JinleiZhangBJTU

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ASTGCN

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

Conv-GCN

Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit

ResNet-LSTM-GCN

Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit

STGCN_IJCAI-18

Spatio-Temporal Graph Convolutional Networks

T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Transportation_with_Machine_Learning

交通·未来系列线上公益学术活动PPT

JinleiZhangBJTU/ResNet-LSTM-GCN

Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit

JinleiZhangBJTU/Transportation_with_Machine_Learning

交通·未来系列线上公益学术活动PPT

JinleiZhangBJTU/Conv-GCN

Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit

JinleiZhangBJTU/T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

JinleiZhangBJTU/ASTGCN

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

JinleiZhangBJTU/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

JinleiZhangBJTU/tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

JinleiZhangBJTU/academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

JinleiZhangBJTU/awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

JinleiZhangBJTU/GE-GAN

GE-GAN: A novel deep learning framework for road traffic state estimation

JinleiZhangBJTU/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

JinleiZhangBJTU/PVCGN

code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"

JinleiZhangBJTU/SuperMachineLearningNotes

Super-Machine-Learning-Revision-Notes

JinleiZhangBJTU/aaai_melding_code

Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"

JinleiZhangBJTU/aaai_predit_then_optimize

Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"

JinleiZhangBJTU/academic-kickstart

JinleiZhangBJTU/clusternet

Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"

JinleiZhangBJTU/CSTN

Taxi Origin-Destination Demand Prediction

JinleiZhangBJTU/e2e-model-learning

Task-based end-to-end model learning in stochastic optimization

JinleiZhangBJTU/gcn

Implementation of Graph Convolutional Networks in TensorFlow

JinleiZhangBJTU/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021 (Best paper award).

JinleiZhangBJTU/PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

JinleiZhangBJTU/PredOptwithSoftConstraint

Code for NeurIPS2021 submission "A Surrogate Objective Framework for Prediction+Programming with Soft Constraints"

JinleiZhangBJTU/pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

JinleiZhangBJTU/pygcn

Graph Convolutional Networks in PyTorch

JinleiZhangBJTU/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

JinleiZhangBJTU/qpth

A fast and differentiable QP solver for PyTorch.

JinleiZhangBJTU/Supplementary-Files

JinleiZhangBJTU/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

JinleiZhangBJTU/tensorflow-handbook

简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0