Versioning changes, new release 1.0.8. Update dependencies of skrobot…

… to latest.

README.md

@@ -1,12 +1,11 @@
-[![Python](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8-blue?style=plastic)](https://pypi.org/project/skrobot/)
-[![PyPI](https://img.shields.io/badge/pypi_package-1.0.7-blue?style=plastic)](https://pypi.org/project/skrobot/)
+[![Python](https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8-blue?style=plastic)](https://www.python.org/)
+[![PyPI](https://img.shields.io/badge/pypi_package-1.0.8-blue?style=plastic)](https://pypi.org/project/skrobot/1.0.8/)
 [![License](https://img.shields.io/badge/license-MIT-blue?style=plastic)](https://github.com/medoidai/skrobot/blob/master/LICENSE.txt)
-[![Status](https://img.shields.io/badge/status-stable-green?style=plastic)](https://pypi.org/project/skrobot/)
-[![Documentation Status](https://img.shields.io/badge/docs-passing-green?style=plastic)](https://skrobot.readthedocs.io/)
+[![Documentation Status](https://readthedocs.org/projects/skrobot/badge/?version=1.0.8)](https://skrobot.readthedocs.io/en/1.0.8/)
 
 -----------------
 
-<div align="center"><img src="https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png" width="250px;" /></div>
+[![skrobot logo](https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png)](https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png)
 
 -----------------
 
@@ -18,7 +17,7 @@ skrobot is a Python module for designing, running and tracking Machine Learning
 
 ### Documentation?
 
-The documentation is hosted online to [Read the Docs](https://skrobot.readthedocs.io/).
+The documentation is hosted online to [Read the Docs](https://skrobot.readthedocs.io/en/1.0.8/).
 
 ### How do I install it?
 
@@ -58,4 +57,4 @@ Of course, the project is [Free Software](https://www.gnu.org/philosophy/free-sw
 
 See our license ([LICENSE.txt](https://github.com/medoidai/skrobot/blob/master/LICENSE.txt)) for more details.
 
-**Thank you!**
+**Thank you!**

RELEASE.md

@@ -1,3 +1,8 @@
+# 1.0.8
+
+* Fixed versions in PyPI, Read the Docs.
+* Update dependencies to latest
+
 # 1.0.7
 
 * Sphinx documentation mechanism added!

docs/README.md

@@ -1,4 +1,4 @@
-<div align="center"><img src="https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png" width="250px;" /></div>
+[![skrobot logo](https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png)](https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png)
 
 -----------------
 

docs/requirements.txt

@@ -1,2 +1,2 @@
-sphinx==3.3.0
+sphinx==3.3.1
 sphinx-rtd-theme==0.5.0

docs/source/conf.py

@@ -21,7 +21,7 @@
 author = 'Medoid AI'
 
 # The full version, including alpha/beta/rc tags
-release = '1.0.7'
+release = '1.0.8'
 
 
 # -- General configuration ---------------------------------------------------

docs/source/how_do_i_use_it.rst

@@ -1,12 +1,12 @@
 How do I use it?
 ================
 
-The following examples use many of skrobot’s components to built a machine learning modelling pipeline. Please try them and we would love to have your feedback! Furthermore, many examples can be found in the project's `repository <https://github.com/medoidai/skrobot/tree/master/examples>`__.
+The following examples use many of skrobot’s components to built a machine learning modelling pipeline. Please try them and we would love to have your feedback! Furthermore, many examples can be found in the project's `repository <https://github.com/medoidai/skrobot/tree/1.0.8/examples>`__.
 
 Example on Titanic Dataset
 --------------------------
 
-The following example has generated the following `results <https://github.com/medoidai/skrobot/tree/master/examples/experiments-output/echatzikyriakidis-2020-07-23T23-01-21-example-titanic-pipeline-with-model-based-feature-selection>`__.
+The following example has generated the following `results <https://github.com/medoidai/skrobot/tree/1.0.8/examples/experiments-output/echatzikyriakidis-2020-07-23T23-01-21-example-titanic-pipeline-with-model-based-feature-selection>`__.
 
