Metadata-Version: 2.1
Name: drevalpy
Version: 1.0.2
Summary: Drug Response Evaluation of cancer cell line drug response models in a fair setting.
Home-page: https://github.com/daisybio/drevalpy
Author:  
Classifier: Development Status :: 3 - Alpha
Classifier: Programming Language :: Python :: 3.10
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: ray[tune]
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: matplotlib
Requires-Dist: plotly

<h1>Drug Response Evaluation of cancer cell line drug response models in a fair setting</h1><p>drevalpy is a Python package that provides a framework for evaluating cancer cell line drug response models in a fair setting. The package includes the functionality to load common drug response datasets and train pre-implemented models with hyperparamter tuning. It also contains robustness and randomization tests and functions to evaluate and visualize the results. The package is the basis for an associated Nextflow pipeline. </p>
