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

491 stars
36 watching
108 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list

machine-learningmodellingoptimizationpoint-processpythonstatistics

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
johannfaouzi/pyts A Python package for time series classification and analysis 1,772
rjt1990/pyflux A comprehensive time series modeling library with various statistical models and inference methods. 2,111
nixtla/mlforecast A Python library for scalable machine learning-based time series forecasting with efficient feature engineering and out-of-the-box compatibility. 899
nipy/nitime Tools and algorithms for time-series analysis in neuroscience data 244
skforecast/skforecast A Python library for building machine learning models to forecast time series data 1,156
predict-idlab/tsflex A toolkit for flexible time series processing and feature extraction. 402
rjt1990/pydata2016-sanfrancisco An analysis of time series methods using PyFlux library and incorporating NFL prediction model. 23
numaproj/numalogic A collection of machine learning models and tools for real-time time series data analytics and anomaly detection 167
aazuspan/wxee A Python interface between Earth Engine and xarray for processing time series data 206
alkaline-ml/pmdarima A statistical library for time series analysis and forecasting 1,594
dmbee/seglearn A machine learning tool for time series data analysis and modeling 571
functime-org/functime A Python library for time-series forecasting and feature extraction using parallel processing techniques 1,044
ujjwalkarn/datasciencepython A curated list of tutorials and resources for learning Python for data science, machine learning, and other related topics. 5,276
shawshank-smile/pytsda-tdengine An end-to-end time series data analysis system with integrated machine learning and deep learning capabilities 23
fzj-iek3-vsa/tsam A Python package for aggregating and analyzing time series data to accelerate model runs 148