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The Top 23 Forecasting Open Source Projects

Open source projects categorized as Forecasting
Categories > Machine Learning > Forecasting
Applied Ml ⭐ 24,714
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 20 days ago
Mindsdb ⭐ 17,959
MindsDB connects AI models to databases.
total releases 434most recent commit 7 hours ago
Prophet ⭐ 16,942
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 72total releases 10most recent commit 7 days agopypi prophet} Downloads
Deeplearningexamples ⭐ 11,463
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
most recent commit 12 days ago
Statsmodels ⭐ 8,846
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,866total releases 35most recent commit 16 days agopypi statsmodels} Downloads
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50most recent commit 12 hours agopypi sktime} Downloads
Awesome Project Ideas ⭐ 6,856
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
most recent commit 7 months ago
Darts ⭐ 6,468
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 11total releases 30most recent commit 4 hours agopypi darts} Downloads
Autogluon ⭐ 6,247
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043most recent commit 2 days agopypi autogluon.core} Downloads
Informer2020 ⭐ 4,029
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit a month ago
Tsai ⭐ 3,917
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 46most recent commit 2 days agopypi tsai} Downloads
Gluonts ⭐ 3,802
Probabilistic time series modeling in Python
dependent packages 12total releases 92most recent commit 2 days agopypi gluonts} Downloads
Neural_prophet ⭐ 3,247
NeuralProphet: A simple forecasting package
dependent packages 3total releases 23most recent commit a day agopypi neuralprophet} Downloads
Pytorch Forecasting ⭐ 3,222
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 4 days agopypi pytorch-forecasting} Downloads
Statsforecast ⭐ 3,003
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 16total releases 26most recent commit 13 hours agopypi statsforecast} Downloads
Merlion ⭐ 2,921
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18most recent commit 6 months agopypi salesforce-merlion} Downloads
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit 5 months ago
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit 8 months ago
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit a year ago
Neuralforecast ⭐ 1,788
Scalable and user friendly neural :brain: forecasting algorithms.
dependent packages 3total releases 19most recent commit 2 days agopypi neuralforecast} Downloads
Orbit ⭐ 1,728
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 4 days agopypi orbit-ml} Downloads
Flow Forecast ⭐ 1,623
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 8 days ago
Time Series Transformers Review ⭐ 1,519
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 15 days ago
The 10 Most Depended On Forecasting Open Source Projects
Statsmodels ⭐ 8,846
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,866total releases 35latest release May 05, 2023most recent commit 16 days agopypi statsmodels} Downloads
Forecast ⭐ 1,057
forecast package for R
dependent packages 193total releases 92latest release August 31, 2023most recent commit a month ago
Arch ⭐ 1,157
ARCH models in Python
dependent packages 41total releases 42latest release June 22, 2022most recent commit 2 days agopypi arch} Downloads
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50latest release July 20, 2023most recent commit 12 hours agopypi sktime} Downloads
Timetk ⭐ 565
Time series analysis in the `tidyverse`
dependent packages 22total releases 18latest release April 07, 2022most recent commit 10 days ago
Statsforecast ⭐ 3,003
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 16total releases 26latest release February 28, 2023most recent commit 13 hours agopypi statsforecast} Downloads
Autogluon ⭐ 6,247
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit 2 days agopypi autogluon.core} Downloads
Gluonts ⭐ 3,802
Probabilistic time series modeling in Python
dependent packages 12total releases 92latest release August 07, 2023most recent commit 2 days agopypi gluonts} Downloads
The 10 Latest Releases In Forecasting Open Source Projects
Forecast ⭐ 1,057
forecast package for R
dependent packages 193total releases 92latest release August 31, 2023most recent commit a month ago
Neuralforecast ⭐ 1,788
Scalable and user friendly neural :brain: forecasting algorithms.
dependent packages 3total releases 19latest release August 30, 2023most recent commit 2 days agopypi neuralforecast} Downloads
Neural_prophet ⭐ 3,247
NeuralProphet: A simple forecasting package
dependent packages 3total releases 23latest release August 09, 2023most recent commit a day agopypi neuralprophet} Downloads
Autogluon ⭐ 6,247
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit 2 days agopypi autogluon.core} Downloads
Gluonts ⭐ 3,802
Probabilistic time series modeling in Python
dependent packages 12total releases 92latest release August 07, 2023most recent commit 2 days agopypi gluonts} Downloads
Darts ⭐ 6,468
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 11total releases 30latest release August 05, 2023most recent commit 4 hours agopypi darts} Downloads
Mindsdb ⭐ 17,959
MindsDB connects AI models to databases.
total releases 434latest release July 25, 2023most recent commit 7 hours ago
Sktime ⭐ 6,914
A unified framework for machine learning with time series
dependent packages 41total releases 50latest release July 20, 2023most recent commit 12 hours agopypi sktime} Downloads
Statsmodels ⭐ 8,846
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,866total releases 35latest release May 05, 2023most recent commit 16 days agopypi statsmodels} Downloads
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