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The Top 23 Forecast Forecasting Open Source Projects

Open source projects categorized as Forecast Forecasting
Categories > Applications > Forecast
Categories > Machine Learning > Forecasting
Neural_prophet ⭐ 3,512
NeuralProphet: A simple forecasting package
dependent packages 3total releases 24most recent commit 3 months agopypi neuralprophet} Downloads
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
Wrf ⭐ 1,097
The official repository for the Weather Research and Forecasting (WRF) model
most recent commit 3 months ago
Forecast ⭐ 1,080
forecast package for R
dependent packages 200total releases 92most recent commit 4 months ago
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32most recent commit 3 months agopypi mlforecast} Downloads
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23most recent commit 4 months ago
Web Traffic Forecasting ⭐ 552
Kaggle | Web Traffic Forecasting 📈
most recent commit 6 years 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
Timeseriesanalysiswithpython ⭐ 296
Time Series Analysis with Python
most recent commit 8 years ago
Nfl Elo Game ⭐ 270
Data and code for FiveThirtyEight's NFL game
most recent commit a year ago
Load_forecasting ⭐ 260
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
most recent commit 2 years ago
Climpred ⭐ 213
🌎 Verification of weather and climate forecasts 🌍
dependent packages 2total releases 21most recent commit 4 months agopypi climpred} Downloads
Xskillscore ⭐ 201
Metrics for verifying forecasts
dependent packages 5total releases 23most recent commit 5 months agopypi xskillscore} Downloads
Time Series Forecasting ⭐ 167
most recent commit 4 years ago
Sweep ⭐ 154
Extending broom for time series forecasting
dependent packages 1total releases 5most recent commit 4 months ago
Forecastxgb R Package ⭐ 140
An R package for time series models and forecasts with xgboost compatible with {forecast} S3 classes
most recent commit 7 years ago
Java Timeseries ⭐ 139
Time series analysis in Java
dependent packages 1total releases 1most recent commit 4 years ago
Supplychainpy ⭐ 137
Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.
total releases 7most recent commit 6 years ago
Deep Forecast ⭐ 91
The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.
most recent commit 4 years ago
Lstm Load Forecasting ⭐ 83
Electricity load forecasting with LSTM (Recurrent Neural Network)
most recent commit 7 years ago
Anticipy ⭐ 80
A Python library for time series forecasting
total releases 13most recent commit a year ago
The 10 Most Depended On Forecast Forecasting Open Source Projects
Forecast ⭐ 1,080
forecast package for R
dependent packages 200total releases 92latest release August 31, 2023most recent commit 4 months ago
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 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
Xskillscore ⭐ 201
Metrics for verifying forecasts
dependent packages 5total releases 23latest release October 09, 2021most recent commit 5 months agopypi xskillscore} Downloads
Nostradamus.js ⭐ 48
speedy time-series forecasting for Node.js (Holt-Winters method)
dependent packages 5total releases 1latest release August 26, 2012most recent commit 6 years agonpm nostradamus} Downloads
Greybox ⭐ 25
Regression model building and forecasting in R
dependent packages 5total releases 35latest release March 25, 2022most recent commit 3 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
Thief ⭐ 44
Temporal HIErarchical Forecasting
dependent packages 4total releases 2latest release January 24, 2018most recent commit 9 months ago
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
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
The 10 Latest Releases In Forecast Forecasting Open Source Projects
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
Climpred ⭐ 213
:earth_americas: Verification of weather and climate forecasts :earth_africa:
dependent packages 2total releases 21latest release November 10, 2023most recent commit 4 months agopypi climpred} 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
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
Forecast ⭐ 1,080
forecast package for R
dependent packages 200total releases 92latest release August 31, 2023most recent commit 4 months ago
Modeltime.ensemble ⭐ 70
Time Series Ensemble Forecasting
dependent packages 1total releases 10latest release April 18, 2023most recent commit 4 months ago
Tsfgrnn ⭐ 7
Time Series Forecasting Using Generalized Regression Neural Networks
total releases 5latest release March 24, 2023most recent commit a year ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
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