forecasting-models topic

List forecasting-models repositories

Sky-Cast-Capstone

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Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series

deep-learning-time-series

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517
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List of papers, code and experiments using deep learning for time series forecasting

pyFTS

258
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53
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An open source library for Fuzzy Time Series in Python

atspy

510
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89
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AtsPy: Automated Time Series Models in Python (by @firmai)

streamlit_prophet

275
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199
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Streamlit app to train, evaluate and optimize a Prophet forecasting model.

pmdarima

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227
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A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

timetk

598
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98
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Time series analysis in the `tidyverse`

sweep

154
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32
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Extending broom for time series forecasting

gis4wrf

159
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35
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QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀

hierarchicalforecast

572
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70
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Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.