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esa / pagmo2

Star 652

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

python optimization genetic-algorithm parallel-computing python3 artificial-intelligence evolutionary-algorithms multi-objective-optimization optimization-methods optimization-tools optimization-algorithms parallel-processing evolutionary-strategy stochastic-optimizers metaheuristics pagmo
  • Updated Jun 27, 2022
  • C++

esa / pygmo2

Star 237
Open

Make types uniform in the Python exposition

Sceki
Sceki commented Jun 9, 2019

Some problems/algorithms seem to have an inconsistent python exposition in terms of types.

For instance, in ../src/problems/dtlz.cpp we have:

dtlz::dtlz(unsigned prob_id, vector_double::size_type dim, vector_double::size_type fdim, unsigned alpha)

But in the ../pygmo/expose_problems_0.cpp it is exposed as:

dtlz_p.def(bp::init<unsigned, unsigned, unsigned, unsigned>

I

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bug good first issue
zoofs

jaswinder9051998 / zoofs

Star 142

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

python machine-learning optimization genetic-algorithm machine-learning-algorithms feature-selection supervised-learning evolutionary-algorithms machinelearning optimization-methods optimization-tools optimization-algorithms particle-swarm-optimization subset-selection particle-swarm grey-wolf-optimizer grey-wolf
  • Updated May 4, 2022
  • Python
biteopt

avaneev / biteopt

Star 87

Derivative-Free Optimization Method for Global Optimization (C++)

c-plus-plus deep-learning cpp optimization genetic-algorithm artificial-intelligence evolutionary-algorithms constraint-programming optimization-methods differential-evolution optimization-tools nelder-mead optimization-algorithms hyper-parameters stochastic-optimizers metaheuristics mixed-integer-programming stochastic-optimization-algorithms biteopt probabilistic-computing
  • Updated Jul 4, 2022
  • C++

harshraj11584 / Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

Star 19

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

adadelta momentum gradient-descent optimization-methods optimization-algorithms adam adagrad rmsprop gradient-descent-algorithm stochastic-optimizers stochastic-gradient-descent gradient-boosting adam-optimizer adamax stochastic-optimization batch-gradient-descent nesterov-accelerated-sgd amsgrad nesterov-momentum nadam
  • Updated Mar 23, 2019
  • Python

MagedMohamedTurk / Turbomachinery-Rotors-Balancing

Star 9

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

optimization linear-regression linear-programming jupyter-notebook python-script python3 compressor optimization-methods semidefinite-programming optimization-algorithms linear-models cvxpy convex-optimization turbine mixed-integer-programming least-square-regression lmi rotor-dynamic rotor-blades cvxpy-python-library
  • Updated May 15, 2022
  • Python

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