A Robust and Efficient Trajectory Planner for Quadrotors

Visualizer for neural network, deep learning and machine learning models

Visual tracking library based on PyTorch.

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Code used in the paper "Individual level analysis of digital proximity tracing for COVID-19 in Belgium highlights major bottlenecks"

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

Coursera Machine Learning By Prof. Andrew Ng

吴恩达老师的机器学习课程个人笔记

Map-Constrained Trajectory Recovery (KDD'21)

DiscoverPath, a KG-based re- trieval system designed for biomedical research. This system aims to assist biomedical researchers in dynamically refining their queries and effectively retrieving arti…

《机器学习》（西瓜书）公式详解

pandas中文教程

TGN: Temporal Graph Networks

Part of my daily plan for studying Python.

A complete computer science study plan to become a software engineer.

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

《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

机器学习 - 从原理到实现

华为机考题，python

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

scikit-learn: machine learning in Python

Map matching

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

Java map matching library for integrating the map into software and services with state-of-the-art online and offline map matching that can be used stand-alone and in the cloud.

Implement of IVMM map matching method.

a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction

基于时间和空间特性的全局地图匹配算法，基础路网可根据 bbox 下载并处理得到

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)