Metadata-Version: 2.4
Name: scdistill
Version: 0.2.0
Summary: scDistill: Knowledge distillation for single-cell batch correction with covariate protection
Project-URL: Homepage, https://github.com/YUYA556223/scDistill
Project-URL: Repository, https://github.com/YUYA556223/scDistill
Project-URL: Documentation, https://github.com/YUYA556223/scDistill#readme
Project-URL: Bug Tracker, https://github.com/YUYA556223/scDistill/issues
Author-email: YUYA556223 <yu.pisces.556223@akane.waseda.jp>
Maintainer-email: YUYA556223 <yu.pisces.556223@akane.waseda.jp>
License: MIT
License-File: LICENSE
Keywords: batch-correction,bioinformatics,deep-learning,knowledge-distillation,scRNA-seq,single-cell
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Requires-Python: >=3.11
Requires-Dist: anndata>=0.10.0
Requires-Dist: bbknn>=1.6.0
Requires-Dist: harmonypy>=0.0.9
Requires-Dist: matplotlib>=3.7.0
Requires-Dist: numpy>=1.24.0
Requires-Dist: pandas>=2.0.0
Requires-Dist: pycombat>=0.20
Requires-Dist: scanorama>=1.7.4
Requires-Dist: scanpy>=1.10.0
Requires-Dist: scgen>=2.1.0
Requires-Dist: scib-metrics>=0.5.0
Requires-Dist: scikit-learn>=1.3.0
Requires-Dist: scipy>=1.11.0
Requires-Dist: seaborn>=0.12.0
Requires-Dist: torch>=2.0.0
Provides-Extra: benchmark
Requires-Dist: scvi-tools>=1.0.0; extra == 'benchmark'
