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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 251
Nixtla
hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

344K 743 97
BirchKwok
spinests

spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

2K 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.

2K 2K 251
ec-jrc
lisflood-lisvap

Lisflood OS (LISVAP)

819 13 7
firmai
atspy

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

602 522 91
IDA-HumanCapital
fife

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

524 23 5
PYFTS
pyfts

Fuzzy Time Series for Python

327 279 55
ajayarunachalam
deep-xf

DEEPXF - An open-source, low-code explainable forecasting and nowcasting library with state-of-the-art deep neural networks and Dynamic Factor Model. Now available with additional addons like Denoising TS signals with ensembling of filters, TS signal similarity test with Siamese Neural Networks

317 118 25
earthai-tech
fusionlab-learn

fusionlab-learn: Igniting Next-Gen Temporal Fusion Architectures

268 2 0
DC-research
timeagi

Time Series Foundation Model - TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting

134 135 21
artefactory-global
streamlit-prophet

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

76 368 259
firmai
fairdata

Automated Time Series in Python

59 522 91
firmai
xaib

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

36 522 91
dream-faster
fold-wrappers

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

12 6 1
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