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GitHub / interpretml / DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interpretml%2FDiCE
Stars: 1,283
Forks: 180
Open Issues: 83
License: mit
Language: Python
Repo Size: 15.2 MB
Dependencies:
49
Created: about 5 years ago
Updated: 6 days ago
Last pushed: about 1 month ago
Last synced: 6 days ago
Commit Stats
Commits: 612
Authors: 22
Mean commits per author: 27.82
Development Distribution Score: 0.771
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/interpretml/DiCE
Topics: counterfactual-explanations, deep-learning, explainable-ai, explainable-ml, interpretable-machine-learning, machine-learning, xai
Files
Dependencies
- actions/checkout v3 composite
- github/codeql-action/analyze v1 composite
- github/codeql-action/autobuild v1 composite
- github/codeql-action/init v1 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- tensorflow >=1.13.0
- torch *
- flake8 ==4.0.1
- flake8-blind-except ==0.1.1
- flake8-breakpoint *
- flake8-bugbear ==21.11.29
- flake8-builtins ==1.5.3
- flake8-logging-format ==0.6.0
- flake8-nb ==0.4.0
- flake8-pytest-style *
- isort *
- packaging *
- ipython * test
- jupyter * test
- nbformat * test
- pytest * test
- pytest-cov * test
- pytest-mock * test
- scikit-learn <1.1.2 test
- torch * test
- twine * test
- jsonschema *
- numpy *
- pandas *
- scikit-learn *
- tqdm *
- actions/checkout v3 composite
- actions/setup-python v4 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- EnricoMi/publish-unit-test-result-action/composite v1 composite
- actions/checkout v3 composite
- actions/setup-python v4 composite
- codecov/codecov-action v3 composite