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116 search results found

Scala Numerical Optimization library

Awesome Nonconvex Optimization ⭐ 8

A collection of papers and readings for non-convex optimization

Trussoptimization2d ⭐ 8

Web-based design and optimization tool that uses real-time simulation feedback to inform the design process.

Colt18_yomi ⭐ 8

Read all papers accepted to COLT2018

Gradient_optimizers ⭐ 8

Python package for wrapping gradient optimizers for models in Theano

Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder ⭐ 7

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

Optimization For Data Science ⭐ 7

Optimization for Data Science Course

Optimizers for/and sklearn compatible Machine Learning models

Wgdg_demo ⭐ 7

Lensless imaging reconstruction code using Wirtinger gradient descent optimization

Goat Quantumcontrol ⭐ 7

Quantum Optimal Control-GOAT

Multiprocessor Algorithms for Nonlinear Gradient-free Optimization

Optimization ⭐ 7

Optimization Routines for codecentric blog articles

A Python implementation of the KGD optimization algorithm and accompanying experiments.

Pytorch Stats ⭐ 6

Code for the paper Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization

Gradient Descent ⭐ 6

gradient-descent is a package that contains different gradient-based algorithms. The package purpose is to facilitate the user experience when using optimization algorithms.

Convex Optimization ⭐ 6

Convex Optimization (class deliverables & assignments)

Learning And Statistical Optimization ⭐ 5

Reading Group on Learning Theory and Statistical Optimization

Optimizay ⭐ 5

collection of numerical optimization methods

Batch Norm Helps Optimization ⭐ 5

Reproduction of "How Does Batch Normalization Help Optimization?" paper

3d Vision ⭐ 5

Some 3D vision algorithms

c++ numerical optimization library with persistent state

Resilient Propagation (Rprop) optimization for Octave/MATLAB

Clemsonphd ⭐ 5

Code Related to my PhD Research

Ultrametric Fitting ⭐ 5

Ultrametric Fitting by Gradient Descent

Uncrowded Hypervolume ⭐ 5

Multi-objective optimization based on the Uncrowded Hypervolume

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