# Category Algorithms

## Colony of ants to find the shortest route

In our blog article Graphs – Finding optimal routes we introduced the use of graphs to find optimal routes. This time, we will study a technique to solve this problem that is inspired by the behavior of ant colonies. In…

## Convolutional Neural Networks applied to the game Hungry Geese

Hungry Geese is a version of the mythical game “Snake”, but with geese, so that multiple agents compete against each other with the goal of surviving longer. This game was born in a Kaggle competition, developed between January 26, 2021 and…

## Principal Component Analysis: Implementation in Python

Previously in our blog, we published an article in which, as an introduction, we explained the mathematical basis behind PCA: Principal Component Analysis: A brief mathematical introduction. In this second part, we will leave the theoretical part and look at…

## Pathways: Google’s new multi-sensory AI

Progress in the field of artificial intelligence in recent years is undeniable. The frenetic race of technological giants to achieve more accurate models is causing AI to be increasingly present in our daily lives. From computer vision models that manage…

## Principal Component Analysis: A brief mathematical introduction

Introduction Many times the datasets we have available contain a high number of variables and what we are looking for is to be able to explain the relationship between the variables. We can reduce the dimensionality of the dataset by…

## Creating a convolutional network with Tensorflow

Introduction They say that a picture is worth a thousand words, but being able to interpret them and extract relevant information from them is worth much more. To carry out this purpose, artificial intelligence provides us with very interesting tools. …

## Demand forecasting and dynamic pricing

Damavis demand forecasting model and dynamic pricing strategy

## Dynamic programming and the Fibonacci series

A dynamic programming implementation for solving the Fibonacci series

## Simple Perceptron: Python implementation

Python implementation of the simple perceptron

## Simple perceptron: Mathematical definition and properties

Simple perceptron: Mathematical definition and properties