Xiaowei Gao's repositories
bikedata
Cycling-related data platform
bikedata-1
:bike: Extract data from public hire bicycle systems
causal-learn
Python translation (and extension) of the Tetrad java code.
cyclestreets-r
An R interface to cyclestreets.net APIs
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
deep-active-learning
Deep Active Learning
DeepGravity
a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"
DSify
Boosting Driving Scene Understanding with Advanced Vision-Language Models
equal-area-cartogram
Equal area cartograms for geographies of Great Britain and the United Kingdom
gbfs
Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability
lse-ds105-course-notes
Course Notes for DS105 - Data for Data Science
lse-ds202-course-notes
Course Notes for DS202 - Data Science for Social Scientists
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！
measuring-inequality-in-community-resilience-to-natural-disasters
This repository documents the data processing and analysis perform on the data to support the findings presented in the article "Measuring Inequality in Community Resilience to Natural Disasters Using Large-scale Mobility Data" published in Nature Communications.
mit-15-003-data-science-tools
Study guides for MIT's 15.003 Data Science Tools
Mixture-Density-Networks-for-distribution-and-uncertainty-estimation
A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)
ML-YouTube-Courses
A repository to index and organize the latest machine learning courses found on YouTube.
odjitter
Disaggregate zone-based origin/destination data to specific points
Paper-Writing-Tips
Paper Writing Tips
pct
Get and reproduce data from the Propensity to Cycle Tool (PCT)
Road-Safety-UK
Exploratory and predictive data analysis about the circumstances of personal injury road accidents in Great Britain between 2013 and 2017.
road_regularization
🚀路网简化，OSM道路批量多线转单线 🚀断头路检测及导出 🚀地块划分 🚀路网优化 block divide, cartography, export Dead-end roads and so on...
Strava_Bias_Correction
Predict bicycle ridership after correcting bias in crowdsourced bicycling data from Strava using LASSO & Poisson Regression.