Rinat MaksutovinTowards Data ScienceA puzzle for AIHow I taught AI to play 2048Oct 21, 20201Oct 21, 20201
Rinat MaksutovDeep study of a not very deep neural network. Part 5: Dropout and NoiseIn the previous experiments there were a few cases when the validation accuracy has been gradually declining after reaching some maximum…Jul 11, 20182Jul 11, 20182
Rinat MaksutovDeep study of a not very deep neural network. Part 4: How to find the right learning rateIn the previous parts of the series we discussed the training process from the perspective of activation functions and optimizers. And…May 29, 20181May 29, 20181
Rinat MaksutovDeep study of a not very deep neural network. Part 3b: Choosing an optimizerIn this part we continue discussing optimizers. In the previous article I have shown on a very simple example how optimizers work and how…May 8, 2018May 8, 2018
Rinat MaksutovDeep study of a not very deep neural network. Part 3a: Optimizers overviewIn the previous part we have seen, how different activation functions perform with RMSProp optimizer. Now we will test various optimizers…May 4, 20182May 4, 20182
Rinat MaksutovinTowards Data ScienceDeep study of a not very deep neural network. Part 2: Activation functionsThis is the second part of the series, and this time we will explore activation functions. I assume that you already know, what is an…May 1, 20184May 1, 20184
Rinat MaksutovinTowards Data ScienceDeep study of a not very deep neural network. Part 1: What’s in our dataIntroductionApr 28, 20184Apr 28, 20184
Rinat MaksutovThinking of predicting Stock Market Prices? I’m here to help with my Indicators Library for PythonOne of my colleagues once said, that the first thing that comes to mind for most people who realize that Artificial Neural Networks can be…Nov 22, 20171Nov 22, 20171
Rinat MaksutovRebus inside out — my first Android game publishedFor the last couple of months my blog has been abandoned. This happens when someone becomes so excited about his idea, that he forgets…Nov 15, 2017Nov 15, 2017
Rinat MaksutovConcept of the Week: Net salary calculator for those thinking of relocationLast winter, after about 3 years of working for my current employer, I decided that it’s time to, as they say, “take a new challenge”. And…Nov 15, 2017Nov 15, 2017