libraries updated and version updated to 5.5.0 (#64)

* fix: update deprecated attribute get_feature_names to get_feature_names_out

* backword compatibility and support for latest version

* type error for statsmodel upgrade resolved.

* key error for statsmodels upgrade resolved

* value error for statsmodels upgrade resolved

* removing knn test for 'matching' metric as it is no longer supported

* test cases fixed

* refactor changes

* removing extra lines of code

* examples of exporter have been updated

* documentation and version have been updated

* naming convention of exporter indocs updated.

---------

Co-authored-by: Soni-G <amarsoni.ds@gmail.com>
Co-authored-by: cchi <chiragasourabh.chiragasourabh@softwareag.com>
Co-authored-by: Mohammed Fazil <mohammed.fazil@softwareag.com>

Author: 4 people

.github/workflows/test-master.yml

@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         os: ['ubuntu-latest', 'windows-latest']
-        python-version: [ '3.6', '3.7', '3.8' ]
+        python-version: [ '3.8', '3.9', '3.10' ]
 
     steps:
     - uses: actions/checkout@v2
@@ -29,7 +29,7 @@ jobs:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip==20.2.2
+        python -m pip install --upgrade pip==23.1.2
         python -m pip install -e .
         python nyoka/tests/_install_dependencies.py
     - name: Test with pytest
@@ -42,10 +42,10 @@ jobs:
       - uses: actions/checkout@v2
       - uses: actions/setup-python@v2
         with:
-          python-version: 3.6
+          python-version: 3.8
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip==20.2.2
+          python -m pip install --upgrade pip==23.1.2
           python -m pip install -e .
           python nyoka/tests/_install_dependencies.py
       - name: Generate test coverage report

README.md

@@ -19,7 +19,7 @@ Read the documentation at **[Nyoka Documentation](https://softwareag.github.io/n
 
 ## List of libraries and models supported by Nyoka :
 
-### Scikit-Learn (version <= 0.23.1):
+### Scikit-Learn:
 
 #### Models -
 
@@ -74,14 +74,14 @@ Read the documentation at **[Nyoka Documentation](https://softwareag.github.io/n
 *  [`LGBMRegressor`](https://lightgbm.readthedocs.io/en/latest/pythonapi/lightgbm.LGBMRegressor.html)
 
 
-### XGBoost (version <= 1.5.2):
+### XGBoost:
 
 
 *  [`XGBClassifier`](https://xgboost.readthedocs.io/en/release_1.5.0/python/python_api.html#module-xgboost.sklearn)
 *  [`XGBRegressor`](https://xgboost.readthedocs.io/en/release_1.5.0/python/python_api.html#module-xgboost.sklearn)
 
 
-### Statsmodels (version <= 0.11.1):
+### Statsmodels:
 
 
 *  [`tsa.arima_model.ARIMA`](https://github.com/statsmodels/statsmodels/blob/master/statsmodels/tsa/arima_model.py#L1026)

docs/.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: cd9cd651081c4d496ec0a729bf364d67
+config: 03accd84b224698acf6acb00dd9a2f6f
 tags: 645f666f9bcd5a90fca523b33c5a78b7