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Time Series Forecasting And Deep Learning

Resources about time series forecasting and deep learning.
Alternatives To Time Series Forecasting And Deep Learning
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Mindsdb19,723
3 months ago449December 07, 2023430otherPython
Build AI 🤖 using SQL
Sktime7,405pypi sktime} Downloads572 days ago57November 06, 2023912bsd-3-clausePython
A unified framework for machine learning with time series
Autogluon7,109pypi autogluon.core} Downloads145 days ago1,168December 10, 2023299apache-2.0Python
Fast and Accurate ML in 3 Lines of Code
Darts6,903pypi darts} Downloads173 months ago32November 18, 2023239apache-2.0Python
A python library for user-friendly forecasting and anomaly detection on time series.
Tsai4,659pypi tsai} Downloads2a month ago47November 13, 202371apache-2.0Jupyter Notebook
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Informer20204,553
4 months ago128apache-2.0Python
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Gluonts4,288pypi gluonts} Downloads165 days ago107December 07, 2023385apache-2.0Python
Probabilistic time series modeling in Python
Neural_prophet3,512pypi neuralprophet} Downloads33 months ago24September 19, 202345mitPython
NeuralProphet: A simple forecasting package
Pytorch Forecasting3,439pypi pytorch-forecasting} Downloads103 months ago34July 26, 2020464mitPython
Time series forecasting with PyTorch
Statsforecast3,339pypi statsforecast} Downloads263 months ago27August 23, 202385apache-2.0Python
Lightning ⚡️ fast forecasting with statistical and econometric models.
Alternatives To Time Series Forecasting And Deep Learning
Select To Compare
Mindsdb ⭐ 19,723
Build AI 🤖 using SQL
total releases 449most recent commit 3 months ago
Sktime ⭐ 7,405
A unified framework for machine learning with time series
dependent packages 57total releases 57most recent commit 2 days agopypi sktime} Downloads
Autogluon ⭐ 7,109
Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit 5 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
Gluonts ⭐ 4,288
Probabilistic time series modeling in Python
dependent packages 16total releases 107most recent commit 5 days agopypi gluonts} Downloads
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


Suggest An Alternative To Time-Series-Forecasting-and-Deep-Learning
Alternative Project Comparisons
Time Series Forecasting And Deep Learning vs Mindsdb
Time Series Forecasting And Deep Learning vs Sktime
Time Series Forecasting And Deep Learning vs Autogluon
Time Series Forecasting And Deep Learning vs Darts
Time Series Forecasting And Deep Learning vs Tsai
Time Series Forecasting And Deep Learning vs Informer2020
Time Series Forecasting And Deep Learning vs Gluonts
Time Series Forecasting And Deep Learning vs Neural_prophet
Time Series Forecasting And Deep Learning vs Pytorch Forecasting
Time Series Forecasting And Deep Learning vs Statsforecast
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Prophet ⭐ 17,693
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
dependent packages 87total releases 11latest release October 10, 2023most recent commit 24 days agopypi prophet} Downloads
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
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The Prometheus monitoring system and time series database.
dependent packages 917total releases 749latest release December 08, 2023most recent commit 3 months ago
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Scalable datastore for metrics, events, and real-time analytics
dependent packages 1,443total releases 661latest release November 08, 2023most recent commit 6 days ago
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The plugin-driven server agent for collecting & reporting metrics.
dependent packages 85total releases 498latest release November 15, 2023most recent commit 17 days ago
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