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GitHub / sb-ai-lab / HypEx

Fast and customizable framework for automatic and quick Causal Inference in Python

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sb-ai-lab%2FHypEx

Stars: 41
Forks: 2
Open Issues: 1

License: apache-2.0
Language: Python
Repo Size: 56.4 MB
Dependencies: 23

Created: 7 months ago
Updated: about 2 months ago
Last pushed: about 2 months ago
Last synced: about 2 months ago

Topics: ab-testing, causal-inference, causalinference, data-science, faiss, kaggle, matching, python, statistics

Files
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    Readme
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    Dependencies
    • jupyter ^1.0.0 develop
    • nbsphinx * develop
    • nbsphinx_link * develop
    • pytest ^7.4.3 develop
    • sphinx ^7.2.6 develop
    • sphinx_autodoc_typehints * develop
    • sphinx_rtd_theme ^1.2.2 develop
    • faiss-cpu >=1.6.0, <=1.7.4
    • matplotlib --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=3.0.0, <=3.7.3" python: "<3.9" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=3.0.0, <=3.8.1" python: ">=3.9, <3.11"
    • numpy --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.17.0, <=1.24.4" python: "<3.9" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.17.0, <=1.26.1" python: ">=3.9"
    • pandas --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.3.5, <=2.0.3" python: "<3.9" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.3.5, <=2.1.2" python: ">=3.9"
    • python >=3.8, <3.11
    • scikit-learn *
    • scipy --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.5.0, <=1.10.1" python: "<3.9" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.5.0, <=1.11.3" python: ">=3.9, <3.11"
    • tqdm *