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Updated 5 months ago

https://github.com/ourownstory/neural_prophet • Rank 23.6 • Science 46%

NeuralProphet: A simple forecasting package

artificial-intelligence autoregression deep-learning fbprophet forecast forecasting forecasting-algorithm forecasting-model machine-learning neural neural-network neuralprophet prediction prophet python pytorch seasonality time-series timeseries trend
Updated 5 months ago

https://github.com/business-science/modeltime • Rank 19.1 • Science 26%

Modeltime unlocks time series forecast models and machine learning in one framework

arima data-science deep-learning ets forecasting machine-learning machine-learning-algorithms modeltime prophet r-package tbats tidymodeling tidymodels time time-series time-series-analysis timeseries timeseries-forecasting
Updated 5 months ago

https://github.com/nixtla/statsforecast • Rank 12.4 • Science 26%

Lightning ⚡️ fast forecasting with statistical and econometric models.

arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series
Updated 5 months ago

https://github.com/artefactory/streamlit_prophet • Rank 7.7 • Science 13%

Streamlit app to train, evaluate and optimize a Prophet forecasting model.

fbprophet forecasting forecasting-models machine-learning prophet python streamlit streamlit-webapp time-series
Updated 6 months ago

tsa-course • Science 26%

Book and material for the course "Time series analysis with Python" (STA-2003)

arima chaos-theory course exponential-smoothing fourier-transform kalman-filter moving-average multivariate-time-series non-linear-dynamics prophet quantitative-finance recurrent-neural-networks reservoir-computing signal-processing stationarity time-series-analysis time-series-classification time-series-clustering time-series-forecasting unit-root-test
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