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PyBrain

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  Analyzed about 1 month ago

PyBrain is a modular Machine Learning Library for Python. It's goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms. PyBrain is short for Python-Based Reinforcement Learning ... [More] , Artificial Intelligence and Neural Network Library. It's the Swiss army knife for machine learning and neural networking. [Less]

37.1K lines of code

0 current contributors

over 7 years since last commit

6 users on Open Hub

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5.0
 
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Mostly written in Python
Licenses: bsd
Tags actorcritic artificial_intelligence c++ cma computationalintelligence convolutionalnetwork evolutionarycomputation evolutionstrategy games geneticalgorithm geneticalgorithms gradientdescent 19 more...

Evolving Objects

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  Analyzed about 1 month ago

EO is a template-based, ANSI-C++ evolutionary computation library which helps you to write your own stochastic optimization algorithms insanely fast. With the help of EO, you can easily design evolutionary algorithms that will find solutions to virtually all kind of hard optimization problems ... [More] , from continuous to combinatorial ones. Designing an algorithm with EO consists in choosing what components you want to use for your specific needs, just as building a structure with Lego blocks. [Less]

60.4K lines of code

0 current contributors

over 12 years since last commit

6 users on Open Hub

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5.0
 
0 Reviews
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Mostly written in C++
Licenses: lgpl
Tags ai artificial-intelligence artificial_intelligence artificialintelligence c++ cma combinatorial_optimization combinatorialoptimization computationalintelligence cplusplus c++templates evolutionalgorithm 39 more...

deap

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  Analyzed about 1 month ago

DEAP is a novel evolutionary computation framework for rapid prototyping and testing of ideas. It seeks to make algorithms explicit and data structures transparent. It works in perfect harmony with parallelization mechanism such as multiprocessing and SCOOP. The following documentation presents the ... [More] key concepts and many features to build your own evolutions. [Less]

11.9K lines of code

8 current contributors

3 months since last commit

1 users on Open Hub

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0.0
 
0 Reviews
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Mostly written in Python
Licenses: lgpl3
Tags evolutionarycomputing geneticalgorithms geneticprogramming particleswarmoptimization python

vita

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Vita is a scalable, high performance C++ genetic programming / genetic algorithms framework. It's suitable for classification, symbolic regression, content base image retrieval, data mining and agent control.

0 lines of code

0 current contributors

0 since last commit

1 users on Open Hub

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0.0
 
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Mostly written in language not available
Licenses: mozilla_p...
Tags ai artificial_intelligence artificialintelligence c++ c++11 classification differential_evolution differentialevolution evolutionary_algorithms evolutionaryalgorithms genetic_algorithms geneticalgorithms 5 more...

MOEA Framework

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  Analyzed about 1 month ago

The MOEA Framework is an open source Java library for developing and experimenting with multiobjective evolutionary algorithms (MOEAs) and other general-purpose optimization algorithms and metaheuristics. A number of algorithms are provided out-of-the-box, including NSGA-II, ε-MOEA, GDE3 and MOEA/D. ... [More] In addition, third-party tools like JMetal and PISA directly integrate with the MOEA Framework. The MOEA Framework targets an academic audience, providing the resources necessary to rapidly design, develop, execute and statistically test optimization algorithms. This includes over 40 test problems from the literature, and a suite of statistical tools for comparing and analyzing algorithm performance. [Less]

82.8K lines of code

1 current contributors

3 months since last commit

1 users on Open Hub

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5.0
 
0 Reviews
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Mostly written in Java
Licenses: lgpl3
Tags ai algorithms artificial-intelligence artificial_intelligence artificialintelligence combinatorial_optimization combinatorialoptimization evolutionalgorithm evolutionary evolutionary-algorithm evolutionaryalgorithm evolutionary-algorithms 36 more...

Genetic Automaton Learner (GAL)

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  Analyzed about 1 month ago

Learn Finite State Automata that generalize over a set of training instances. This is an (incomplete) implementation of GAL, the Genetic Automaton Learner as defined in Chapter 5 of Belz (2000). The point of this code is to learn a FSA that *generalizes* from a set of positive examples. (If ... [More] you just want to cover exactly the input, you can use any existing package for doing FSA minimization.) The input file is in text format, one sequence per line, the alphabet will be induced by tokens separated by white-spaces. [Less]

1.14K lines of code

0 current contributors

over 14 years since last commit

1 users on Open Hub

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0.0
 
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Mostly written in Java
Licenses: gpl
Tags finitestateautomata finitestatemachine fsm geneticalgorithms java learner

jmona

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  Analyzed about 1 month ago

A Java framework for evolutionary algorithms.

17K lines of code

0 current contributors

over 14 years since last commit

0 users on Open Hub

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0.0
 
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Mostly written in Java
Licenses: gpl3
Tags evolutionaryalgorithms evolutionarycomputing geneticalgorithms geneticprogramming java maven2 optimization spring

ECJ

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  Analyzed about 1 month ago

An efficient, stable research evolutionary computation and genetic programming research toolkit written in Java. Download at the ECJ Home Page, not here. This is an old repository. For the latest CVS repository, go to the ECJ repository at java.dev

135K lines of code

0 current contributors

over 14 years since last commit

0 users on Open Hub

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0.0
 
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Mostly written in Java
Licenses: No declared licenses
Tags evolutionarycomputing geneticalgorithms geneticprogramming java

Quilë

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  Analyzed about 1 month ago

C++ genetic algorithms scientific library

4.53K lines of code

0 current contributors

over 1 year since last commit

0 users on Open Hub

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0.0
 
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Mostly written in C++
Licenses: mit
Tags c++ C++ cplusplus genetic-algorithm genetic_algorithm geneticalgorithm genetic-algorithms genetic_algorithms geneticalgorithms headerlibrary header-only header_only 8 more...