Artificial Dataset Generation for Machine Learning with Python and Numpy / Theano - Creative Punch

It's been a while since I posted a new article. This is because I have ventured into the exciting field of Machine Learning and have been doing some competitions on Kaggle. In this quick post I just wanted to share some Python code which can be used to benchmark, test, and develop Machine Learning algorithms with any size of data. In other words: this dataset generation can be used to do emperical measurements of Machine Learning algorithms. The code has been commented and I will include a Theano version and a numpy-only version of the code.