Genetic Algorithms starter kit for Swift

Programming, Swift
Idea of GA is pretty simple, we are trying to “grow” solution, using natural selection mechanism, similar to one used by nature to create better live beings. Sounds easy? In fact it is easy, especially in Swift. Tip: aim of this post is not to introduce into the GA topic in general, so i can suggest to visit below sources to get some basic knowledge before going further (it will be much easier to understand what’s going on): https://en.wikipedia.org/wiki/Genetic_algorithm https://www.tutorialspoint.com/genetic_algorithms/index.htm Time to show some code. I decided to build some kind of simple starter kit with implementation of the simplest version of genetic algorithm in Swift, it is trying to find out sequence of integers. Code is structured (i believe) in a pretty generic way, so you can fork/copy it and…
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AI Weekly 6 April 2018

AI Weekly
Hi! New AI Weekly is here! This week was really great for AI industry, at first it’s definitely worth to watch all videos from TensorFlow Dev Summit 2018. From general news, Apple has hired Google’s chief of search and artificial intelligence, John Giannandrea and Google employees have signed a letter protesting the company’s involvement in a Pentagon program. There are also 2 interesting papers, which were published, especially the one about The Tsetlin Machine, which seems to be interesting alternative for neural networks. If you are developer i strongly recommend taking part in OpenAI Retro Contest, which will be really fun, of course that’s not all... just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL Google Workers Urge C.E.O. to…
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AI Weekly 30 Mar 2018

AI Weekly
[embed]https://youtu.be/QYosfBUL51E[/embed] Hi! New AI Weekly is here! This week brought us only a couple significant news, but hey TensorFlow Dev Summit 2018 just started, so next weekly will be full of awesome news for developers, i’m sure 😉 Going back to past week, Google released Cloud Text-to-Speech, which now allows everyone to use text-to-speech synthesis with DeepMind WaveNet technology, check it out as the quality is impressive. DeepMind published paper explaining how they tried to learn artificial agents to generate images without any labeled data. In this weekly you will also find a great article about Monte Carlo Tree Search and a lot more... just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL AI can spot signs of Alzheimer’s before your family does - Earlier…
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AI Weekly 23 Mar 2018

AI Weekly
[embed]https://youtu.be/JOBsvxRUMz8[/embed] Hi! New AI Weekly is here! This week brought us sad news about first victim of autonomous car. On the other hand Baidu released huge self-driving dataset to let others work on autonomous driving technology and improve it. DARPA announced that they want to use AI to design new parts for military. This week was also great because of 2 significant papers which were published, one comparing random search with reinforcement learning and second explaining how to understand neural network by neuron deletion. Of course that’s not all… just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL How the AI cloud could produce the richest companies ever - Amazon, Google, and Microsoft all want to dominate the business of providing…
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AI Weekly 16 Mar 2018

AI Weekly
Hi! New AI Weekly is here! This week was really good and brought us new Developer Survey Results, with chapter devoted to AI, it’s definitely worth reading, also Microsoft claimed that they have created Chinese to English translator with the same quality and accuracy as a person, which would be a breakthrough achievement. Of course there are great articles from Google Research, one about Evolutionary AutoML to Discover Neural Network Architectures and second about technology behind the Motion Photos in Pixel 2. That was also great week for programmers, but to not make this introduction longer i will only suggest to check this section if you want to find out how faceID in iPhone X works… ok enough of intro, just enjoy your weekend reading other AI news and don’t…
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AI Weekly 9 Mar 2018

AI Weekly
Hi! New AI Weekly is here! This week brought us great articles about use of AI in Healthcare and in programming, there is also awesome explanation about what and how NN understands it’s input data. For prof. Andrew Ng fans there are also great notes from Deep Learning courses… wow that was really cool week, but that’s not all of course… just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL Artificial Intelligence and Machine Learning for Healthcare - Artificial Intelligence (AI), machine learning, and deep learning are taking the healthcare industry by storm. They are not pie in the sky technologies any longer; they are practical tools that can help companies optimize their service provision, improve the standard of care,…
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AI Weekly 2 Mar 2018

AI Weekly
Hi! New AI Weekly is here! This week brought us couple great articles, definitely worth reading is the first from series about Harvard progress in AI, their robots are really amazing. Also worth to mention that Google announced online Machine Learning Course, it looks really promising and is must check this week. That’s not all of course… just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL  An AI just beat top lawyers at their own game - The nation’s top lawyers recently battled artificial intelligence in a competition to interpret contracts — and they lost. A new study, conducted by legal AI platform LawGeex in consultation with law professors from Stanford University, Duke University School of Law, and University of…
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AI Weekly 23 Feb 2018

Non classé
Hi! New AI Weekly is here! This week brought us couple very interesting papers from Baidu, Google and OpenAI, all of them are really worth reading! There are also cool videos to watch, especially the series published by Institute for Pure & Applied Mathematics provides lot of useful knowledge. That’s not all of course… just enjoy your weekend reading other AI news and don’t forget to share it with your friends ;) GENERAL 10 BREAKTHROUGH TECHNOLOGIES 2018 - Dueling neural networks. Artificial embryos. AI in the cloud. MIT Technology Review prepared annual list of the 10 technology advances they think will shape the way we work and live now and for years to come. http://bit.ly/2CFU9r4 A Dozen Times Artificial Intelligence Startled The World - The best uses of Generative Models and how…
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