matrixprofile
Time Series Miner
A Python library implementing matrix profile algorithms for time series data mining tasks
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
363 stars
18 watching
62 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
algorithmsanomaly-detectionclusteringdata-miningdata-sciencehacktoberfestmatrixprofilemotif-discoverypythonpython2python3segmentationtime-seriestime-series-analysis
Related projects:
Repository | Description | Stars |
---|---|---|
| A Python package for time series classification and analysis | 1,781 |
| A statistical library for time series analysis and forecasting | 1,603 |
| A comprehensive time series modeling library with various statistical models and inference methods. | 2,114 |
| A Python library for time-series forecasting and feature extraction using parallel processing techniques | 1,056 |
| An experimental framework for developing and testing deep learning models on time-series prediction tasks | 79 |
| A machine learning tool for time series data analysis and modeling | 573 |
| An extension to Statsample with time series functions and estimation techniques | 13 |
| Tools and algorithms for time-series analysis in neuroscience data | 244 |
| A toolkit for flexible time series processing and feature extraction. | 405 |
| A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization. | 495 |
| A Python package for preprocessing time series data to improve analysis quality | 60 |
| A library for detecting anomalies and calculating correlations in time series data. | 1,193 |
| Provides a simple and unified interface to various univariate time-series prediction algorithms | 413 |
| A Python library for detecting trends in time series data and analyzing their characteristics. | 128 |
| A framework to perform time series forecasting using machine learning models on large datasets. | 924 |