opt4jModular Java framework for meta-heuristic optimization
Stars: ✭ 25 (-43.18%)
Optimized-MDVRP"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.
Stars: ✭ 30 (-31.82%)
Awesome Deep NeuroevolutionA collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
Stars: ✭ 150 (+240.91%)
HypernetsA General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Stars: ✭ 221 (+402.27%)
MealpyA collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
Stars: ✭ 72 (+63.64%)
MAP-ElitesPython implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
Stars: ✭ 38 (-13.64%)
Pygmo2A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 134 (+204.55%)
DrugExDeep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology
Stars: ✭ 128 (+190.91%)
Applying eannsA 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Stars: ✭ 1,093 (+2384.09%)
ruck🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
Stars: ✭ 50 (+13.64%)
BoleroBehavior Optimization and Learning for Robots
Stars: ✭ 39 (-11.36%)
WatchmakerThe Watchmaker Framework for Evolutionary Computation
Stars: ✭ 189 (+329.55%)
cgp-cnn-designUsing Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture
Stars: ✭ 25 (-43.18%)
Gym FxForex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Stars: ✭ 151 (+243.18%)
Moo-GBTLibrary for Multi-objective optimization in Gradient Boosted Trees
Stars: ✭ 63 (+43.18%)
PGMORL[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
Stars: ✭ 68 (+54.55%)
Novelty Search LiveMusical Novelty Search: Evolutionary Algorithms + Ableton Live
Stars: ✭ 75 (+70.45%)
GARIGARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Stars: ✭ 41 (-6.82%)
EvvoSolve multi-objective optimization problems with distributed evolutionary algorithms
Stars: ✭ 61 (+38.64%)
ldcaSelf-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)
Stars: ✭ 43 (-2.27%)
Nsganetv2[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Stars: ✭ 52 (+18.18%)
Nsga2 MatlabA very fast, 90% vectorized, NSGA-II algorithm in matlab.
Stars: ✭ 40 (-9.09%)
Eaopt🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Stars: ✭ 718 (+1531.82%)
datafsmMachine Learning Finite State Machine Models from Data with Genetic Algorithms
Stars: ✭ 14 (-68.18%)
Pagmo2A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 540 (+1127.27%)
EvostraA fast Evolution Strategy implementation in Python
Stars: ✭ 227 (+415.91%)
vOptGeneric.jlSolver of multiobjective linear optimization problems (MOMIP, MOLP, MOIP, MOCO): generic part
Stars: ✭ 21 (-52.27%)
Sparse Evolutionary Artificial Neural NetworksAlways sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Stars: ✭ 182 (+313.64%)
biteoptDerivative-Free Optimization Method for Global Optimization (C++)
Stars: ✭ 91 (+106.82%)
EvoskeletonOfficial project website for the CVPR 2020 paper (Oral Presentation) "Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data"
Stars: ✭ 154 (+250%)
Harris-Hawks-Optimization-Algorithm-and-ApplicationsSource codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
Stars: ✭ 31 (-29.55%)
EvomasterA tool for automatically generating system-level test cases. Currently targeting REST APIs.
Stars: ✭ 151 (+243.18%)
BluepyoptBlue Brain Python Optimisation Library
Stars: ✭ 143 (+225%)
Fruit-APIA Universal Deep Reinforcement Learning Framework
Stars: ✭ 61 (+38.64%)
Evolutionary.jlEvolutionary & genetic algorithms for Julia
Stars: ✭ 142 (+222.73%)
exactEXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
Stars: ✭ 43 (-2.27%)
YaboxYet another black-box optimization library for Python
Stars: ✭ 103 (+134.09%)
open-boxGeneralized and Efficient Blackbox Optimization System.
Stars: ✭ 64 (+45.45%)
DarwinEvolutionary Algorithms Framework
Stars: ✭ 72 (+63.64%)
arjaMulti-Objective GP for Automated Repair of Java
Stars: ✭ 31 (-29.55%)
PyribsA bare-bones Python library for quality diversity optimization.
Stars: ✭ 66 (+50%)
GendisContains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Stars: ✭ 59 (+34.09%)
NeuroMechFlyA neuromechanical model of adult Drosophila melanogaster.
Stars: ✭ 29 (-34.09%)
DistributedesDistributed implementation of popular evolutionary methods
Stars: ✭ 56 (+27.27%)
Metaheuristics.jlHigh-performance metaheuristics for optimization coded purely in Julia.
Stars: ✭ 144 (+227.27%)
GeatpyEvolutionary algorithm toolbox and framework with high performance for Python
Stars: ✭ 990 (+2150%)
SimpleGPSimple Genetic Programming for Symbolic Regression in Python3
Stars: ✭ 20 (-54.55%)
JeneticsJenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
Stars: ✭ 616 (+1300%)
triangulaGenerate high-quality triangulated and polygonal art from images.
Stars: ✭ 3,775 (+8479.55%)
PlatemoEvolutionary multi-objective optimization platform
Stars: ✭ 454 (+931.82%)
vitaVita - Genetic Programming Framework
Stars: ✭ 24 (-45.45%)
geneticalgorithm2Supported highly optimized and flexible genetic algorithm package for python
Stars: ✭ 36 (-18.18%)
EvOLuTIoNA simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes
Stars: ✭ 44 (+0%)
Circle EvolutionEvolutionary Art Using Circles in Python
Stars: ✭ 237 (+438.64%)