21 dependents
Package Description Downloads/month
A toolkit for time series machine learning algorithms that don't fit in aeon. Us... 3K
Pattern-based Embedding for Time Series Classification 2K
ClaSPy: A Python package for time series segmentation. 948
NeuralSmith CLI - ML Engineering Made Accessible to All 782
Classify edge profiles. 728
FeatTS is a Semi-Supervised Clustering method that leverages features extracted ... 570
This package contains an ETL pipeline for extracting, transforming, and preparin... 448
Evaluation tools for time series machine learning algorithms. 410
Internal Cluster Validity Indices in python, compatible with time-series data 372
Perturbation-based framework for understanding and interpreting Pytorch models 252
Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Bench... 214
A package for EEG time series classification built on the aeon toolkit. 195
WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constr... 181
Visualization of Elastic Warping of Time Series Data 162
The new multivariate time series classification archive 137
A Captum wrapper for Time Series XAI 121
Automatic Time Series Classification 107
Re-framing Time Series Augmentation Through the Lens of Generative Models 102
Graph Embedding for Interpretable Time Series Clustering 85
TSCFEval - A model-agnostic framework for systematic evaluation of counterfactua... 84
Time series analysis toolkit with CLI, agents, and Gradio UI 59