Rinat Maksutov – Medium

Rinat Maksutov

Rinat Maksutov
in
Towards Data Science

A puzzle for AI

How I taught AI to play 2048

18 min readOct 21, 2020

--

1

A puzzle for AI

--

1

Rinat Maksutov

Deep study of a not very deep neural network. Part 5: Dropout and Noise

In the previous experiments there were a few cases when the validation accuracy has been gradually declining after reaching some maximum…

6 min readJul 11, 2018

--

2

Deep study of a not very deep neural network. Part 5: Dropout and Noise

--

2

Rinat Maksutov

Deep study of a not very deep neural network. Part 4: How to find the right learning rate

In the previous parts of the series we discussed the training process from the perspective of activation functions and optimizers. And…

8 min readMay 29, 2018

--

1

Deep study of a not very deep neural network. Part 4: How to find the right learning rate

--

1

Rinat Maksutov

Deep study of a not very deep neural network. Part 3b: Choosing an optimizer

In this part we continue discussing optimizers. In the previous article I have shown on a very simple example how optimizers work and how…

8 min readMay 8, 2018

--

Deep study of a not very deep neural network. Part 3b: Choosing an optimizer

--

Rinat Maksutov

Deep study of a not very deep neural network. Part 3a: Optimizers overview

In the previous part we have seen, how different activation functions perform with RMSProp optimizer. Now we will test various optimizers…

10 min readMay 4, 2018

--

2

Deep study of a not very deep neural network. Part 3a: Optimizers overview

--

2

Rinat Maksutov
in
Towards Data Science

Deep study of a not very deep neural network. Part 2: Activation functions

This is the second part of the series, and this time we will explore activation functions. I assume that you already know, what is an…

13 min readMay 1, 2018

--

4

Deep study of a not very deep neural network. Part 2: Activation functions

--

4

Rinat Maksutov
in
Towards Data Science

Deep study of a not very deep neural network. Part 1: What’s in our data

Introduction

10 min readApr 28, 2018

--

4

Deep study of a not very deep neural network. Part 1: What’s in our data

--

4

Rinat Maksutov

Thinking of predicting Stock Market Prices? I’m here to help with my Indicators Library for Python

One of my colleagues once said, that the first thing that comes to mind for most people who realize that Artificial Neural Networks can be…

3 min readNov 22, 2017

--

1

--

1

Rinat Maksutov

Rebus inside out — my first Android game published

For the last couple of months my blog has been abandoned. This happens when someone becomes so excited about his idea, that he forgets…

6 min readNov 15, 2017

--

Rebus inside out — my first Android game published

--

Rinat Maksutov

Concept of the Week: Net salary calculator for those thinking of relocation

Last 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…

4 min readNov 15, 2017

--

Concept of the Week: Net salary calculator for those thinking of relocation

--

Rinat Maksutov

Rinat Maksutov

Technology consultant with experience in mobile and web development, artificial intelligence and systems architecture.

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams