From d5bdbdd028e76bb76f7707ff18ed6266d2879232 Mon Sep 17 00:00:00 2001
From: mani <sadhak001@gmail.com>
Date: Sun, 17 Nov 2019 19:54:21 +0000
Subject: [PATCH] Adding Testing related links to Machine Learning and Python
 programming sections

---
 Programming-in-Python.md      | 10 ++++++++++
 README.md                     |  1 +
 details/julia-python-and-r.md |  3 ++-
 3 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/Programming-in-Python.md b/Programming-in-Python.md
index cacc30c1..3d654902 100644
--- a/Programming-in-Python.md
+++ b/Programming-in-Python.md
@@ -46,6 +46,7 @@
 See **Python: Best practices** and **Python: Testing** under [Courses](./courses.md#course)
 
 ## Cheatsheets
+
 - [Python Cheatsheet](https://www.pythoncheatsheet.org/)
 - [PySheee: Python Cheatsheet](https://www.pythonsheets.com/)
 - [7+ Python Cheat Sheets for Beginners and Experts](https://sinxloud.com/python-cheat-sheet-beginner-advanced/)
@@ -113,6 +114,10 @@ See **Python: Best practices** and **Python: Testing** under [Courses](./courses
   - [Code Craft : Part II – Version Control is Seat Belts for Programmers](https://codemanship.wordpress.com/2019/10/02/code-craft-part-ii-version-control-is-seat-belts-for-programmers/)
   - [Code Craft : Part III – Unit Tests are an Early Warning System for Programmers](https://codemanship.wordpress.com/2019/10/04/code-craft-part-iii-unit-tests-are-an-early-warning-system-for-programmers/)
 
+## Versioning
+
+- [ML Versioning Tool](https://github.com/sbracaloni/ml-versioning-tool)
+
 ## Testing
 
 - [Python Developer's Guide » Running & Writing Tests](https://devguide.python.org/runtests/)
@@ -123,6 +128,11 @@ See **Python: Best practices** and **Python: Testing** under [Courses](./courses
 - [PyCharm: Testing Your First Python Application](https://www.jetbrains.com/help/pycharm/testing-your-first-python-application.html)
 - [unittest — Unit testing framework](https://docs.python.org/2/library/unittest.html)
 
+### Machine Learning
+
+- [A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time](https://github.com/EricSchles/drifter_ml)
+- [A number of repos containing tests](https://github.com/jd-13/)
+
 ## Refactoring
 
 - [PyCharm: Refactoring code](https://www.jetbrains.com/help/pycharm/refactoring-source-code.html)
diff --git a/README.md b/README.md
index 5c0d7d46..e3b70822 100644
--- a/README.md
+++ b/README.md
@@ -59,6 +59,7 @@ Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn
     - [Programming in Python](Programming-in-Python.md)
     - [More...](./details/julia-python-and-r.md#more)
   - [JavaScript](README-details.md#javascript)
+  - [Testing](./Programming-in-Python.md#machine-learning)
   - [Guides](guides.md#guides)
   - [Study notes](./study-notes/README.md#study-notes)
   - [Swift for TensorFlow](https://www.tensorflow.org/swift/) - next generation platform for deep learning and differentiable programming
diff --git a/details/julia-python-and-r.md b/details/julia-python-and-r.md
index 2d09251b..6c1af20c 100644
--- a/details/julia-python-and-r.md
+++ b/details/julia-python-and-r.md
@@ -138,7 +138,8 @@
   - See [Machine Learning](../courses.md#machine-learning) in [Courses](../courses.md#courses)
   - See [ML on Code/Programm/Source Code](../ML-on-code-programming-source-code.md)
   - See [Cloud/DevOps/Infra > Performance](../cloud-devops-infra/README.md#performance) - to find various ML performance benchmarking suites
-  - Also see [Post model-creation analysis, ML interpretation/explainability](../data/README.md#post-model-creation-analysis-ml-interpretationexplainability)
+  - See [Post model-creation analysis, ML interpretation/explainability](../data/README.md#post-model-creation-analysis-ml-interpretationexplainability)
+  - Also see [Machine Learning Testing (Python)](../Programming-in-Python.md#machine-learning)
 
   ### Deep Learning