selfclean 0.0.5

A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.

SelfClean

SelfClean Paper | Data Cleaning Protocol Paper

A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates, and label errors.

Development Environment

Run make for a list of possible targets.

Installation

Run these commands to install the project:

make init
make install

To run linters on all files:

pre-commit run --all-files

Code and test conventions

• black for code style
• isort for import sorting
• pytest for running tests