Forecasting Models Python Packages

pmdarima

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

3.2M 2K 252

hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

304K 749 97

eruption-forecast

Volcanic eruption forecasting using seismic data. Train machine learning models and predict probability of eruptions

3K 1 0

pyramid-arima

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

1K 2K 252

lazypredict-nightly

Lazy Predict Nightly enables rapid benchmarking of machine learning models with just a few lines of code. It helps identify the best-performing algorithms on your dataset without requiring hyperparameter tuning.

962 15 0

atspy

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

631 520 91

spinests

spinesTS, a powerful timeseries toolsets.

616 45 9

fife

Finite-Interval Forecasting Engine: Machine learning models for discrete-time survival analysis and multivariate time series forecasting

487 23 5

lisflood-lisvap

Lisflood OS (LISVAP)

404 14 7

fusionlab-learn

Next-Gen Temporal Fusion Architectures for Time-Series Forecasting

328 2 0

deep-xf

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

292 118 25