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The Top 23 Python Data Science Forecasting Open Source Projects

Open source projects categorized as Python Data Science Forecasting
Categories > Data Processing > Data Science
Categories > Machine Learning > Forecasting
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35most recent commit 3 months agopypi statsmodels} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 2 days agopypi autogluon.core} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19most recent commit 3 months agopypi skforecast} Downloads
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 4 months ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8most recent commit 3 months agopypi aeon} Downloads
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186most recent commit 3 months ago
Pyfts ⭐ 232
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit a year ago
Covid19 Severity Prediction ⭐ 226
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
most recent commit 5 months ago
Time Series Analysis With Python Cookbook ⭐ 183
Time Series Analysis with Python Cookbook, published by Packt
most recent commit 7 months ago
Hcrystalball ⭐ 135
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
dependent packages 1total releases 10most recent commit 2 years ago
Qlik Py Tools ⭐ 132
Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).
most recent commit 3 years ago
Openstef ⭐ 67
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
dependent packages 1total releases 102most recent commit 3 months agopypi openstef} Downloads
Judgyprophet ⭐ 51
Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).
total releases 2most recent commit 2 years ago
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35most recent commit 6 months ago
Pytsal ⭐ 32
An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS
total releases 6most recent commit 2 years ago
Sam ⭐ 26
Python package for time series analysis and machine learning
total releases 32most recent commit 4 months ago
Bytehub ⭐ 22
ByteHub: making feature stores simple
most recent commit 3 years ago
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26most recent commit 5 months ago
Zs Data Science Challenge ⭐ 19
A Data science challenge - "Mekktronix Sales Forecasting" organised by ZS through Hackerearth platform. Rank: 223 out of 4743.
most recent commit 6 years ago
Holt Winters ⭐ 19
The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.
most recent commit 3 years ago
The 9 Most Depended On Python Data Science Forecasting Open Source Projects
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 2 days agopypi autogluon.core} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Openstef ⭐ 67
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
dependent packages 1total releases 102latest release November 02, 2023most recent commit 3 months agopypi openstef} Downloads
The 10 Latest Releases In Python Data Science Forecasting Open Source Projects
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 2 days agopypi autogluon.core} Downloads
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Tsforecasting ⭐ 19
TSForecasting - Automated Time Series Forecasting Framework
total releases 26latest release November 27, 2023most recent commit 5 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19latest release November 16, 2023most recent commit 3 months agopypi skforecast} Downloads
Openstef ⭐ 67
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
dependent packages 1total releases 102latest release November 02, 2023most recent commit 3 months agopypi openstef} Downloads
Tablespoon ⭐ 38
🥄✨Time-series Benchmark methods that are Simple and Probabilistic
total releases 35latest release October 20, 2023most recent commit 6 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11latest release October 16, 2023most recent commit 4 months ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
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