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The Top 23 Time Series Forecasting Models Open Source Projects

Open source projects categorized as Time Series Forecasting Models
Categories > Forecasting Models
Categories > Data Storage > Time Series
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24most recent commit 3 months agopypi neuralprophet} 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
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
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23most recent commit 4 months ago
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15most recent commit 3 months agopypi hierarchicalforecast} Downloads
Atspy ⭐ 409
AtsPy: Automated Time Series Models in Python (by @firmai)
total releases 39most recent commit 2 years ago
Pyfts ⭐ 232
An open source library for Fuzzy Time Series in Python
total releases 6most recent commit a year ago
Streamlit_prophet ⭐ 205
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
total releases 1most recent commit 7 months ago
Sweep ⭐ 154
Extending broom for time series forecasting
dependent packages 1total releases 5most recent commit 4 months ago
Cost ⭐ 132
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
most recent commit a year ago
Deep_xf ⭐ 84
Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
total releases 5most recent commit a year ago
Msgarch ⭐ 67
MSGARCH R Package
dependent packages 1total releases 12most recent commit a year ago
Sky Cast Capstone ⭐ 62
Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series
most recent commit 6 years ago
Spinests ⭐ 55
spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.
dependent packages 1total releases 54most recent commit 3 months agopypi spinesTS} Downloads
Fecam ⭐ 41
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting"
most recent commit 8 months ago
Streamlit_forecasting_app ⭐ 36
This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.
most recent commit 2 years ago
Midasml ⭐ 32
midasml package is dedicated to run predictive high-dimensional mixed data sampling models
total releases 18most recent commit 2 years ago
Hawkular Datamining ⭐ 29
Real-time time series prediction library with standalone server
dependent packages 1total releases 2most recent commit 7 years ago
Time Series Analysis And Forecasting ⭐ 19
In this repository, I have mentioned all the time series analysis methods from statsmodels library to analyse and model time-series data.
most recent commit 2 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
Coronadash ⭐ 17
COVID-19 spread shiny dashboard with a forecasting model, countries' trajectories graphs, and cluster analysis tools
most recent commit 4 years ago
Transformer_for_time_series ⭐ 5
Transformer for time series forecasting
most recent commit 2 years ago
The 8 Most Depended On Time Series Forecasting Models 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
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
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24latest release September 19, 2023most recent commit 3 months agopypi neuralprophet} Downloads
Msgarch ⭐ 67
MSGARCH R Package
dependent packages 1total releases 12latest release January 16, 2022most recent commit a year 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
Sweep ⭐ 154
Extending broom for time series forecasting
dependent packages 1total releases 5latest release October 08, 2019most recent commit 4 months ago
Spinests ⭐ 55
spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.
dependent packages 1total releases 54latest release November 22, 2023most recent commit 3 months agopypi spinesTS} Downloads
The 10 Latest Releases In Time Series Forecasting Models Open Source Projects
Spinests ⭐ 55
spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.
dependent packages 1total releases 54latest release November 22, 2023most recent commit 3 months agopypi spinesTS} 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
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 4 months ago
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24latest release September 19, 2023most recent commit 3 months agopypi neuralprophet} Downloads
Midasml ⭐ 32
midasml package is dedicated to run predictive high-dimensional mixed data sampling models
total releases 18latest release April 29, 2022most recent commit 2 years ago
Msgarch ⭐ 67
MSGARCH R Package
dependent packages 1total releases 12latest release January 16, 2022most recent commit a year ago
Streamlit_prophet ⭐ 205
Streamlit app to train, evaluate and optimize a Prophet forecasting model.
total releases 1latest release September 13, 2021most recent commit 7 months ago
Atspy ⭐ 409
AtsPy: Automated Time Series Models in Python (by @firmai)
total releases 39latest release April 24, 2020most recent commit 2 years ago
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