Ml From ScratchPython implementations of some of the fundamental Machine Learning models and algorithms from scratch.
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genetic-algorithmsThis repository belongs to the youtube videos "What are Genetic Algorithms" (https://youtu.be/uQj5UNhCPuo) and "Genetic Algorithm from Scratch in Python" (https://youtu.be/nhT56blfRpE). If you haven't seen it, please consider watching part one of this series, to get a better understanding of this code.
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tiny gpTiny Genetic Programming in Python
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pikaiaModern Fortran Edition of the Pikaia Genetic Algorithm
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GAAn R package for optimization using genetic algorithms
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async-geneticA blazing fast parameters optimiser by genetic algorithm
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Car SimulatorAutonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.
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gene-oracleFeature extraction algorithm for genomic data
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OptimisationAlgorithmsSearching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm
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qpmadROS-compatible Eigen-based Goldfarb-Idnani quadratic programming solver
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NeuroEvolution-Flappy-BirdA comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python
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SmileStatistical Machine Intelligence & Learning Engine
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reactive-traderIn the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.
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Fmin Unconstrained function minimization in Javascript
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gaSimple genetic algorithms in Go
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NeuralGeneticBuilding and training artificial neural networks (regression or classification) using the genetic algorithm.
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csmath-2021This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju
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Iamdinosaur🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
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freqgen🎯 Generate DNA sequences with specified amino acid, codon, and k-mer frequencies
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procrustesPython library for finding the optimal transformation(s) that makes two matrices as close as possible to each other.
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carAI-Demo使用浅层神经网络和遗传算法训练一个可以自动驾驶小车的Demo
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JeneticsJenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
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iraceIterated Racing for Automatic Algorithm Configuration
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Seating ChartOptimizing a Wedding Reception Seating Chart Using a Genetic Algorithm
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rBASImplementation of the (beetle antennae search) BAS algorithm and its mutations in R code
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SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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ForBESGeneric and efficient MATLAB solver for nonsmooth optimization problems
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VariationalNeuralAnnealingA variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
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Performance-Estimation-ToolboxCode of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.
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wargamestwo soldiers shooting at each other, controlled by a neural network with a genetic algorithm.
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GeneticalgorithmpythonSource code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
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GurobiLinkWolfram Language interface to the Gurobi numerical optimization library
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ML-Optimizers-JAXToy implementations of some popular ML optimizers using Python/JAX
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paper-simulationLet's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
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Smart-Algorithm智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现
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naturalselectionA general-purpose pythonic genetic algorithm.
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binlexA Binary Genetic Traits Lexer Framework
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hyper-enginePython library for Bayesian hyper-parameters optimization
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Cppnumericalsolversa lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)
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Dist KerasDistributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
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car-racingA toolkit for testing control and planning algorithm for car racing.
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EcosimAn interactive ecosystem and evolution simulator written in C and OpenGL, for GNU/Linux.
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recmapDraw your own Rectangular Statistical Cartogram - CRAN package
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