tsflex
Time series processor
A toolkit for flexible time series processing and feature extraction.
Flexible time series feature extraction & processing
405 stars
9 watching
26 forks
Language: Python
last commit: about 2 years agodata-sciencefeature-engineeringfeature-extractionmultimodalmultivariatepandasprocessingpythontime-serieswindow-stride
Related projects:
| Repository | Description | Stars |
|---|---|---|
| predict-idlab/plotly-resampler | Library for dynamically aggregating large time series data in Plotly figures | 1,053 |
 microprediction/timemachines | Provides a simple and unified interface to various univariate time-series prediction algorithms | 413 |
 fzj-iek3-vsa/tsam | A Python package for aggregating and analyzing time series data to accelerate model runs | 150 |
 hfawaz/dl-4-tsc | This project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks. | 1,576 |
 nixtla/mlforecast | A framework to perform time series forecasting using machine learning models on large datasets. | 924 |
 maxbenchrist/tspreprocess | A Python package for preprocessing time series data to improve analysis quality | 60 |
 x-datainitiative/tick | A Python module for statistical learning with an emphasis on time-dependent modeling, providing tools for machine learning, point-process modeling, and optimization. | 495 |
 rjt1990/pyflux | A comprehensive time series modeling library with various statistical models and inference methods. | 2,114 |
| predict-idlab/gendis | An algorithm to discover small, discriminative patterns in time series data for classification tasks | 104 |
 shawshank-smile/pytsda-tdengine | An end-to-end time series data analysis system with integrated machine learning and deep learning capabilities | 23 |
 tgjeon/tensorflow-tutorials-for-time-series | A comprehensive guide to time series prediction using TensorFlow | 1,108 |
 timestocome/test-stock-prediction-algorithms | An experimental repository exploring time series analysis and prediction techniques using various machine learning approaches. | 422 |
 mit-han-lab/temporal-shift-module | Develops a video analysis module with efficient temporal processing capabilities | 2,078 |
 functime-org/functime | A Python library for time-series forecasting and feature extraction using parallel processing techniques | 1,056 |
 skforecast/skforecast | A Python library for building machine learning models to forecast time series data | 1,189 |