updated pycaret-nightly==0.24

pycaret/anomaly.py

@@ -587,6 +587,10 @@ def setup(data,
     import pandas as pd
     import random
     
+    #setting sklearn config to print all parameters including default
+    import sklearn
+    sklearn.set_config(print_changed_only=False)
+
     #define highlight function for function grid to display
     def highlight_max(s):
         is_max = s == True

pycaret/classification.py

@@ -4293,6 +4293,10 @@ def compare_models(blacklist = None,
     from sklearn.model_selection import StratifiedKFold
     import pandas.io.formats.style
     
+    #setting sklearn config to print all parameters including default
+    import sklearn
+    sklearn.set_config(print_changed_only=False)
+    
     logger.info("Copying training dataset")
     #defining X_train and y_train as data_X and data_y
     data_X = X_train

pycaret/clustering.py

@@ -588,6 +588,10 @@ def setup(data,
     import pandas as pd
     import random
     
+    #setting sklearn config to print all parameters including default
+    import sklearn
+    sklearn.set_config(print_changed_only=False)
+    
     #define highlight function for function grid to display
     def highlight_max(s):
         is_max = s == True

pycaret/nlp.py

@@ -225,6 +225,9 @@ def setup(data,
     import re
     import secrets
 
+    #setting sklearn config to print all parameters including default
+    import sklearn
+    sklearn.set_config(print_changed_only=False)
     
     #defining global variables
     global text, id2word, corpus, data_, seed, target_, experiment__,\

pycaret/regression.py

@@ -837,6 +837,10 @@ def setup(data,
     import matplotlib.pyplot as plt
     import plotly.express as px
     
+    #setting sklearn config to print all parameters including default
+    import sklearn
+    sklearn.set_config(print_changed_only=False)
+    
     #define highlight function for function grid to display
     def highlight_max(s):
         is_max = s == True

pycaret/utils.py

@@ -2,7 +2,7 @@
 # Author: Moez Ali <moez.ali@queensu.ca>
 # License: MIT
 
-version_ = "pycaret-nightly-0.23"
+version_ = "pycaret-nightly-0.24"
 
 def version():
     print(version_)

setup.py

@@ -13,7 +13,7 @@ with open('requirements.txt') as f:
 
 setup(
     name="pycaret-nightly",
-    version="0.23",
+    version="0.24",
     description="Nightly build of PyCaret - An open source, low-code machine learning library in Python.",
     long_description=readme(),
     long_description_content_type="text/markdown",