ECJ is a freeware evolutionary computation research system written in Java. It is a framework that supports a variety of evolutionary computation techniques, such as genetic algorithms, genetic programming, evolution strategies, coevolution, particle swarm optimization, and differential evolution. The framework models iterative evolutionary processes using a series of pipelines arranged to connect one or more subpopulations of individuals with selection, breeding (such as crossover, and mutation operators that produce new individuals. The framework is open source and is distributed under the Academic Free License. ECJ was created by Sean Luke, a computer science professor at George Mason University, and is maintained by Sean Luke and a variety of contributors. Features (listed from ECJ's project page): General Features: * GUI with charting * Platform-independent checkpointing and logging * Hierarchical parameter files * Multithreading * Mersenne Twister Random Number Generators * Abstractions for implementing a variety of EC forms. EC Features: * Asynchronous island models over TCP/IP * Master/Slave evaluation over multiple processors * Genetic Algorithms/Programming style Steady State and Generational evolution, with or without Elitism * Evolutionary-Strategies style (mu, lambda) and (mu+lambda) evolution * Very flexible breeding architecture * Many selection operators * Multiple subpopulations and species * Inter-subpopulation exchanges * Reading populations from files * Single- and Multi-population coevolution * SPEA2 multiobjective optimization * Particle Swarm Optimization * Differential Evolution * Spatially embedded evolutionary algorithms * Hooks for other multiobjective optimization methods * Packages for parsimony pressure GP Tree Representations: * Set-based Strongly Typed Genetic Programming * Ephemeral Random Constants * Automatically Defined Functions and Automatically Defined Macros * Multiple tree forests * Six tree-creation algorithms * Extensive set of GP breeding operators * Seven pre-done GP application problem domains (ant, regression, multiplexer, lawnmower, parity, two-box, edge) Vector (GA/ES) Representations: * Fixed-Length and Variable-Length Genomes * Arbitrary representations * Five pre-done vector application problem domains (sum, rosenbrock, sphere, step, noisy-quartic) Other Representations: * NEAT * Multiset-based genomes in the rule package, for evolving Pitt-approach rulesets or other set-based representations. (Wikipedia).
Learn how to read key-value pairs from a text file into a HashMap.
From playlist Intermediate Java
Java Tutorial for Beginners to Expert [Full Course - 2020]
This is the latest #Java Programming tutorial for beginners to expert. Along the way you will learn everything you need to know about java programming. Java is a general-purpose programming language that is class-based, object-oriented, and designed to have as few implementation dependenc
From playlist Programming
Javascript Tutorial For Beginners - #3 Javascript Functions Tutorial
This Javascript tutorial covers functions in Javascript. Functions are a great way to store your code in reusable pieces of Javascript code that can be run at any time. This is a Free Javascript Course designed for beginners. These Javascript lessons cover the basics of Javascript and p
From playlist Javascript Tutorial For Beginners
Java Constructors and overloading
More videos like this online at http://www.theurbanpenguin.com In this video we look at how we can use constructors defined within out Java class files to help instantiate object. Constructors can call methods and populate fields based on arguments passed through at instantiation. We can
From playlist Java
Get the Code Here: http://goo.gl/srwIf Welcome to my Java Hash Table tutorial. A Hash Table is a data structure offers fast insertion and searching capabilities. The negative is that they are limited in size because they are based on arrays. They are also hard to order. People get confus
From playlist Java Algorithms
Intro to Java Programming - Course for Absolute Beginners
Java is a general-purpose programming language. Learn how to program in Java in this full tutorial course. This is a complete Java course meant for absolute beginners. No prior programming experience is required. Course created by Tech with Tim. Check out his channel: https://www.youtube.
From playlist Java Tutorials
An Interview with Matthew Russell
An interview with Damian Conway, author of Perl Hacks and Perl Best Practices Perl Best Practices.
From playlist O'Reilly Interviews
Builidng a Custom Voice-Based Virtual Assistant Using NVIDIA Conversational AI Framework and Rasa
This video talks about how building a virtual assistant is a challenging task, and adding voice support can make it furthermore complicated. Creating human-like conversations requires speech recognition, language understanding, and speech synthesis models to run at low latency while delive
From playlist Level 3 AI Assistant Conference 2021
How to Create JSP Page in eclipse | JSP Tutorial | Java Tutoial | Edureka
( Java Training - https://www.edureka.co/java-j2ee-training-course ) JavaServer Pages (JSP) is a server-side programming technology that enables the creation of dynamic, platform-independent method for building Web-based applications. JSP have access to the entire family of Java APIs, inc
From playlist Java Tutorial For Beginners | Edureka
JAVA 02 Creating your first program
More videos like this online at http://www.theurbanpenguin.com This is the second in a series of lessons where we enter the world of Java programming. This is our first Java program that starts at hello world and then changes to display the hello message with the user name. It is designed
From playlist Java
Statistical Rethinking 2023 - 16 - Gaussian Processes
Course: https://github.com/rmcelreath/stat_rethinking_2023 Intro music: https://www.youtube.com/watch?v=_3XGEsDSInM Outline 00:00 Introduction 02:37 Oceanic spatial confounds 09:54 Gaussian processes 24:26 Oceanic Gaussian process 33:51 Pause 34:37 Phylogenetic regression 1:18:39 Summary
From playlist Statistical Rethinking 2023
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/ Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/ Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/ Ray has become a popular framework for implementing dis
From playlist NLP Summit 2020
Deploy Java Web Application in AWS Elastic Beanstalk | AWS Tutorial for Beginners | Edureka
** Edureka AWS Architect Certification Training - https://www.edureka.co/aws-certification-training ** This Edureka video shows how to deploy a java web application in AWS using AWS Elastic Beanstalk. It also describes the advantages of using AWS for this purpose. The topics that we will c
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Rails Conf 2013 Natural Language Processing with Ruby by Brandon Black
The field of natural language processing and the many topics encompassed within it (summarization, full-text search, sentiment analysis, content categorization, etc.) is one of fastest growing, most complex and most highly demanded knowledge sets in the software industry today. From spell
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Stanza: A Multi-lingual Multi-domain Python Natural Language Processing Toolkit | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/ Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/ Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/ The growing availability of open-source natural languag
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An introduction to WebAssembly
Want to write a web application? Better get familiar with JavaScript. JavaScript has long been the king of front-end. While there have been various attempts to dethrone it, they have typically involved treating JavaScript as an assembly-language analog that you transpile your code to. This
From playlist WebAssembly
Designing Interactions that Combine Pen, Paper, and PC
October 5, 2007 lecture by Ron Yeh for the Stanford University Human-Computer Interaction Seminar (CS 547). Pen and paper are powerful tools for visualizing designs, penning music, and communicating through art and written language. This pairing provides many benefits -it is mobile, flexib
From playlist Course | Human-Computer Interaction Seminar (2007-2008)
Get the Code Here: http://goo.gl/O8184l Welcome to my Java sort algorithm tutorial. Here I will cover all of the elementary sorting algorithms : Bubble, Selection and Insertion sort. I also created a new method we can use to analyze the arrays so we can learn how the sorts work. I want t
From playlist Java Algorithms
Top 10 Java Frameworks in 2022 | Spring, Hibernate, Struts, GWT,JSF | Java Training | Edureka
** Java Certification Training: https://www.edureka.co/java-j2ee-training-course ** This Edureka's “Top 10 Java Frameworks in 2022” will give you a brief introduction to the top 10 Java frameworks in use. Through this video, you will learn the following topics: What is Java Frameworks?
From playlist Java Tutorial For Beginners | Edureka