stochastic-optimization topic

List stochastic-optimization repositories

InfiniteOpt.jl

229
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An intuitive modeling interface for infinite-dimensional optimization problems.

pygmo2

411
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55
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A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

SDDP.jl

280
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59
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Stochastic Dual Dynamic Programming in Julia

RSOpt

59
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22
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Riemannian stochastic optimization algorithms: Version 1.0.3

DSP

78
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24
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An open-source parallel optimization solver for structured mixed-integer programming

psgd_torch

98
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7
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Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

stochopy

89
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16
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Python library for stochastic numerical optimization

Hive

107
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50
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Artificial Bee Colony Algorithm in Python.

StochasticOptimalTransport.jl

16
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2
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Julia implementation of stochastic optimization algorithms for large-scale optimal transport.

Positive-Negative-Momentum

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[ICML 2021] The official PyTorch Implementations of Positive-Negative Momentum Optimizers.