semvec/pypi-packages huggingface dataset:
prophet-critique 0.0.3
Article list for Facebook prophet evaluation
License: MIT

# prophet-critique
Resources for assessing facebook prophet forecasting library

* Elo ratings for forecasting packages [leaderboards](https://microprediction.github.io/timeseries-elo-ratings/html_leaderboards/univariate-k_003.html)
* Is Facebook Prophet the Time-Series Messiah, or Just a Very Naughty Boy? [article](https://www.microprediction.com/blog/prophet)
* Benchmarking Facebook's Prophet [article](https://kourentzes.com/forecasting/2017/07/29/benchmarking-facebooks-prophet/)
* A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting [article](https://arxiv.org/pdf/2011.10715.pdf)
* A Comparison of Time Series Methods to Forecast Percentage of Active Cases per Population [article](https://www.mdpi.com/2076-3417/10/11/3880)
* A Comparative Study of
Univariate Time-series Methods
for Sales Forecasting [thesis](https://uwspace.uwaterloo.ca/bitstream/handle/10012/15488/Shah_Vishvesh.pdf?sequence=1&isAllowed=y)
* Prophet versus "dumb model" [kernel description](https://www.kaggle.com/myster/eda-prophet-winning-solution-3-0)
* Cash flow prediction: MLP and LSTM compared to ARIMA and Prophet [article](https://www.researchgate.net/publication/334575706_Cash_flow_prediction_MLP_and_LSTM_compared_to_ARIMA_and_Prophet)
* Prophet evel [repo](https://github.com/alirezayazdani21/facebook_prophet_eval/blob/main/TBATS)