# time-series-prediction

**Repository Path**: htczzy/time-series-prediction

## Basic Information

- **Project Name**: time-series-prediction
- **Description**: 使用ARIMA、SARIMA、LSTM、BPNN进行时间序列预测，注释拉满。ARIMA, SARIMA, LSTM and BPNN were used to predict the time series.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 3
- **Created**: 2021-03-14
- **Last Updated**: 2021-03-14

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# time-series-prediction
使用ARIMA、SARIMA、LSTM、BPNN进行时间序列预测，注释拉满。ARIMA, SARIMA, LSTM and BPNN were used to predict the time series.  
alic90_131.xls是训练集，alic132_136.xls是测试集。  
alic_predict_bp.csv是BPNN的预测结果，alic_predict_lstm.csv是LSTM的预测结果。  
bp.h5是BPNN训练好的模型，lstm.h5是LSTM训练好的模型。