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#forecasting

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

32 records
Tagged “forecasting”Ranked by health index
PyPI
98Exceptionalhealth index
Nixtla/neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
Python · Jupyter Notebook★ 4,276↓ 178.8K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
Python★ 4,889↓ 1.9M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
Python★ 10.6K↓ 6.9M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
sktime/sktime
A unified framework for machine learning with time series
Python★ 10K↓ 1.1M/moSep 22, 2026
BSD-3-ClauseSep 22, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
Nixtla/mlforecast
Scalable machine 🤖 learning for time series forecasting.
Python★ 1,277↓ 381.4K/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
Nixtla/nixtla
TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
Jupyter Notebook★ 4,008↓ 57.3K/moSep 18, 2026
Custom licenseSep 18, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
Python★ 9,521↓ 303.2K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
OpenSTEF/openstef
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
Python★ 168↓ 16.4K/moSep 11, 2026
MPL-2.0Sep 11, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
sktime/pytorch-forecasting
Time series forecasting with PyTorch
Python★ 4,992Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
statsmodels/statsmodels
Statsmodels: statistical modeling and econometrics in Python
Python★ 11.6KAug 27, 2026
BSD-3-ClauseAug 27, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
Nixtla/utilsforecast
Helper functions to plot, evaluate, preprocess and engineer features for forecasting
Python★ 109↓ 2.2M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
awslabs/gluonts
Probabilistic time series modeling in Python
Python · Jupyter Notebook★ 5,236↓ 308.2K/moSep 20, 2026
Apache-2.0Sep 20, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
Nixtla/datasetsforecast
Datasets for time series forecasting
Python · Jupyter Notebook★ 128↓ 54.2K/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
amazon-science/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
Python★ 5,769↓ 835.1K/moAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI · RubyGems
90Excellenthealth index
facebook/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Python · R★ 20.4K↓ 4.3M/moSep 20, 2026
MITSep 20, 2026 · metrics 2.10.0
npm
87Excellenthealth index
LuxAlgo/PineTS
Run Pine Script® anywhere. PineTS is LuxAlgo's open-source Pine Script® runtime for Node.js and the browser.
TypeScript★ 880↓ 47.6K/moOct 20, 2026
AGPL-3.0Oct 20, 2026 · metrics 2.10.0
PyPI
87Excellenthealth index
bashtage/arch
ARCH models in Python
Python★ 1,570↓ 988.1K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
Go · npm
87Excellenthealth index
openpredictionmarkets/socialpredict
Prediction Market Platform: Easy to Deploy, Open Source MIT Licensed
Go · JavaScript★ 223Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
Nixtla/coreforecast
Fast implementations of common forecasting routines
Python · C++★ 42↓ 1.9M/moAug 27, 2026
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
83Excellenthealth index
SeitaBV/timely-beliefs
Model data as beliefs (at a certain time) about events (at a certain time).
Python★ 42↓ 13.3K/moSep 25, 2026
MITSep 25, 2026 · metrics 2.10.0
PyPI
77Goodhealth index
business-science/pytimetk
Time series easier, faster, more fun. Pytimetk.
Python★ 966↓ 14.2K/moOct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
PyPI
77Goodhealth index
rebase-energy/timedatamodel
A lightweight Pythonic data model for time series data, interoperable with NumPy, Pandas and Polars.
Python★ 9↓ 4,836/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
Metaculus/forecasting-tools
A framework for building a AI Forecasting Bot for Metaculus. Additionally AI Forecasting tools to help humans forecast the future.
Python · Jupyter Notebook★ 83↓ 45.7K/moOct 2, 2026
MITOct 2, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
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.
Python★ 1,736↓ 1.8M/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
databricks-industry-solutions/many-model-forecasting
Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF) Project.
Python · Jupyter Notebook★ 103Sep 10, 2026
Custom licenseSep 10, 2026 · metrics 2.10.0
PyPI
73Goodhealth index
openclimatefix/metnet
PyTorch Implementation of Google Research's MetNet and MetNet-2
Python★ 304↓ 840/moSep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
npm · crates.io · PyPI
73Goodhealth index
sipemu/anofox-forecast
Timeseries forecasting in Rust
Rust★ 7↓ 5,257/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
PyPI
62Moderatehealth index
theorieken/anomx
Anomx is a library for time series datasets, forecasting, modeling, and anomaly detection. It provides modular tools for building interpretable workflows that help researchers and engineers understand temporal patterns, detect unusual behavior, and evaluate predictive models.
Python★ 1↓ 2,371/moOct 4, 2026
Custom licenseOct 4, 2026 · metrics 2.10.0
npm
54Moderatehealth index
azohra/meteo
Forecasts and live wind, built in the open.
TypeScript★ 0↓ 10.7K/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0