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The Top 23 Python Time Series Forecasting Open Source Projects

Open source projects categorized as Python Time Series Forecasting
Categories > Machine Learning > Forecasting
Categories > Data Storage > Time Series
Mindsdb ⭐ 19,723
Build AI 🤖 using SQL
total releases 449most recent commit 3 months ago
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
Tsai ⭐ 4,659
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 2total releases 47most recent commit 24 days agopypi tsai} Downloads
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 4 months ago
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24most recent commit 3 months agopypi neuralprophet} 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
Forecasting ⭐ 2,540
Time Series Forecasting Best Practices & Examples
most recent commit a year ago
Neuralforecast ⭐ 2,121
Scalable and user friendly neural 🧠 forecasting algorithms.
dependent packages 5total releases 20most recent commit 3 months agopypi neuralforecast} Downloads
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
Deep Learning Time Series ⭐ 1,811
List of papers, code and experiments using deep learning for time series forecasting
most recent commit 2 years ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 3 months agopypi orbit-ml} Downloads
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Ltsf Linear ⭐ 1,540
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
most recent commit 4 months ago
Pmdarima ⭐ 1,513
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
dependent packages 82total releases 27most recent commit 2 months agopypi pmdarima} Downloads
Arch ⭐ 1,212
ARCH models in Python
dependent packages 48total releases 43most recent commit 4 months agopypi arch} Downloads
Pytorch Ts ⭐ 1,068
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
total releases 9most recent commit 6 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Etna ⭐ 834
ETNA – Time-Series Library
total releases 13most recent commit 9 months ago
Skforecast ⭐ 792
Time series forecasting with scikit-learn models
dependent packages 6total releases 19most recent commit 3 months agopypi skforecast} Downloads
Functime ⭐ 768
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
most recent commit 3 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 4 months ago
The 10 Most Depended On Python Time Series Forecasting Open Source Projects
Arch ⭐ 1,212
ARCH models in Python
dependent packages 48total releases 43latest release September 26, 2023most recent commit 4 months agopypi arch} 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
Neuralforecast ⭐ 2,121
Scalable and user friendly neural :brain: forecasting algorithms.
dependent packages 5total releases 20latest release October 05, 2023most recent commit 3 months agopypi neuralforecast} Downloads
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Pyaf ⭐ 438
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
dependent packages 4total releases 15latest release July 13, 2022most recent commit 9 months agopypi pyaf} Downloads
The 10 Latest Releases In Python Time Series 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
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32latest release December 07, 2023most recent commit 3 months agopypi mlforecast} Downloads
Mindsdb ⭐ 19,723
Build AI 🤖 using SQL
total releases 449latest release December 07, 2023most recent commit 3 months ago
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 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
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Krisi ⭐ 19
⏳ Evaluation of Time-Series Predictions with powerful pdf and web Reporting. Tailored for evaluation of metrics over time!
dependent packages 1total releases 25latest release November 20, 2023most recent commit 4 months agopypi krisi} 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
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