Arima 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.

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

skforecast

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models

orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

smooth

The set of functions used for time series analysis and in forecasting.

orange3-timeseries

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

atsw

ART (art-tseries) — Box-Jenkins-Treadway model-building toolkit + MCP server; includes the atsw umbrella meta-package. Part of the ATSW suite.

art-tseries

ART (art-tseries) — Box-Jenkins-Treadway model-building toolkit + MCP server; includes the atsw umbrella meta-package. Part of the ATSW suite.

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.

vectrix

Zero-config time series forecasting for Python. 30+ models, auto selection, Forecast DNA, Rust turbo — one line of code.

auto-ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

edgar-analytics

EDGAR Analytics – Python Library for Extracting, Analyzing, and Forecasting SEC EDGAR Filings. Streamline your financial analysis with comprehensive metrics, growth rates, and automated reporting capabilities.

chronax

JAX-accelerated time-series forecasting library. Fast, scalable, and NumPy-compatible.

bluewhale3-timeseries

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

runhic

An easy-to-use Hi-C data processing software supporting distributed computation.

forecast-os-gtm

Open-source forecasting engine for go-to-market analytics: calibrated, auditable forecasts across statistical, ML, and financial models — with a GTM layer, connectors, MCP + REST servers, and an always-on terminal.

ts-app

Learn about time series analysis, and interactively fit ARIMA models on samples or uploaded data.

tsa-course

Book and material for the course "Time series analysis with Python" (STA-2003)

build-oracle

Source-visible proprietary time-series forecasting toolkit for research, changepoint detection, model comparison, and GUI experiments.

blauwal3-timeseries

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.

timesage-ts

The Wise Time Series Library — Beautiful EDA, All Models, Plain-English Interpretation

orange3-timeseries-zh

🍊 :chart_with_upwards_trend: Orange add-on for analyzing, visualizing, manipulating, and forecasting time series data.