 .. code:: python
 
@@ -147,7 +147,7 @@ The following example has generated the following `results <https://github.com/m
 Example on SMS Spam Collection Dataset
 --------------------------------------
 
-The following example has generated the following `results <https://github.com/medoidai/skrobot/tree/master/examples/experiments-output/echatzikyriakidis-2020-07-23T22-04-14-example-sms-spam-ham-pipeline-with-filtering-feature-selection>`__.
+The following example has generated the following `results <https://github.com/medoidai/skrobot/tree/1.0.8/examples/experiments-output/echatzikyriakidis-2020-07-23T22-04-14-example-sms-spam-ham-pipeline-with-filtering-feature-selection>`__.
 
 .. code:: python
 

docs/source/index.rst

@@ -1,4 +1,4 @@
-|Python| |PyPI| |License| |Status|
+|Python| |PyPI| |License| |Documentation Status|
 
 Welcome to skrobot's documentation!
 ===================================
@@ -20,15 +20,12 @@ Welcome to skrobot's documentation!
    what_license_do_you_use
 
 .. |Python| image:: https://img.shields.io/badge/python-3.6%20%7C%203.7%20%7C%203.8-blue?style=plastic
-   :target: https://pypi.org/project/skrobot/
-.. |PyPI| image:: https://img.shields.io/badge/pypi_package-1.0.7-blue?style=plastic
-   :target: https://pypi.org/project/skrobot/
+   :target: https://www.python.org/
+.. |PyPI| image:: https://img.shields.io/badge/pypi_package-1.0.8-blue?style=plastic
+   :target: https://pypi.org/project/skrobot/1.0.8/
 .. |License| image:: https://img.shields.io/badge/license-MIT-blue?style=plastic
    :target: https://github.com/medoidai/skrobot/blob/master/LICENSE.txt
-.. |Status| image:: https://img.shields.io/badge/status-stable-green?style=plastic
-   :target: https://pypi.org/project/skrobot/
-.. |Documentation Status| image:: https://img.shields.io/badge/docs-passing-green?style=plastic
-   :target: https://skrobot.readthedocs.io/
+.. |Documentation Status| image:: https://readthedocs.org/projects/skrobot/badge/?version=1.0.8
+   :target: https://skrobot.readthedocs.io/en/1.0.8/
 .. |skrobot logo| image:: https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png
    :target: https://github.com/medoidai/skrobot/raw/master/static/skrobot-logo.png
-   :width: 30%

