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Forecasting Models Python Packages

Python packages with the GitHub topic forecasting-models. Sorted by relevance, with stars and monthly downloads.
alkaline-ml
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.

3.4M 2K 252
Nixtla
hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

300K 742 97
BirchKwok
spinests

spinesTS, a powerful timeseries toolsets.

1K 45 9
tgsmith61591
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
ec-jrc
lisflood-lisvap

Lisflood OS (LISVAP)

679 13 7
firmai
atspy

Automated Time Series in Python

670 522 91
IDA-HumanCapital
fife

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

513 23 5
ajayarunachalam
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.

388 118 25
PYFTS
pyfts

An open source library for Fuzzy Time Series in Python

363 279 55
earthai-tech
fusionlab-learn

fusionlab-learn: Igniting Next-Gen Temporal Fusion Architectures

302 2 0
firmai
fairdata

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

127 522 91
DC-research
timeagi

The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for forecasting task v1.0 version.

118 137 20
artefactory-global
streamlit-prophet

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

97 369 258
firmai
xaib

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

51 522 91
dream-faster
fold-wrappers

🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)

6 6 1
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