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zhuwentao2020's Projects

airporttaxidss icon airporttaxidss

[建模]Airport Taxi Decision Support Systems 机场出租车决策模型与优先调度策略

baidumap_api icon baidumap_api

这是俺最近搞的,可以从百度地图上爬取一些城市的地点信息和路线规划用来做旅游推荐( ﹁ ﹁ ) ~→SQL文件会在月底左右加上的( •̀ ω •́ )y

datasciencestudynotes icon datasciencestudynotes

这个仓库保管从(数据科学学习手札69)开始的所有代码、数据等相关附件内容

gd_traffic_tc_python icon gd_traffic_tc_python

阿里天池,广东公共交通大数据竞赛,简单实践,主要涉及特征提取,特征选择,scikit-learn使用

gps-data-mining icon gps-data-mining

Simple data-mining practice based on Taxi Service Trajectory. Here is a set of assignments for a data mining course during a semester.

maas.guide icon maas.guide

Guidebook to help Mobility as a Service providers.

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machine-learning-learning-notes icon 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!

mesa icon mesa

Mesa is an agent-based modeling framework in Python

prediction-and-scheduling-of-shared-bike icon prediction-and-scheduling-of-shared-bike

基于深度学习的共享单车预测与调度解决方案,使用神经网络构建单车需求量与时间段和地理画像的关联,预测不同区域单车需求量;使用蚁群算法规划最优单车调度路径。

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

public-apis icon public-apis

A collective list of free APIs for use in software and web development.

public-good-game icon public-good-game

解决公共品博弈,合作和背叛策略下的复杂网络演化过程

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