docs/source/sample_of_generated_results.rst

@@ -78,57 +78,57 @@ Predictions
 
 |Image 27|
 
-.. |Image 1| image:: https://github.com/medoidai/skrobot/raw/master/static/image-1.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-1.png
-.. |Image 2| image:: https://github.com/medoidai/skrobot/raw/master/static/image-2.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-2.png
-.. |Image 3| image:: https://github.com/medoidai/skrobot/raw/master/static/image-3.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-3.png
-.. |Image 4| image:: https://github.com/medoidai/skrobot/raw/master/static/image-4.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-4.png
-.. |Image 5| image:: https://github.com/medoidai/skrobot/raw/master/static/image-5.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-5.png
-.. |Image 6| image:: https://github.com/medoidai/skrobot/raw/master/static/image-6.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-6.png
-.. |Image 7| image:: https://github.com/medoidai/skrobot/raw/master/static/image-7.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-7.png
-.. |Image 8| image:: https://github.com/medoidai/skrobot/raw/master/static/image-8.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-8.png
-.. |Image 9| image:: https://github.com/medoidai/skrobot/raw/master/static/image-9.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-9.png
-.. |Image 10| image:: https://github.com/medoidai/skrobot/raw/master/static/image-10.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-10.png
-.. |Image 11| image:: https://github.com/medoidai/skrobot/raw/master/static/image-11.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-11.png
-.. |Image 12| image:: https://github.com/medoidai/skrobot/raw/master/static/image-12.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-12.png
-.. |Image 13| image:: https://github.com/medoidai/skrobot/raw/master/static/image-13.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-13.png
-.. |Image 14| image:: https://github.com/medoidai/skrobot/raw/master/static/image-14.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-14.png
-.. |Image 15| image:: https://github.com/medoidai/skrobot/raw/master/static/image-15.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-15.png
-.. |Image 16| image:: https://github.com/medoidai/skrobot/raw/master/static/image-16.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-16.png
-.. |Image 17| image:: https://github.com/medoidai/skrobot/raw/master/static/image-17.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-17.png
-.. |Image 18| image:: https://github.com/medoidai/skrobot/raw/master/static/image-18.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-18.png
-.. |Image 19| image:: https://github.com/medoidai/skrobot/raw/master/static/image-19.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-19.png
-.. |Image 20| image:: https://github.com/medoidai/skrobot/raw/master/static/image-20.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-20.png
-.. |Image 21| image:: https://github.com/medoidai/skrobot/raw/master/static/image-21.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-21.png
-.. |Image 22| image:: https://github.com/medoidai/skrobot/raw/master/static/image-22.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-22.png
-.. |Image 23| image:: https://github.com/medoidai/skrobot/raw/master/static/image-23.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-23.png
-.. |Image 24| image:: https://github.com/medoidai/skrobot/raw/master/static/image-24.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-24.png
-.. |Image 25| image:: https://github.com/medoidai/skrobot/raw/master/static/image-25.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-25.png
-.. |Image 26| image:: https://github.com/medoidai/skrobot/raw/master/static/image-26.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-26.png
-.. |Image 27| image:: https://github.com/medoidai/skrobot/raw/master/static/image-27.png
-   :target: https://github.com/medoidai/skrobot/raw/master/static/image-27.png
+.. |Image 1| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-1.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-1.png
+.. |Image 2| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-2.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-2.png
+.. |Image 3| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-3.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-3.png
+.. |Image 4| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-4.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-4.png
+.. |Image 5| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-5.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-5.png
+.. |Image 6| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-6.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-6.png
+.. |Image 7| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-7.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-7.png
+.. |Image 8| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-8.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-8.png
+.. |Image 9| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-9.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-9.png
+.. |Image 10| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-10.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-10.png
+.. |Image 11| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-11.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-11.png
+.. |Image 12| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-12.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-12.png
+.. |Image 13| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-13.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-13.png
+.. |Image 14| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-14.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-14.png
+.. |Image 15| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-15.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-15.png
+.. |Image 16| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-16.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-16.png
+.. |Image 17| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-17.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-17.png
+.. |Image 18| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-18.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-18.png
+.. |Image 19| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-19.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-19.png
+.. |Image 20| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-20.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-20.png
+.. |Image 21| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-21.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-21.png
+.. |Image 22| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-22.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-22.png
+.. |Image 23| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-23.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-23.png
+.. |Image 24| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-24.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-24.png
+.. |Image 25| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-25.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-25.png
+.. |Image 26| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-26.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-26.png
+.. |Image 27| image:: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-27.png
+   :target: https://github.com/medoidai/skrobot/raw/1.0.8/static/image-27.png

setup.py

@@ -8,26 +8,26 @@
 
 setup(
      name='skrobot',
-     version='1.0.7',
+     version='1.0.8',
      license='MIT',
      author="Medoid AI",
      author_email="[email protected]",
      description="skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.",
      long_description=readme,
      platforms=['any'],
-     download_url='https://github.com/medoidai/skrobot/archive/1.0.7.tar.gz',
+     download_url='https://github.com/medoidai/skrobot/archive/1.0.8.tar.gz',
      long_description_content_type='text/markdown',
      url="https://github.com/medoidai/skrobot",
      python_requires='>=3.6',
-     install_requires=['scikit-learn==0.23.1',
-                       'joblib==0.16.0',
-                       'numpy==1.19.1',
-                       'pandas==1.0.5',
-                       'numpyencoder==0.2.0',
-                       'plotly==4.9.0',
+     install_requires=['scikit-learn==0.23.2',
+                       'joblib==0.17.0',
+                       'numpy==1.19.4',
+                       'pandas==1.1.4',
+                       'numpyencoder==0.3.0',
+                       'plotly==4.13.0',
                        'stringcase==1.2.0',
                        'scikit-plot==0.3.7',
-                       'matplotlib==3.3.0'],
+                       'matplotlib==3.3.3'],
      packages=find_packages(),
      classifiers=[
          "Development Status :: 5 - Production/Stable",
@@ -44,4 +44,4 @@
          "Topic :: Scientific/Engineering",
          "Topic :: Scientific/Engineering :: Artificial Intelligence",
          "Environment :: Console"]
-)
+)