tick

Time-series analysis library

A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization.

Module for statistical learning, with a particular emphasis on time-dependent modelling

GitHub

495 stars
36 watching
109 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list

machine-learningmodellingoptimizationpoint-processpythonstatistics

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
johannfaouzi/pytsA Python package for time series classification and analysis1,781
rjt1990/pyfluxA comprehensive time series modeling library with various statistical models and inference methods.2,114
nixtla/mlforecastA framework to perform time series forecasting using machine learning models on large datasets.924
nipy/nitimeTools and algorithms for time-series analysis in neuroscience data244
skforecast/skforecastA Python library for building machine learning models to forecast time series data1,189
predict-idlab/tsflexA toolkit for flexible time series processing and feature extraction.405
rjt1990/pydata2016-sanfranciscoAn analysis of time series methods using PyFlux library and incorporating NFL prediction model.23
numaproj/numalogicA collection of machine learning models and tools for real-time time series data analytics and anomaly detection168
aazuspan/wxeeA Python interface between Earth Engine and xarray for processing time series data207
alkaline-ml/pmdarimaA statistical library for time series analysis and forecasting1,603
dmbee/seglearnA machine learning tool for time series data analysis and modeling573
functime-org/functimeA Python library for time-series forecasting and feature extraction using parallel processing techniques1,056
ujjwalkarn/datasciencepythonA curated list of tutorials and resources for learning Python for data science, machine learning, and other related topics.5,301
shawshank-smile/pytsda-tdengineAn end-to-end time series data analysis system with integrated machine learning and deep learning capabilities23
fzj-iek3-vsa/tsamA Python package for aggregating and analyzing time series data to accelerate model runs150