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Data-Analysis-and-Machine-Learning-Projects rhiever

2.0k

6.0k

unknown

336

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

python data-science data-analysis ipython-notebook machine-learning evolutionary-algorithm

Created 2015-02-12

113 commits to master branch, last one 3 years ago

Evolutionary-Algorithm MorvanZhou

635

1.2k

mit

65

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Created 2017-07-15

39 commits to master branch, last one 6 months ago

Robyn facebookexperimental

323

1.1k

mit

56

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry throug...

mmm adstocking econometrics ridge-regression budget-allocation marketing-science cost-response-curve evolutionary-algorithm marketing-mix-modeling marketing-mix-modelling gradient-based-optimisation hyperparameter-optimization

Created 2020-04-30

1,199 commits to main branch, last one 29 days ago

self-parking-car-evolution trekhleb

80

717

mit

16

🧬 Training the car to do self-parking using a genetic algorithm

threejs cannonjs genetics three-js cannon-js self-driving-car genetic-algorithm evolutionary-algorithm evolutionary-algorithms

Created 2021-05-13

493 commits to master branch, last one about a year ago

invaderz victorqribeiro

52

709

mit

17

Space invaders, but the invaders evolve with genetic algorithm

game evolution javascript space-invaders genetic-algorithm evolutionary-algorithm

Created 2018-10-30

28 commits to master branch, last one 4 years ago

KaHIP KaHIP

93

373

mit

21

KaHIP -- Karlsruhe HIGH Quality Partitioning.

cpp graph python sharding algorithms partitioning load-balancer process-mapping graph-partitioning algorithm-engineering evolutionary-algorithm partitioning-algorithms edge-partitioning-algorithms

Created 2013-10-16

635 commits to master branch, last one about a month ago

sharpneat colgreen

95

369

other

41

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

ai neat evolution sharpneat neural-network neuroevolution neural-networks evolutionary-algorithm reinforcement-learning evolutionary-computation

Created 2016-02-06

1,438 commits to main branch, last one 5 months ago

geppy ShuhuaGao

74

197

lgpl-3.0

10

A framework for gene expression programming (an evolutionary algorithm) in Python

gep genetic-programming symbolic-regression system-identification evolutionary-algorithm evolutionary-computation gene-expression-programming

Created 2018-07-20

58 commits to master branch, last one about a year ago

bio_ik TAMS-Group

77

195

bsd-3-clause

15

MoveIt kinematics_base plugin based on particle optimization & GA

ros bio-ik moveit robotics ik-solver optimization robot-control genetic-algorithm inverse-kinematics convex-optimization robot-motion-planning evolutionary-algorithm artificial-intelligence non-convex-optimization particle-swarm-optimization

Created 2017-09-22

184 commits to master branch, last one 8 months ago

evol godatadriven

11

186

mit

6

a python grammar for evolutionary algorithms and heuristics

pythonic heuristics evolutionary-algorithm artificial-intelligence

Created 2017-07-15

496 commits to master branch, last one 2 years ago

sferes2 sferes2

36

159

other

23

A lightweight, generic C++11 framework for evolutionary computation

optimization-library evolutionary-robotics evolutionary-algorithm optimization-framework evolutionary-computation

Created 2014-04-14

265 commits to master branch, last one 3 years ago

mu8 soypat

5

120

bsd-2-clause

4

Genetic algorithm for unsupervised machine learning in Go.

go golang algorithm go-generics island-model optimization golang-generics machine-learning genetic-algorithm genetic-algorithms evolutionary-algorithm optimization-algorithms unsupervised-machine-learning

Created 2021-12-25

63 commits to main branch, last one about a year ago

brainforge csxeba

13

112

gpl-3.0

12

A Neural Networking library based on NumPy only

deep-learning machine-learning evolutionary-algorithm recurrent-neural-networks artificial-neural-networks convolutional-neural-networks

Created 2017-01-03

162 commits to master branch, last one 4 years ago

tiny_gp moshesipper

36

92

gpl-3.0

6

Tiny Genetic Programming in Python

python evolution evolutionary genetic-algorithm genetic-programming evolution-simulation evolutionary-algorithm evolutionary-algorithms evolutionary-computation tiny-genetic-programming genetic-programming-algorithm

Created 2019-02-22

64 commits to master branch, last one about a year ago

paradiseo nojhan

33

92

other

9

An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

cpp cpp17 solvers algorithm framework paradiseo optimization metaheuristics parallelization search-heuristics evolutionary-algorithm optimization-algorithms

Created 2013-01-11

5,479 commits to master branch, last one 2 months ago

stochopy keurfonluu

16

90

bsd-3-clause

7

Python library for stochastic numerical optimization

pso mcmc cmaes parallel differential-evolution evolutionary-algorithm stochastic-optimization

Created 2017-04-21

179 commits to master branch, last one about a year ago

DIgging opendilab

0

88

apache-2.0

2

Decision Intelligence for digging best parameters in target environment.

searching bayesian-optimization evolutionary-algorithm reinforcement-learning

Created 2022-08-16

55 commits to main branch, last one about a year ago

cgp-cnn sg-nm

27

75

mit

9

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

python chainer pytorch deep-learning genetic-algorithm evolutionary-algorithm

Created 2017-07-13

6 commits to master branch, last one 5 years ago

moead-py mbelmadani

26

74

lgpl-3.0

2

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

deap moead nsga-ii algorithm decomposition evolutionary-algorithm multiobjective-optimization

Created 2016-09-05

13 commits to master branch, last one about a year ago

CSE-Autoloss PerdonLiu

6

56

apache-2.0

2

Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.

automl loss-function object-detection evolutionary-algorithm

Created 2021-01-31

13 commits to main branch, last one 2 years ago

hego ccssmnn

6

54

mit

4

Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...

go tabu-search optimization genetic-algorithm simulated-annealing evolutionary-algorithm ant-colony-optimization optimization-algorithms particle-swarm-optimization

Created 2020-12-23

84 commits to master branch, last one 2 years ago

EDAspy VicentePerezSoloviev

7

40

mit

2

Estimation of Distribution algorithms Python package

boa egna emna keda pbil umda speda python time-series optimization bayesian-network machine-learning feature-selection feature-engineering gaussian-distribution hyperparameter-tuning evolutionary-algorithm continuous-optimization estimation-distribution-algorithm

Created 2020-06-01

185 commits to master branch, last one about a month ago

Applied-Machine-Learning-Course moshesipper

5

32

unknown

3

This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

course deeplearning deep-learning machinelearning machine-learning genetic-algorithm genetic-programming deep-neural-networks evolutionary-algorithm artificial-intelligence evolutionary-algorithms evolutionary-computation artificial-neural-networks machine-learning-algorithms

Created 2022-06-15

315 commits to main branch, last one 10 days ago