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Automated Time-Series Forecasting

Project description

AutoTSF

Automated time-series forecast pipeline with state-of-art machine learning and deep learning algorithm. 🚀🚀🚀

Installation

Use the package manager pip to install AutoTSF.

$ pip install autotsf

Getting Started

from autotsf import AutoTSF               # Import

auto_tsf = AutoTSF()                      # Initialization
auto_tsf.train(data)                      # automated feature engineering and model training
pred_df = auto_tsf.predict(num_steps=7)   # one week forecast

Authors

  • Kailing Ding - Github
  • Yuxuan Fan - Github
  • Jerry Chan
  • Shen Hu
  • Jeffrey Chen

See also the list of contributors who participated in this project.

License

This project is licensed under the MIT License - see the LICENSE file for details

Project details


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