

bgnn

query2box

Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

TUM-Mining-Massive-Datasets

Solution to the programming assingments for the IN2323 spring course Mining Massive Datasets on the Technical University of Munich.

data-mining

Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course

NGCF-PyTorch

PyTorch Implementation for Neural Graph Collaborative Filtering

DRLPytorch

Pytorch for Deep Reinforcement Learning

DeepLearningNotes

《深度学习》花书手推笔记