PyTorch Implementation of “Unsupervised learning by competing hidden units” MNIST classifier

I recently watched this lecture by Dmitry Krotov and found it very interesting so I thought it would make a good paper to try to reproduce. My original thoughts were that this could potentially solve the adversarial vulnerability inherent in most modern convolutional networks. This blog post are the details of this reproduction and some […] Read more


Fluent python interface for Machine Learning

I often say that Machine Learning is like programming in the 60s, you prepare your program, double check everything, hand in your punch cards to the IBM operator, go home and wait.  And just like back then, if you had a bug in your code it would mean a huge amount of wasted time.  Sometimes […] Read more

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