WIP: add ability to work with mixed trees

.github/workflows/python-app.yml

@@ -0,0 +1,42 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
+
+name: MERCS
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.8
+    - name: Install Poetry
+      uses: dschep/install-poetry-action@v1.3
+      with:
+        # Use the preview version of Poetry
+        preview: false
+    - name: Install dependencies
+      run: |
+        poetry install
+        python3 -m pip install --upgrade pip
+        pip install flake8 pytest
+        python -m pip install "dask[complete]"
+    - name: Lint with flake8
+      run: |
+        # stop the build if there are Python syntax errors or undefined names
+        flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+        # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+        flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Test with pytest
+      run: |
+        pytest

.gitignore

@@ -1,6 +1,7 @@
 # Notebooks
 .ipynb_checkpoints
 */ipynb_checkpoints/*
+note/
 
 #Models
 */*.pkl
@@ -36,3 +37,10 @@ MANIFEST
 
 # Sphinx documentation
 docs/_build/
+
+# mkdocs build
+site/
+
+# VSCode config
+.vscode
+.DS_Store

AUTHORS.rst

@@ -3,3 +3,4 @@ Contributors
 ============
 
 * Elia vw <elia.vw@gmail.com>
+* Andrés Reverón Molina <andres@reveronmolina.me>

CHANGELOG.rst

@@ -2,9 +2,24 @@
 Changelog
 =========
 
-Version 0.1
+Version 0.0.45
 ===========
 
-- Feature A added
-- FIX: nasty bug #1729 fixed
-- add your changes here!
+- Added tests on several datasets
+- Fixed label detection
+- Fixed nrmse calculation
+- Fixed target detection
+- Fixed mixed model scoring
+- Updated decision-tree-morfist@0.3.3
+
+Version 0.0.44
+===========
+
+- Added the option to work with mixed(regression and classification) tasks
+- Removed unused code
+- General cleanup
+
+Version 0.0.37
+===========
+
+- Initial version

README.md

@@ -4,24 +4,23 @@ MERCS stands for **multi-directional ensembles of classification and regression
 
 ## Installation
 
-Easy via pip;
+Easy via pip:
 
 ```
 pip install mercs
 ```
 
-## Website
+## Documentation
 
-Our (very small) website can be found [here](https://eliavw.github.io/mercs/).
+All the documentation and a quickstart guide can be accessed here:
+[https://eliavw.github.io/mercs/](https://eliavw.github.io/mercs/)
 
+## Run/Build locally
+To run the project, you need [Poetry](https://python-poetry.org). Once installed:
 
-## Tutorials
-
-Cf. the [quickstart section](https://eliavw.github.io/mercs/quickstart) of the website.
-
-## Code
-
-MERCS is fully open-source cf. our [github-repository](https://github.com/eliavw/mercs/)
+1. Clone the repository.
+2. Run `poetry install`.
+3. The development environment is ready. You can test it by running `pytest`.
 
 ## Publications
 
@@ -45,4 +44,4 @@ People involved in this project:
 * [Elia Van Wolputte](https://eliavw.github.io/)
 * Evgeniya Korneva
 * [Prof. Hendrik Blockeel](https://people.cs.kuleuven.be/~hendrik.blockeel/)
-
+* [Andrés Reverón Molina](https://andres.reveronmolina.me)