What if you want to connect your unity project and connect it to your database. For instance, you have a set of users and a set of skills...

It is paradoxical, yet true, to say, that the more we know, the more ignorant we become in the absolute sense, for it is only through...

This post is inspired by the Burton DeWilde's article (Intro to Automatic Keyphrase Extraction). In his post he gives an excellent...

How often we have a fully normalized dataset with almost equal number of instances per class? In a real-world cases with data collected...

If you are reading this article then you have probably already faced this issue while running your oversampling experiment. Here I share...

And here we go : the ending part of our series. Here we are going to implement the error correction using Hamming code. Brief recap...

In this article we are going to create a simple noise generator to set up our future experiment. As we have seen before, the main goal of...

There is a strong debate on the issue of usefulness/uselessness of Windows for datascience. While the majority of Python packages work...

This article is the logical suit of the previous article devoted to error correction. The goal is create an error correction algorithm...

Here's the 5th step of our introduction to the Information Theory. In this article we are going to cover the techniques that enable...

In previous article we implemented Huffman algorithm. Here is a brief summary of the previous article Given (Input) A set of symbols and...

Prefix codes Prefix codes (sometimes called "prefix-free codes“) is a type of code system (typically a variable-length code)...

This is the second article from the series of short articles devoted to the Information Theory. Conditional Entropy Conditional entropy...

Introduction This article is the first part of a series of articles devoted to the study of the Information Theory, step by step. In this...

In our previous article we described how to detect intruders (textual anomalies) in topics sent by LDA represented as a multinomial...

There are plenty of usage scenarios when a data scientist wants his scripts (written in Python or R) to be executed automatically. One...

One of the anomalies in our case is the terms that are less coherent with the other words in the same distribution. For instance, in...

This article is the logical conclusion of our previous article on automatic topic labeling. As the discussed task is too subjective and...

Context One of the anomalies in our case is the terms that are less coherent with the other words in the same distribution. For instance,...

As topic modeling has increasingly attracted interest from researchers there exists plenty of algorithms that produce a distribution over...