diff --git a/README.md b/README.md index 7132c8c..4369011 100644 --- a/README.md +++ b/README.md @@ -8,8 +8,9 @@ This explainer is based on the [SCORPION](https://sirrice.github.io/files/papers Its goal is to provide explanations for outliers in the data, explaining why a certain data point is an outlier.\ This explainer is meant to work on series created as a result of groupby + aggregation operations.\ Explainer author: [@Itay Elyashiv](https://github.com/ItayELY) -### MetaInsight explainer +### MetaInsight explainer (Beta) This explainer is based on the [MetaInsight](https://dl.acm.org/doi/abs/10.1145/3448016.3457267?casa_token=QWDjnCLOY3AAAAAA:sMFcURRijjH_1aDGzOkwspGJKANrnJWA5-uZNipzI_lh719s_uv9MDzg1H9UXJKIVRW0Q6_p7a-6qw) paper.\ Its goal is to find the most interesting patterns in the data, displaying them and the exceptions to those patterns in a user-friendly way.\ This explainer can work on any multidimensional data.\ +Please note that this explainer is still in beta, and may not work as expected, and may be subject to changes in the future.\ Explainer author: [@Yuval Uner](https://github.com/YuvalUner) diff --git a/requirements.txt b/requirements.txt index 9c39281..a2547ab 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,7 +1,8 @@ numpy~=2.1.3 pandas~=2.2.3 matplotlib~=3.9.2 -diptest -scipy -scikit-learn -pymannkendall \ No newline at end of file +scipy>=1.14.1 +singleton-decorator>=1.0.0 +scikit-learn>=1.6.0 +diptest>=0.9.0 +pymannkendall>=1.4.1 \ No newline at end of file diff --git a/setup.py b/setup.py index 47952dc..e4a613c 100644 --- a/setup.py +++ b/setup.py @@ -35,13 +35,13 @@ def get_long_description(): }, install_requires=[ 'wheel', - 'pandas', - 'numpy', - 'matplotlib', - 'pymannkendall', - 'scipy', - 'singleton-decorator', - 'scikit-learn', - 'diptest' + 'pandas>=2.2.3', + 'numpy>=2.1.3', + 'matplotlib>=3.9.0', + 'pymannkendall>=1.4.2', + 'scipy>=1.14.1', + 'singleton-decorator>=1.0.0', + 'scikit-learn>=1.6.0', + 'diptest>=0.9.0', ] ) diff --git a/src/external_explainers/metainsight_explainer/README.md b/src/external_explainers/metainsight_explainer/README.md new file mode 100644 index 0000000..f9664d9 --- /dev/null +++ b/src/external_explainers/metainsight_explainer/README.md @@ -0,0 +1 @@ +Please note that this explainer is still in beta. \ No newline at end of file