jiaodaxiaozi

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

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

Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

awesome-ggplot2

A curated list of awesome ggplot2 tutorials, packages etc.

FinalScheduler

:calendar: 终极排班管理、考勤系统

lnotes

LaTeX Notes

PyEPO

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

rsome

Robust Stochastic Optimization Made Easy

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

madina

A Python library modeling pedestrian and bicycle trips over networks.

cuPDLP-C

Code for solving LP on GPU using first-order methods

Optimal_Classification_Trees

Three MIP models for optimal classification tree: OCT, binOCT, flowOCT

xlogit

A Python package for GPU-accelerated estimation of mixed logit models.

tracebase

Temporal matrix factorization for sparse traffic time series forecasting.

Open-TNM

HAIM-DRL

The official code for paper "Human as AI Mentor: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving"

Explainable-Causal-Reinforcement-Learning

Explainable Causal Reinforcement Learning with attention

Transportation

Data, test cases and codes related to papers in the field of transportation.

CityFlowER

An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models

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

PSDLO

DynamicsOfBottlencks

Dynamics of traffic bottlencks

Branch-and-Price_for_Crew_Scheduling

solve railway Crew Scheduling Problem by branch-and-price 分支定价求解铁路乘务交路计划

2023.0106

GPS-data-of-1000-buses-in-Beijing

GPS Data of 1000 Buses in Beijing on October 19, 2020

CG-Based-Transportation-Planning-Models

Open-source Python codes for digitization of transportation planning models through computational graphs (CGs)

SWJTU-Beamer-Slide

西南交通大学幻灯片模板（豪华版）📋

HFUT_Resume

LaTeX Résumé Template for Hefei University of Technology

InverseOptimizationBasedPreferenceEstimation

The source codes in the article of ‘Estimation of Schedule Preference and Crowding Perception in Urban Rail Corridor Commuting: An Inverse Optimization Method’