v0.7.1

Author: paulbkoch

CHANGELOG.md

@@ -4,6 +4,10 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and the versioning is mostly derived from [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [v0.7.1] - 2025-07-25
+### Changed
+- improved memory requirements estimate
+
 ## [v0.7.0] - 2025-07-13
 ### Breaking Changes
 - the shape of the bags parameter has been changed from (n\_outer\_bags, n\_samples) to (n\_samples, n\_outer\_bags)

python/interpret-core/interpret/_version.py

@@ -2,4 +2,4 @@
 # Distributed under the MIT software license
 
 # NOTE: Version is replaced by a regex script.
-__version__ = "0.7.0"
+__version__ = "0.7.1"

python/interpret-core/interpret/glassbox/_ebm/_ebm.py

@@ -1721,7 +1721,6 @@ def estimate_mem(self, X, y=None):
             native = Native.get_native_singleton()
 
             objective = self.objective
-            n_classes = Native.Task_Unknown
             if objective is not None:
                 if len(objective.strip()) == 0:
                     objective = None
@@ -1757,15 +1756,19 @@ def estimate_mem(self, X, y=None):
                 msg = f"Unrecognized objective {self.objective}"
                 _log.error(msg)
                 raise ValueError(msg)
-        else:
+
+        n_samples = None if y is None else len(y)
+        X, n_samples = preclean_X(
+            X, self.feature_names, self.feature_types, n_samples, "y"
+        )
+
+        if y is None:
             n_classes = Native.Task_Regression
             # create a dummy y array (simulate regression)
             y = np.zeros(n_samples, dtype=np.float64)
 
         n_scores = Native.get_count_scores_c(n_classes)
 
-        X, n_samples = preclean_X(X, self.feature_names, self.feature_types, None, None)
-
         bin_levels = [self.max_bins, self.max_interaction_bins]
 
         binning_result = construct_bins(

python/interpret-core/setup.py

@@ -12,7 +12,7 @@
 from setuptools.command.sdist import sdist
 
 # NOTE: Version is replaced by a regex script.
-version = "0.7.0"
+version = "0.7.1"
 
 
 def _copy_native_code_to_setup():

python/interpret/setup.py

@@ -5,7 +5,7 @@
 
 name = "interpret"
 # NOTE: Version is replaced by a regex script.
-version = "0.7.0"
+version = "0.7.1"
 long_description = """
 In the beginning machines learned in darkness, and data scientists struggled in the void to explain them.
 

shared/vis/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@interpretml/interpret-inline",
-  "version": "0.7.0",
+  "version": "0.7.1",
   "description": "Interpret inline library for rendering visualizations across all notebook environments.",
   "main": "index.js",
   "keywords": [],