AppGym - Android Apps as Reinforcement Learning Environment

Is it possible to use mobile apps as a training ground for your RL agents? You might need a tad bit more than sugar, spice and everything nice to do it. »
Author's profile picture Venelin Valkov on data-science

How to get Code Coverage during Manual Testing for Android App

Are you stuck trying to do some manual testing and get the code coverage from it? Here is a simple (but somewhat barebone) solution to that problem. »
Author's profile picture Venelin Valkov on dev

TensorFlow for Hackers - Part II

In this one, you will build a Neural Network which tries to decide whether or not a student has drinking problem. Will you get good accuracy from the model? »
Author's profile picture Venelin Valkov on data-science

What to do when data is missing? - Part II

Let's use a Deep Autoencoder to impute missing categorical data from a dataset describing physical characteristics of mushrooms. How well can we do it? Let's try it with Keras in Python. »
Author's profile picture Venelin Valkov on data-science

TensorFlow for Hackers - Part I

Learning TensorFlow is easy and fun! Want to learn more about Machine Learning and Deep Learning in a practical and hands-on approach using TensorFlow? Let's start with a simple linear regression. »
Author's profile picture Venelin Valkov on data science