Merge pull request #164 from predictive-analytics-lab/update-readme

Update readme

Author: tmke8

README.md

@@ -92,15 +92,18 @@ pip install -e .[dev]
 
 This will also install numpy, pandas and matplotlib to be able to run the tests.
 
-### Pre-pull request checks
+### Running CI locally (recommended)
 
-We also include a script that runs the CI checks that will be run when a PR is opened.
+We include a script that runs the CI checks that will be run when a PR is opened.
 To test these out locally, use the `check_all.sh` script.
 
 ```bash
 ./check_all.sh
 ```
 
+Below we describe how to run the various checks individually,
+but `check_all.sh` should be easier to use.
+
 ### Checking compliance with Mypy
 The settings for Mypy are specified in the `mypy.ini` file in the repository.
 Just running
@@ -115,11 +118,22 @@ We use [Black][black] to format the stub files.
 First install `black` and then run
 
 ```
-black -l 100 -t py36 -S .
+black .
 ```
-
 from the base directory.
 
+### Pytest
+
+```
+python -m pytest -vv tests/
+```
+
+### Flake8
+
+```
+flake8 *-stubs
+```
+
 ## License
 
 [Apache 2.0](LICENSE)