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
491 stars
36 watching
108 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list
machine-learningmodellingoptimizationpoint-processpythonstatistics
krzjoa/awesome-python-data-scienceRelated 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. | 5,274 |
 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 |