Automated time-series forecast pipeline with state-of-art machine learning and deep learning algorithm. 🚀🚀🚀
version 0.1.0
Use the package manager pip to install AutoTSF.
$ pip install autotsffrom autotsf import AutoTSF # Import
import pandas as pd
data = pd.read_csv('/Users/kailing/Desktop/sample_data_1.csv', parse_dates=['datetime']) # for testing
auto_tsf = AutoTSF() # Initialization
auto_tsf.train(data) # automated feature engineering and model training
pred_df = auto_tsf.forecast(num_step_forecast=7) # one week forecastSee also the list of contributors who participated in this project.
This project is licensed under the MIT License - see the LICENSE file for details