stochastic-optimization topic
InfiniteOpt.jl
An intuitive modeling interface for infinite-dimensional optimization problems.
pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
SDDP.jl
Stochastic Dual Dynamic Programming in Julia
RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
DSP
An open-source parallel optimization solver for structured mixed-integer programming
psgd_torch
Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)
stochopy
Python library for stochastic numerical optimization
Hive
Artificial Bee Colony Algorithm in Python.
StochasticOptimalTransport.jl
Julia implementation of stochastic optimization algorithms for large-scale optimal transport.
Positive-Negative-Momentum
[ICML 2021] The official PyTorch Implementations of Positive-Negative Momentum Optimizers.