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The Top 23 Series Forecasting Open Source Projects

Open source projects categorized as Series Forecasting
Categories > Machine Learning > Forecasting
Categories > Control Flow > Series
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
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
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
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
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
Awesome Time Series ⭐ 788
list of papers, code, and other resources
most recent commit 4 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 3 months ago
N Beats ⭐ 686
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
most recent commit a year ago
Luminaire ⭐ 660
Luminaire is a python package that provides ML driven solutions for monitoring time series data.
total releases 20most recent commit a year ago
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23most recent commit 4 months ago
Fable ⭐ 531
Tidy time series forecasting
most recent commit 5 months ago
Time Series Forecasting With Python ⭐ 499
A use-case focused tutorial for time series forecasting with python
most recent commit a year ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27most recent commit 4 months ago
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 15most recent commit 9 months agopypi pyaf} Downloads
Tsstudio ⭐ 412
Tools for time series analysis and forecasting
dependent packages 1total releases 8most recent commit 3 months ago
Atspy ⭐ 409
AtsPy: Automated Time Series Models in Python (by @firmai)
total releases 39most recent commit 2 years ago
Time Series Autoencoder ⭐ 386
📈 PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series 📈
most recent commit a year ago
Transformer_time_series ⭐ 331
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
most recent commit a year ago
Timeseriesanalysiswithpython ⭐ 296
Time Series Analysis with Python
most recent commit 8 years ago
Deep Time Series Prediction ⭐ 287
Seq2Seq, Bert, Transformer, WaveNet for time series prediction.
most recent commit 2 years ago
Time Series Deep Learning State Of The Art ⭐ 269
Scientific time series and deep learning state of the art
most recent commit 4 years ago
The 10 Most Depended On Series Forecasting Open Source Projects
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 4 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
Tbats ⭐ 151
BATS and TBATS forecasting methods
dependent packages 16total releases 15latest release April 17, 2023most recent commit a year agopypi tbats} Downloads
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 4 months ago
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
Tsutils ⭐ 9
The tsutils package for R provides functions to support various aspects of time series and forecasting modelling.
dependent packages 8total releases 4latest release November 15, 2023most recent commit 5 months ago
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
Modeltime.resample ⭐ 17
Resampling Tools for Time Series Forecasting with Modeltime
dependent packages 3total releases 4latest release October 18, 2022most recent commit 4 months ago
Redm ⭐ 109
Applications of Empirical Dynamic Modeling from Time Series
dependent packages 2total releases 41latest release October 23, 2023most recent commit 3 months ago
Hawkular Datamining ⭐ 29
Real-time time series prediction library with standalone server
dependent packages 1total releases 2latest release May 26, 2016most recent commit 7 years ago
The 10 Latest Releases In Series Forecasting Open Source Projects
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 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
Healthyr.ts ⭐ 16
A time-series companion package to healthyR
dependent packages 1total releases 23latest release November 15, 2023most recent commit 4 months ago
Tsutils ⭐ 9
The tsutils package for R provides functions to support various aspects of time series and forecasting modelling.
dependent packages 8total releases 4latest release November 15, 2023most recent commit 5 months ago
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 4 months ago
Redm ⭐ 109
Applications of Empirical Dynamic Modeling from Time Series
dependent packages 2total releases 41latest release October 23, 2023most recent commit 3 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11latest release October 16, 2023most recent commit 3 months ago
Tsfknn ⭐ 9
Time Series Forecasting Using KNN
total releases 7latest release September 04, 2023most recent commit 4 months ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 4 months ago
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