Search This Blog

AiAge - Artificial Intelligence AGe

AiAge will provide readers with articles related to artificial intelligence and deep learning. AiAge will discuss and explains AI and DL concepts and make a clear explanation of interesting topics giving you the basis for starting in these fields.

Introduction to Federated Learning - KDnuggets

Get link
Facebook
X
Pinterest
Email
Other Apps

September 08, 2020

Introduction to Federated Learning - KDnuggets: Federated learning means enabling on-device training, model personalization, and more. Read more about it in this article.

Get link
Facebook
X
Pinterest
Email
Other Apps

Comments

Genetic Algorithm (PyGAD) Plays CoinTex Game

July 09, 2020

CoinTex is an open-source cross-platform multi-level adventure game developed in Python using Kivy. CoinTex is available for Android at Google Play: https://play.google.com/store/apps/details?id=coin.tex.cointexreactfast&hl=en To pass a level in CoinTex, the player has to collect all the randomly distributed coins while avoiding collision with the monsters and the fires. The monsters are moved randomly. Using only the genetic algorithm (GA) without any machine/deep learning algorithms, a game playing agent is created that plays CoinTex like a professional. The agent is able to stand even in complex levels with many coins, monsters, and fires. The GA is implemented using a Python 3 library named PyGAD. Find its documentation here to get started: https://pygad.readthedocs.io . Install PyGAD using pip: pip install pygad The source code of CoinTex at GitHub: https://github.com/ahmedfgad/CoinTex The source code of the genetic algorithm agent: https://github.com/ahmedfgad/CoinTe...

Feature Reduction using Genetic Algorithm with Python

March 29, 2019

This tutorial discusses how to use the genetic algorithm (GA) for reducing the feature vector extracted from the Fruits360 dataset in Python mainly using NumPy and Sklearn. Feature Reduction using Genetic Algorithm with Python

Optimizing the Levenshtein Distance for Measuring Text Similarity - KDnuggets

October 18, 2020

Optimizing the Levenshtein Distance for Measuring Text Similarity - KDnuggets : For speeding up the calculation of the Levenshtein distance, this tutorial works on calculating using a vector rather than a matrix, which saves a lot of time. We’ll be coding in Java for this implementation.

Labels

AI
Artificial Intelligence
Deep Learning
DL
Machine Learning
ML