TomBolton.io

Tom Bolton’s AI and Machine Learning Lab Notebook.

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Machine Learning

It’s been an eventful few days for my model. This entry is going to be a bit of a saga, but here goes. I had implemented the weighting function as described in my last post. I was getting great results…

Machine Learning

So, with my new softmax back propagation sorted, I was excited to see how my model would perform, especially since softmax with MSE was my first hypothesis. Well, MSE was a disaster, although I didn’t push it too far. Softmax with…

Machine Learning

It’s been a while since I posted anything here. In addition to doubling up on my AI course load, I’ve been doing some work on the side for a colleague who’s VP of Development for an AI startup that does…

Machine Learning

So with these classifiers and unambiguous accuracy numbers when compared to ground truth, it’s dead simple to evaluate success. But what about this checkers game? Unlike the pong from pixels example, my game won’t be playing against a functioning, trained…