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sharing-bike-data's Introduction

Project

Dataset

the dataset is from U.S capital https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset

Models

  • decision tree
  • lineary contrast about the mse
  • LSTM
  • neural-network
  • xgboost

Environment

tools version usage
python 3.7.7
jupyter-core 4.11.1 document programming
keras 2.10.0 Open source artificial neural network library
matplolib 3.5.3 2D Drawing Library
numpy 1.21.6 computing pkg
seaborn 0.11.2 Secondary encapsulation of matplotlib Visualizer
scikit-learn 1.0.2 Mechine Learning pkg
tensorflow 2.10.0 Deep learning framework
torch 1.12.1 Deep learning framework

shenzhen bike-sharing

the datasource is from part of shenzhen open data platform,Python crawler to get the other features. more data can communicate with me in email [email protected]

sharing-bike-data's People

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