jiaodaxiaozi's repositories
ADNet
This is the official code for the published paper 'Deep Reinforcement Learning for Multi-Period Facility Location: 𝑝𝑘-median Dynamic Location Problem'.
awesome-ggplot2
A curated list of awesome ggplot2 tutorials, packages etc.
CG-Based-Transportation-Planning-Models
Open-source Python codes for digitization of transportation planning models through computational graphs (CGs)
CityFlowER
An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
cuPDLP-C
Code for solving LP on GPU using first-order methods
DomiRank
a repository for DomiRank along with some code to do efficient node removals and largest-connected-component sampling of massive networks
GPS-data-of-1000-buses-in-Beijing
GPS Data of 1000 Buses in Beijing on October 19, 2020
HAIM-DRL
The official code for paper "Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving"
HGCN2SP
HGCN2SP: Hierarchical Graph Convolutional Network for Two-Stage Stochastic Programming
IntentDrivenFTP
The code implementation of the SIA-FTP.
InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
InverseOptimizationBasedPreferenceEstimation
The source codes in the article of ‘Estimation of Schedule Preference and Crowding Perception in Urban Rail Corridor Commuting: An Inverse Optimization Method’
iTransformer
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
lnotes
LaTeX Notes
madina
A Python library modeling pedestrian and bicycle trips over networks.
MVRP
Code and data for paper "Modular Vehicle Routing Problem: Applications in Logistics".
OpenRailRouting
routing on railway tracks using OpenStreetMap data and the GraphHopper routing engine
PyEPO
A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
PyOptInterface
Efficient modeling interface for mathematical optimization in Python
quackosm
QuackOSM: an open-source Python and CLI tool for reading OpenStreetMap PBF files using DuckDB
rsome
Robust Stochastic Optimization Made Easy
SARP_RL_Dataset
The dataset in the study "The Share-a-Ride Problem with mixed ride-hailing and logistic vehicles"
STTN
Crash-risk propagation simulating
swjtuThesisV2.0
A LaTeX Template for PhD/MA Thesis of Southwest Jiaotong University (SWJTU) / 西南交通大学研究生学位论文LaTeX模板
Time-LLM
[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
tracebase
Nonstationary temporal matrix factorization for sparse traffic time series forecasting.
Transportation
Data, test cases and codes related to papers in the field of transportation.