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The Top 23 Forecasting Models Open Source Projects

Open source projects categorized as Forecasting Models
Categories > Forecasting Models
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
Warren ⭐ 214
Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.
most recent commit 7 months 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
Graph_weather ⭐ 139
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
total releases 53most recent commit 3 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
Gis4wrf ⭐ 132
QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀
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
Sentiment Analysis Facebook Comments ⭐ 63
Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments
most recent commit 5 years ago
Covid 19 ⭐ 62
COVID-19 infectious forecasting using SEIR model and R0 estimation
most recent commit 3 years 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 7 months ago
Bayesforecast ⭐ 38
Automatic forecasting and Bayesian modeling for time series with Stan
most recent commit 3 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
The 10 Most Depended On 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
Fold Wrappers ⭐ 5
🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)
dependent packages 2total releases 4latest release June 20, 2023most recent commit 9 months agopypi fold-wrappers} Downloads
Msgarch ⭐ 67
MSGARCH R Package
dependent packages 1total releases 12latest release January 16, 2022most recent commit a year ago
Hyfo ⭐ 15
Hydrology and Climate Forecasting R package
dependent packages 1total releases 8latest release August 16, 2023most recent commit 8 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
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
The 10 Latest Releases In 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
Hyfo ⭐ 15
Hydrology and Climate Forecasting R package
dependent packages 1total releases 8latest release August 16, 2023most recent commit 8 months ago
Fold Wrappers ⭐ 5
🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)
dependent packages 2total releases 4latest release June 20, 2023most recent commit 9 months agopypi fold-wrappers} 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
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