MNT synchronized azure with sklearn (#875)

Author: glemaitre

.circleci/config.yml

@@ -1,9 +1,9 @@
 version: 2
 
 jobs:
-  python3:
+  doc:
     docker:
-      - image: circleci/python:3.6.1
+      - image: circleci/python:3.7.7-buster
     environment:
       - USERNAME: "glemaitre"
       - ORGANIZATION: "imbalanced-learn"
@@ -12,7 +12,18 @@ jobs:
       - EMAIL: "[email protected]"
       - MINICONDA_PATH: ~/miniconda
       - CONDA_ENV_NAME: testenv
+      - OMP_NUM_THREADS: 1
       - PYTHON_VERSION: 3
+      - NUMPY_VERSION: 'latest'
+      - SCIPY_VERSION: 'latest'
+      - SKLEARN_VERSION: 'latest'
+      - MATPLOTLIB_VERSION: 'latest'
+      - SPHINX_VERSION: 'min'
+      - PANDAS_VERSION: 'latest'
+      - SPHINX_GALLERY_VERSION: 'latest'
+      - NUMPYDOC_VERSION: 'latest'
+      - SPHINXCONTRIB_BIBTEX_VERSION: 'latest'
+      - PYDATA_SPHINX_THEME_VERSION: 'latest'
     steps:
       - add_ssh_keys:
           fingerprints:
@@ -44,4 +55,4 @@ workflows:
   version: 2
   build-doc-and-deploy:
     jobs:
-      - python3
+      - doc

.gitignore

@@ -123,6 +123,7 @@ doc/auto_examples/
 doc/generated/
 doc/references/generated/
 doc/bibtex/auto
+doc/min_dependency_table.rst
 
 # MacOS
 .DS_Store

.pre-commit-config.yaml

@@ -14,3 +14,9 @@ repos:
     hooks:
     -   id: flake8
         types: [file, python]
+-   repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v0.782
+    hooks:
+     -  id: mypy
+        files: sklearn/
+        additional_dependencies: [pytest==6.2.4]

README.rst

@@ -30,7 +30,16 @@
 .. |Black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
 .. _Black: :target: https://github.com/psf/black
 
-
+.. |PythonMinVersion| replace:: 3.7
+.. |NumPyMinVersion| replace:: 1.14.6
+.. |SciPyMinVersion| replace:: 1.1.0
+.. |ScikitLearnMinVersion| replace:: 0.24.2
+.. |MatplotlibMinVersion| replace:: 2.2.3
+.. |PandasMinVersion| replace:: 0.25.0
+.. |TensorflowMinVersion| replace:: 2.4.3
+.. |KerasMinVersion| replace:: 2.4.3
+.. |SeabornMinVersion| replace:: 0.9.0
+.. |PytestMinVersion| replace:: 5.0.1
 
 imbalanced-learn
 ================
@@ -54,18 +63,23 @@ Installation
 Dependencies
 ~~~~~~~~~~~~
 
-imbalanced-learn is tested to work under Python 3.6+.
-The dependency requirements are based on the last scikit-learn release:
+`imbalanced-learn` requires the following dependencies:
+
+- Python (>= |PythonMinVersion|)
+- NumPy (>= |NumPyMinVersion|)
+- SciPy (>= |SciPyMinVersion|)
+- Scikit-learn (>= |ScikitLearnMinVersion|)
+
+Additionally, `imbalanced-learn` requires the following optional dependencies:
+
+- Pandas (>= |PandasMinVersion|) for dealing with dataframes
+- Tensorflow (>= |TensorflowMinVersion|) for dealing with TensorFlow models
+- Keras (>= |KerasMinVersion|) for dealing with Keras models
 
-* scipy(>=0.19.1)
-* numpy(>=1.13.3)
-* scikit-learn(>=0.24)
-* joblib(>=0.11)
-* keras 2 (optional)
-* tensorflow (optional)
+The examples will requires the following additional dependencies:
 
-Additionally, to run the examples, you need matplotlib(>=2.0.0) and
-pandas(>=0.22).
+- Matplotlib (>= |MatplotlibMinVersion|)
+- Seaborn (>= |SeabornMinVersion|)
 
 Installation
 ~~~~~~~~~~~~