Updated the CONTRIBUTING.md to mention isort and black (#39)

* Updated the CONTRIBUTING.md to mention isort and black

* bump version to 0.12.1

* Now actually checking code style

.github/CONTRIBUTING.md

@@ -8,11 +8,11 @@ Note that a [code of conduct](https://github.com/handley-lab/lsbi/blob/master/CO
 
 ## Contributing - `pre-commit`
 
-lsbi uses flake8 and pydocstyle to maintain a consistent style. To speed up linting, contributors can optionally use pre-commit to ensure their commits comply.
+lsbi uses black and isort to maintain a consistent style. To speed up linting, contributors can optionally use pre-commit to ensure their commits comply.
 
-First, ensure that pre-commit, flake8 and pydocstyle are installed:
+First, ensure that pre-commit, black and isort are installed:
 ```
-pip install pre-commit flake8 pydocstyle
+pip install pre-commit black isort
 ```
 Then install the pre-commit to the .git folder:
 ```

.github/workflows/code_style.yaml

@@ -46,4 +46,4 @@ jobs:
       - name: Install pydocstyle
         run: pip install pydocstyle
       - name: run pydocstyle
-        run: python -m pydocstyle --convention=numpy anesthetic
+        run: python -m pydocstyle --convention=numpy lsbi

README.rst

@@ -3,7 +3,7 @@ lsbi: Linear Simulation Based Inference
 =======================================
 :lsbi: Linear Simulation Based Inference
 :Author: Will Handley & David Yallup
-:Version: 0.12.0
+:Version: 0.12.1
 :Homepage: https://github.com/handley-lab/lsbi
 :Documentation: http://lsbi.readthedocs.io/
 

lsbi/_version.py

@@ -1 +1 @@
-__version__ = "0.12.0"
+__version__ = "0.12.1"