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  5. Prediction-and-Scheduling-of-Shared-Bike Prediction-and-Scheduling-of-Shared-Bike Public

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    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。

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  6. bike_sharing_neural_network bike_sharing_neural_network Public

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    本项目基于共享单车公司历史用户使用数据,创建神经网络模型,实现完整的前向和反向传播,训练模型使其具有预测未来单车使用量的能力,帮助共享单车公司决策单车的储备量以适配单车使用需求。

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