Welcome to forecasttime

Python package to integrate the workflow of a variety of time series forecast methods

• Free software: MIT license
• Documentation: https://phillip1029.github.io/forecasttime

Features in progress

• Time series dataframe transformation for machine learning and deep learning.
• Classical time series forecast models
• Machine learning models for time series forecast
• Deep learning models for time series forecast: LSTM and CNN
• Ensemble of selected time series forecast models
• Model performance evaluation
• Interpretable forecast

Features in queque

• Fbprophet forecast: there's problem of pip install fbprophet in Windows.
• Hierarchical time series forecast.
• New forecast algorithms

Credits

This package was created with Cookiecutter and the giswqs/pypackage project template.

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Last update: 2021-05-14