names

.github/PULL_REQUEST_TEMPLATE.md

@@ -14,14 +14,14 @@ Fixes #366
 ### Pull Request Checklist
 
 - [ ] Added a note about the modification or contribution to the `./docs/sources/CHANGELOG.md` file (if applicable)
-- [ ] Added appropriate unit test functions in the `./mlearn/*/tests` directories (if applicable)
-- [ ] Modify documentation in the corresponding Jupyter Notebook under `mlearn/docs/sources/` (if applicable)
-- [ ] Ran `PYTHONPATH='.' pytest ./mlearn -sv` and make sure that all unit tests pass (for small modifications, it might be sufficient to only run the specific test file, e.g., `PYTHONPATH='.' pytest ./mlearn/classifier/tests/xxx.py -sv`)
-- [ ] Checked for style issues by running `flake8 ./mlearn`
+- [ ] Added appropriate unit test functions in the `./mlearner/*/tests` directories (if applicable)
+- [ ] Modify documentation in the corresponding Jupyter Notebook under `mlearner/docs/sources/` (if applicable)
+- [ ] Ran `PYTHONPATH='.' pytest ./mlearner -sv` and make sure that all unit tests pass (for small modifications, it might be sufficient to only run the specific test file, e.g., `PYTHONPATH='.' pytest ./mlearner/classifier/tests/xxx.py -sv`)
+- [ ] Checked for style issues by running `flake8 ./mlearner`
 
 
 <!--NOTE  
 Due to the improved GitHub UI, the squashing of commits is no longer necessary.
 Please DO NOT SQUASH commits since they help with keeping track of the changes during the discussion).
-For more information and instructions, please see http://jaisenbe58r.github.io/mlearn/contributing/  
+For more information and instructions, please see http://jaisenbe58r.github.io/mlearner/contributing/  
 -->

.gitignore

@@ -4,7 +4,7 @@
 
 # Documentation builds
 # docs/site/
-# docs/mlearn.pdf
+# docs/mlearner.pdf
 
 # Temporary documentation files
 # docs/sources/user_guide/*.md

README.md

@@ -1,8 +1,8 @@
 [![DOI](http://joss.theoj.org/papers/10.21105/joss.00638/status.svg)](https://doi.org/10.21105/joss.00638)
-[![Build Status](https://travis-ci.org/jaisenbe58r/mlearn.svg?branch=master)](https://travis-ci.org/jaisenbe58r/mlearn)
-[![Build status](https://ci.appveyor.com/api/projects/status/7vx20e0h5dxcyla2/branch/master?svg=true)](https://ci.appveyor.com/project/jaisenbe58r/mlearn/branch/master)
-[![Codacy Badge](https://api.codacy.com/project/badge/Grade/2a199e28871c477d9ecf6e200b4977b9)](https://www.codacy.com/manual/jaisenbe58r/mlearn?utm_source=github.com&utm_medium=referral&utm_content=jaisenbe58r/mlearn&utm_campaign=Badge_Grade)
-[![Coverage Status](https://coveralls.io/repos/jaisenbe58r/mlearn/badge.svg?branch=master&service=github)](https://coveralls.io/github/jaisenbe58r/mlearn?branch=master)
+[![Build Status](https://travis-ci.org/jaisenbe58r/mlearner.svg?branch=master)](https://travis-ci.org/jaisenbe58r/mlearner)
+[![Build status](https://ci.appveyor.com/api/projects/status/7vx20e0h5dxcyla2/branch/master?svg=true)](https://ci.appveyor.com/project/jaisenbe58r/mlearner/branch/master)
+[![Codacy Badge](https://api.codacy.com/project/badge/Grade/2a199e28871c477d9ecf6e200b4977b9)](https://www.codacy.com/manual/jaisenbe58r/mlearner?utm_source=github.com&utm_medium=referral&utm_content=jaisenbe58r/mlearner&utm_campaign=Badge_Grade)
+[![Coverage Status](https://coveralls.io/repos/jaisenbe58r/mlearner/badge.svg?branch=master&service=github)](https://coveralls.io/github/jaisenbe58r/mlearner?branch=master)
 ![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)
 ![Python 3.7](https://img.shields.io/badge/python-3.7-blue.svg)
 ![Python 3.7](https://img.shields.io/badge/python-3.8-blue.svg)
@@ -12,7 +12,7 @@
 ![](./docs/sources/img/logo.png)
 
 
-**mlearn (machine learning for data enginnering) is a Python library of useful tools for the day-to-day data science tasks.**
+**mlearner (machine learning for data enginnering) is a Python library of useful tools for the day-to-day data science tasks.**
 
