ml_edm package: a Python toolkit for Machine Learning based Early Decision Making

Code

• github.com/ml-edm/ml_edm
  OfficialIn paperpytorch★ 12
• github.com/ML-EDM/ML-EDM
  none★ 20

Abstract

ml\_edm is a Python 3 library, designed for early decision making of any learning tasks involving temporal/sequential data. The package is also modular, providing researchers an easy way to implement their own triggering strategy for classification, regression or any machine learning task. As of now, many Early Classification of Time Series (ECTS) state-of-the-art algorithms, are efficiently implemented in the library leveraging parallel computation. The syntax follows the one introduce in scikit-learn, making estimators and pipelines compatible with ml\_edm. This software is distributed over the BSD-3-Clause license, source code can be found at https://github.com/ML-EDM/ml_edm.

Tasks

Reproductions