Docs and setup update

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)

requirements.txt

@@ -1,7 +1,8 @@
 numpy~=2.1.3
 pandas~=2.2.3
 matplotlib~=3.9.2
-diptest
-scipy
-scikit-learn
-pymannkendall
+scipy>=1.14.1
+singleton-decorator>=1.0.0
+scikit-learn>=1.6.0
+diptest>=0.9.0
+pymannkendall>=1.4.1

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',
     ]
 )

src/external_explainers/metainsight_explainer/README.md

@@ -0,0 +1 @@
+Please note that this explainer is still in beta.