 <br>
 
@@ -22,47 +22,47 @@ Jaime Sendra - 2020
 
 ## Links
 
-- **Documentation:** [http://jaisenbe58r.github.io/mlearn](http://jaisenbe58r.github.io/mlearn)
-- PyPI: [https://pypi.python.org/pypi/mlearn](https://pypi.python.org/pypi/mlearn)
-- Changelog: [http://jaisenbe58r.github.io/mlearn/CHANGELOG](http://jaisenbe58r.github.io/mlearn/CHANGELOG)
-- Contributing: [http://jaisenbe58r.github.io/mlearn/CONTRIBUTING](http://jaisenbe58r.github.io/mlearn/CONTRIBUTING)
-- Questions? Check out the [Google Groups mailing list](https://groups.google.com/forum/#!forum/mlearn)
+- **Documentation:** [http://jaisenbe58r.github.io/mlearner](http://jaisenbe58r.github.io/mlearner)
+- PyPI: [https://pypi.python.org/pypi/mlearner](https://pypi.python.org/pypi/mlearner)
+- Changelog: [http://jaisenbe58r.github.io/mlearner/CHANGELOG](http://jaisenbe58r.github.io/mlearner/CHANGELOG)
+- Contributing: [http://jaisenbe58r.github.io/mlearner/CONTRIBUTING](http://jaisenbe58r.github.io/mlearner/CONTRIBUTING)
+- Questions? Check out the [Google Groups mailing list](https://groups.google.com/forum/#!forum/mlearner)
 
 <br>
 <br>
 
-## Installing mlearn
+## Installing mlearner
 
 #### PyPI
 
-To install mlearn, just execute  
+To install mlearner, just execute  
 
 ```bash
-pip install mlearn  
+pip install mlearner  
 ```
 
-Alternatively, you could download the package manually from the Python Package Index [https://pypi.python.org/pypi/mlearn](https://pypi.python.org/pypi/mlearn), unzip it, navigate into the package, and use the command:
+Alternatively, you could download the package manually from the Python Package Index [https://pypi.python.org/pypi/mlearner](https://pypi.python.org/pypi/mlearner), unzip it, navigate into the package, and use the command:
 
 ```bash
 python setup.py install
 ```
 
 #### Conda
-If you use conda, to install mlearn just execute
+If you use conda, to install mlearner just execute
 
 ```bash
-conda install -c conda-forge mlearn 
+conda install -c conda-forge mlearner 
 ```
 
 #### Dev Version
 
-The mlearn version on PyPI may always be one step behind; you can install the latest development version from the GitHub repository by executing
+The mlearner version on PyPI may always be one step behind; you can install the latest development version from the GitHub repository by executing
 
 ```bash
-pip install git+git://github.com/jaisenbe58r/mlearn.git#egg=mlearn
+pip install git+git://github.com/jaisenbe58r/mlearner.git#egg=mlearner
 ```
 
