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Mar 25, 2015 - Python
stochastic-optimization
Here are 57 public repositories matching this topic...
Tests convergence of various estimators. In particular, PD and SF/REINFORCE are tested for gaussian and bernoulli latent variables and Synthetic gradients are tested in MNIST Classification (DNI).
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Aug 17, 2017 - Python
Simple evolutionary computation for the course Data Design Nature Inspired Computing
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Sep 2, 2017 - Python
StochOPy WebApp is hosted online at
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Dec 11, 2017 - Python
StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.
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Apr 4, 2018 - Python
Stochastic search based CASH optimizer
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Apr 21, 2018 - Python
Application for global optimization of multiextremal nondifferentiable functions.
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May 22, 2018 - Python
Algorithm for solving stochastic multi-objective optimization problem
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Jul 14, 2018 - Python
Algorithm of selective averaging of coordinates (SAC)
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Sep 7, 2018 - Python
Library for global optimization of multiextremal nondifferentiable functions.
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Nov 22, 2018 - Python
Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)
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Mar 9, 2019 - Python
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
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Mar 23, 2019 - Python
Particle Swarm Optimization algorithm
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Feb 8, 2020 - Python
Simulated Annealing algorithm
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Feb 8, 2020 - Python
reading SMPS files in Python (A Python package for reading SMPS files using GUROBI optimizer objects)
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Apr 20, 2020 - Python
Particle Swarm Optimization Python implementation
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May 6, 2020 - Python
stochastic adaptive cubic regularization method with negative curvature
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May 7, 2020 - Python
Some work I did for an interview for a job as a data scientist optimisation specialist
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Jul 22, 2020 - Python
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