chrissong's repositories
Algorithms-and-Coding-Interviews
Open source content from a book in progress, Hands-on Algorithmic Problem Solving
chrisyangsong.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
TMC2GMNS
TMC2GMNS
Dash-by-Plotly
Interactive data analytics
Driving-IRL-NGSIM
Implementation of the T-ITS paper "Driving Behavior Modeling using Naturalistic Human Driving Data with Inverse Reinforcement Learning"
highway-env
A minimalist environment for decision-making in autonomous driving
LeetCode-Book
《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓。
m3u8-downloader
m3u8 视频在线提取工具
macad-gym
Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
mlbook
Repository for the free online book Machine Learning from Scratch (link below!)
Path4GMNS
An open-source, cross-platform, lightweight, and fast Python path engine for networks encoded in GMNS.
Path4GMNS_Learning
Learning Notes & Code.
pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
rl-agents
Implementations of Reinforcement Learning and Planning algorithms
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
Traffic-Assignment-Frank-Wolfe-2021
This simple script computes the traffic assignment using the Frank-Wolfe algorithm (FW) or the Method of successive averages (MSA). It can compute the User Equilibrium (UE) assignment or the System Optimal (SO) assignment. The travel time cost function that models the effect of congestion on travel time is pluggable and definable by the users.