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The Top 23 Statistics Time Series Open Source Projects

Open source projects categorized as Statistics Time Series
Categories > Data Processing > Statistics
Categories > Data Storage > Time Series
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Pyflux ⭐ 2,054
Open source time series library for Python
dependent packages 2total releases 36most recent commit 6 months agopypi pyflux} Downloads
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
Breakoutdetection ⭐ 706
Breakout Detection via Robust E-Statistics
most recent commit 7 years ago
Fecon235 ⭐ 622
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
most recent commit 5 years ago
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11most recent commit 21 days agopypi pyriemann} Downloads
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38most recent commit 3 months ago
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15most recent commit 3 months agopypi hierarchicalforecast} Downloads
Pydlm ⭐ 467
A python library for Bayesian time series modeling
dependent packages 1total releases 14most recent commit 7 months agopypi pydlm} Downloads
Zigzag ⭐ 349
Python library for identifying the peaks and valleys of a time series.
dependent packages 4total releases 9most recent commit 9 months agopypi zigzag} Downloads
Feasts ⭐ 278
Feature Extraction And Statistics for Time Series
most recent commit 5 months ago
Statespacemodels.jl ⭐ 249
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
most recent commit 5 months ago
Choochoo ⭐ 224
Training Diary
total releases 190most recent commit a year ago
Time Series Machine Learning ⭐ 220
Machine learning models for time series analysis
most recent commit 6 years ago
Anomalydetection ⭐ 165
Twitter's Anomaly Detection in Pure Python
total releases 2most recent commit 4 years ago
Stldecompose ⭐ 116
A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
dependent packages 1total releases 4most recent commit 5 years agopypi stldecompose} Downloads
Rsdmx ⭐ 95
Tools for reading SDMX data and metadata in R
dependent packages 11total releases 22most recent commit 3 months ago
Readabs ⭐ 90
Download and tidy time series data from the Australian Bureau of Statistics in R
total releases 21most recent commit 4 months ago
Archmodels.jl ⭐ 81
A Julia package for estimating ARMA-GARCH models.
most recent commit 7 months ago
Laravel Time Series ⭐ 79
⏰📊✨Laravel Time Series - Provides an API to create and maintain data projections (statistics, aggregates, etc.) from your Eloquent models, and convert them to time series.
total releases 10most recent commit 6 months ago
Econometrics With Python ⭐ 77
Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.
most recent commit a year ago
Highfreq ⭐ 59
R package for high frequency time series data management
most recent commit 3 months ago
Fecon236 ⭐ 55
Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.
total releases 20most recent commit 5 years ago
The 10 Most Depended On Statistics Time Series Open Source Projects
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38latest release December 07, 2023most recent commit 3 months ago
Rsdmx ⭐ 95
Tools for reading SDMX data and metadata in R
dependent packages 11total releases 22latest release September 21, 2018most recent commit 3 months ago
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 21 days agopypi pyriemann} Downloads
Zigzag ⭐ 349
Python library for identifying the peaks and valleys of a time series.
dependent packages 4total releases 9latest release August 06, 2022most recent commit 9 months agopypi zigzag} Downloads
Marss ⭐ 47
Multivariate Autoregressive State-Space Modeling with R
dependent packages 4total releases 25latest release May 20, 2023most recent commit 5 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
Sparsevar ⭐ 8
R package for sparse VAR estimation
dependent packages 4total releases 7latest release April 18, 2021most recent commit 3 years ago
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
Pyflux ⭐ 2,054
Open source time series library for Python
dependent packages 2total releases 36latest release November 21, 2017most recent commit 6 months agopypi pyflux} Downloads
The 10 Latest Releases In Statistics Time Series Open Source Projects
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38latest release December 07, 2023most recent commit 3 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
Nns ⭐ 50
Nonlinear Nonparametric Statistics
dependent packages 2total releases 89latest release October 03, 2023most recent commit 3 months ago
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Readabs ⭐ 90
Download and tidy time series data from the Australian Bureau of Statistics in R
total releases 21latest release August 08, 2023most recent commit 4 months ago
Marss ⭐ 47
Multivariate Autoregressive State-Space Modeling with R
dependent packages 4total releases 25latest release May 20, 2023most recent commit 5 months ago
Kydlib ⭐ 10
Routines for exploratory data analysis.
total releases 6latest release April 14, 2023most recent commit a year ago
Describer_ml ⭐ 8
A set of descriptive statistics and hypothesis tests across different types of data
total releases 28latest release January 17, 2023most recent commit 6 months ago
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
Zigzag ⭐ 349
Python library for identifying the peaks and valleys of a time series.
dependent packages 4total releases 9latest release August 06, 2022most recent commit 9 months agopypi zigzag} Downloads
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