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xiaosanmeng's Projects

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轨道交通智慧客流分析预测系统

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第二届广州·琶洲算法大赛-智能交通CV模型赛题第26名方案

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将社区发现算法应用到对城市路网轨迹数据的处理中,目的是从批量的Geolife数据中提取出一个代表用户社区关系的复杂网络,并针对该网络实现社区发现

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在8684爬取公交路线名,并向高德请求路线的具体信息(如站点,坐标 ,运行时间等),最后在地图上生成路线图

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路况状态时空预测路况状态时空预测 本次课设采用了LGBM模型进行训练与评估

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网上航空订票系统将可以为用户提供在网上订购机票,航班信息查询、航班时间等系列功能,这些都是开拓航空机票业务能力的十分有效的手段

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监控视角下车辆检测和测速

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利用BNSS构建节点变量NMI设置连边权重,构建复杂网络,并进行数据可视化分析

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一个通过交通运行情况数据推算隧道co浓度的最小可行化产品

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对出租车数据进行处理,得到路网中某一时间段内的平均速度数据。

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Truck Traffic Flow Prediction Based on LSTM and GRU Methods with Sampled GPS Data

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地铁数据包括用户D,进站时间,进站ID,进站状态,出站时间,出站ID,出站状态,出站时间。

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我使用时间序列分析来预测公交车站乘客的行为和模式,数据可视化包括时间序列图。I have used Time Series Analysis to predict the behavior and pattern of Passengers at a bus stop, Data Visualizations include Time-Series Plots.

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从高德地图爬取poi数据,由于配额有限只爬取了部分数据

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爬取链家网青岛市各地区房价,数据预处理,利用xgboost房价预测

12-month-forecast-with-lstm icon 12-month-forecast-with-lstm

关于 这是一个LSTM示例,用于在Air Passenger数据集上预测未来12个月的情况。This is an example of LSTM used to forecast the next 12 months on the Air Passengers dataset.

12306-ticketsbookingsystem icon 12306-ticketsbookingsystem

python新手小项目:12306车票查询和预定(Tkinter可视化+12306车次数据获取+订票自动化)

12306_map icon 12306_map

这是一个使用python爬取12306信息,并且用R进行地图可视化的项目

12306spy icon 12306spy

12306查票, 找到一张能上车的票

2014-summer-travels icon 2014-summer-travels

基于 Python 的空间数据分析和可视化我 2014 年夏季旅行的 GPS 位置数据。Python-based spatial data analysis and visualization of the GPS location data from my 2014 summer travels.

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