-Or, you can fork the GitHub repository from https://github.com/jaisenbe58r/MLearn and install mlearn from your local drive via
+Or, you can fork the GitHub repository from https://github.com/jaisenbe58r/mlearnerer and install mlearner from your local drive via
 
 ```bash
 python setup.py install

docs/ipynb2markdown.py

@@ -1,7 +1,7 @@
 # IPython Notebook to Markdown conversion script
 #
 # Jaime Sendra Berenguer
-# mlearn Machine Learning Library Extensions
+# mlearner Machine Learning Library Extensions
 #
 # Author: Sebastian Raschka <sebastianraschka.com>
 #

docs/make_api.py

@@ -1,7 +1,7 @@
 # IPython Notebook to Markdown conversion script
 #
 # Jaime Sendra Berenguer
-# mlearn Machine Learning Library Extensions
+# mlearner Machine Learning Library Extensions
 #
 # Author: Sebastian Raschka <sebastianraschka.com>
 #
@@ -257,8 +257,8 @@ def generate_api_docs(package, api_dir, clean=False,
     ignore_packages : iterable or None (default: None)
         Iterable (list, set, tuple) that contains the names of packages
         and subpackages to ignore or skip. For instance, if the
-        images subpackage in mlearn is supposed to be split, provide the
-        argument `{mlearn.image}`.
+        images subpackage in mlearner is supposed to be split, provide the
+        argument `{mlearner.image}`.
 
     """
     if printlog:
@@ -417,10 +417,10 @@ def summarize_methdods_and_functions(api_modules, out_dir,
         formatter_class=argparse.RawTextHelpFormatter)
 
     parser.add_argument('-n', '--package_name',
-                        default='mlearn',
+                        default='mlearner',
                         help='Name of the package')
     parser.add_argument('-d', '--package_dir',
-                        default='../../mlearn/',
+                        default='../../mlearner/',
                         help="Path to the package's enclosing directory")
     parser.add_argument('-o1', '--output_module_api',
                         default='../docs/sources/api_modules',
@@ -442,11 +442,11 @@ def summarize_methdods_and_functions(api_modules, out_dir,
     parser.add_argument('--ignore_packages',
                         default='',
                         help='Ignores subpackages listed via this option.'
-                             ' For example, to ignore mlearn.image,'
-                             ' type "mlearn.image".'
+                             ' For example, to ignore mlearner.image,'
+                             ' type "mlearner.image".'
                              ' For multiple subpackages, separate them via,'
                              ' commas. For example,'
-                             ' "mlearn.image,mlearn.plotting".')
+                             ' "mlearner.image,mlearner.plotting".')
 
     args = parser.parse_args()
 
@@ -462,6 +462,6 @@ def summarize_methdods_and_functions(api_modules, out_dir,
                                      out_dir=args.output_subpackage_api,
                                      printlog=not(args.silent),
                                      clean=args.clean,
-                                     str_above_header=('mlearn'
+                                     str_above_header=('mlearner'
                                                        ' version: %s \n' % (
                                                         package.__version__)))

docs/make_userguide.py

@@ -1,7 +1,7 @@
 # IPython Notebook to Markdown conversion script
 #
 # Jaime Sendra Berenguer
-# mlearn Machine Learning Library Extensions
+# mlearner Machine Learning Library Extensions
 #
 # Author: Sebastian Raschka <sebastianraschka.com>
 #

docs/md2pdf.py

@@ -1,7 +1,7 @@
 # IPython Notebook to Markdown conversion script
 #
 # Jaime Sendra Berenguer
-# mlearn Machine Learning Library Extensions
+# mlearner Machine Learning Library Extensions
 #
 # Author: Sebastian Raschka <sebastianraschka.com>
 #
@@ -11,7 +11,7 @@
 import yaml
 import os
 import subprocess
-from mlearn import __version__
+from mlearner import __version__
 
 yaml_path = "./mkdocs.yml"
 source_path = os.path.join(os.path.dirname(yaml_path), 'sources')
@@ -58,7 +58,7 @@ def gen_title(fname):
 
 with open(md_out_path, 'w') as f_out:
     meta = r"""---
-title: mlearn %s
+title: mlearner %s
 subtitle: Library Documentation
 author: Sebastian Raschka
 header-includes:
@@ -93,7 +93,7 @@ def gen_title(fname):
                 f_out.write(line)
             f_out.write('\n\n')
 
-subprocess.check_call(['pandoc', '-N', 'temp.md', '--output=mlearn.pdf',
+subprocess.check_call(['pandoc', '-N', 'temp.md', '--output=mlearner.pdf',
                        '--toc',
                        '--normalize', '--smart', '--latex-engine=xelatex',
                        '--toc-depth=4', '--highlight-style=pygments',

docs/mkdocs.yml

@@ -1,10 +1,10 @@
-site_name: mlearn
-site_url: http://jaisenbe58r.github.io/mlearn
+site_name: mlearner
+site_url: http://jaisenbe58r.github.io/mlearner
 site_author: Jaime Sendra Berenguer
 site_description: A library consisting of useful tools and extensions for the day-to-day data science tasks.
 
 
-repo_url: https://github.com/jaisenbe58r/MLearn
+repo_url: https://github.com/jaisenbe58r/mlearnerer
 repo_name: GitHub
 edit_uri: docs/sources/user_guide/
 
@@ -32,7 +32,7 @@ extra_css:
   - cinder/css/font-awesome-4.0.3.css
   - cinder/css/highlight.css
 
-# google_analytics: ['UA-38457794-2', 'jaisenbe58r.github.io/mlearn/']
+# google_analytics: ['UA-38457794-2', 'jaisenbe58r.github.io/mlearner/']
 
 nav:
 - Home: index.md
@@ -47,5 +47,5 @@ nav:
   - How To Contribute: CONTRIBUTING.md
   - Contributors: contributors.md
   - License: license.md
-  - Citing mlearn: cite.md
+  - Citing mlearner: cite.md
   - Discuss: discuss.md

docs/sources/CHANGELOG.md

@@ -3,7 +3,7 @@
 ---
 
 The CHANGELOG for the current development version is available at
-[https://github.com/jaisenbe58r/MLearn/blob/master/docs/sources/CHANGELOG.md](https://github.com/jaisenbe58r/MLearn/blob/master/docs/sources/CHANGELOG.md).
+[https://github.com/jaisenbe58r/mlearnerer/blob/master/docs/sources/CHANGELOG.md](https://github.com/jaisenbe58r/mlearnerer/blob/master/docs/sources/CHANGELOG.md).
 
 ---