Added a function to construct features derived from PFS mutual inform…

…ation estimation that should be expected to be linearly related to the target.

.gitignore

@@ -149,3 +149,5 @@ local_*.py
 AutogluonModels*
 *-PFSPredictor
 *-PCAPredictor
+*-LeanMLPredictor
+*-NaivePredictor

CHANGELOG.md

@@ -1,6 +1,12 @@
 
 # Change Log
 
+## v.1.4.10 Changes
+
+* Added a function to construct features derived from PFS mutual information estimation that should be expected to be linearly related to the target.
+* Fixed a global name conflict in `kxy.learning.base_learners`.
+
+
 ## v.1.4.9 Changes
 
 * Change the activation function used by PFS from ReLU to switch/SILU.

Makefile

@@ -1,4 +1,4 @@
-VERSION = 1.4.9
+VERSION = 1.4.10
 
 # Update the s3 bucket of the docs website
 deploy_docs:
@@ -55,7 +55,7 @@ package_release:
 	make pypi_release
 	make github_release
 	timeout 5
-	# make docker_release_github
+	make docker_release_github
 	make docker_release
 
 

docker/kxy/Dockerfile

@@ -22,7 +22,7 @@ RUN pip install boto3==1.21.27
 RUN pip install tqdm==4.62.3
 
 # Install kxy
-RUN pip install kxy==1.4.9
+RUN pip install kxy==1.4.10
 
 # Copy examples into the Notebooks folder
 RUN git clone https://github.com/kxytechnologies/kxy-python.git /opt/kxy-python

kxy/__init__.py

@@ -19,7 +19,7 @@
 You should have received a copy of the GNU Affero General Public License
 along with this program.  If not, see <https://www.gnu.org/licenses/>.
 """
-__version__ = "1.4.9"
+__version__ = "1.4.10"
 
 from kxy.api import *
 from kxy.pre_learning import *