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Top 29 convex-optimization open source projects

Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression

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Jupyter Notebook python pytorch ridge-regression admm convex-optimization lasso-regression

Deep-Learning-Optimization-Algorithms

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

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Jupyter Notebook deep-learning pytorch adadelta optimization-algorithms convex-optimization stochastic-gradient-descent saddlepoint-approximation adamoptimizer non-convex-optimization

The Operator Splitting QP Solver

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C++c CMake python HTML SCSS ruby machine-learning control optimization svm solver portfolio-optimization numerical-optimization quadratic-programming convex-optimization model-predictive-control

MoveIt kinematics_base plugin based on particle optimization & GA

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C++CMake robotics optimization genetic-algorithm artificial-intelligence ros inverse-kinematics moveit robot-control evolutionary-algorithm ik-solver convex-optimization particle-swarm-optimization robot-motion-planning non-convex-optimization bio-ik

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

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C++fortran python CMake c Cuda neural-networks convex-optimization meta-learning learning-to-learn nonconvex-optimization learning-to-optimize

Convex optimization for java and scala, built on Apache Commons Math

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java scala HTML optimization linear-programming constraint-programming optimization-algorithms quadratic-programming convex-optimization commons-math convex-programming

awesome-nn-optimization

Awesome list for Neural Network Optimization methods.

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awesome deep-learning neural-network optimization continuation awesome-list dynamical-systems convex-optimization bifurcation generalization curriculum-learning local-minima non-convex-optimization loss-surface convergence-analysis

FirstOrderSolvers.jl

Large scale convex optimization solvers in julia

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julia solver optimization-algorithms convex-optimization

Optimization sample codes on Python

✭ 20

python Jupyter Notebook shell optimization convex-optimization

Functional models and algorithms for sparse signal processing

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Jupyter Notebook python functional-programming sparse-linear-systems convex-optimization linear-operators compressive-sensing wavelets sparse-representations jax l1-regularization first-order-conic-solvers

analisis-numerico-computo-cientifico

Análisis numérico y cómputo científico

✭ 42

Jupyter Notebook HTML docker kubernetes aws machine-learning binder openmp mpi cuda cloud-computing blas tensor lapack convex-optimization matrix-computations google-colab

A collection of Benchmark functions for numerical optimization problems (https://opfunu.readthedocs.io)

Joint-User-Association-and-In-band-Backhaul-Scheduling-and-in-5G-mmWave-Networks

Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks," European Wireless 2016; 22th European Wireless Conference, Oulu, Finland, 2016, pp. 1-6. URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7499273&isnumber=7499250

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matlab optimization optimization-tools convex-optimization mmwave interference 5g massive-mimo small-cell interference-mitigation 5g-heterogeneous-networks

Semidefinite programming optimization solver

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julia matlab optimization solver sdp semidefinite-programming convex-optimization conic-programs

A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.

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C++CMake optimization nonlinear-programming convex-optimization riemannian-optimization

portfolio allocation js

A JavaScript library to allocate and optimize financial portfolios.

Seminars on optimization methods for DIHT MIPT

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Jupyter Notebook tutorials numerical-optimization convex-optimization

A Perspective-n-Points-and-Lines method.

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python computer-vision points registration lines 3d convex-optimization pose-estimation pose 6dof convex 2d-3d 2d-3d-correspondences 6d 6dof-pose absolute-pose

FlexBox is a fexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond.

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matlab TeX M cuda image-processing optimization-tools convex-optimization

Pycsou is a Python 3 package for solving linear inverse problems with state-of-the-art proximal algorithms. The software implements in a highly modular way the main building blocks -cost functionals, penalty terms and linear operators- of generic penalised convex optimisation problems.

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python penalty proximal-algorithms inverse-problems convex-optimization loss-functions linear-operators cost-function matrix-free pycsou

Information Retrieval in High Dimensional Data (class deliverables)

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Jupyter Notebook python svm embeddings neural-networks logistic-regression principal-component-analysis convex-optimization linear-discriminant-analysis kernel-trick

A course on Optimization Methods

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Jupyter Notebook TeX mipt colab optimization-methods seminar numerical-optimization convex-optimization

pydata-london-2018

Slides and notebooks for my tutorial at PyData London 2018

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Jupyter Notebook TeX tutorial deep-learning optimization pydata linear-programming survival-analysis gradient-descent quadratic-programming convex-optimization elastic-net stochastic-gradient-descent maximum-likelihood-estimation quantile-regression multilayer-perceptron

Wolfram Language interface to the Gurobi numerical optimization library

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C++Mathematica CMake c optimization minimization gurobi numerical-methods numerical-optimization optimization-algorithms optimization-library convex-optimization numerical-modelling wolfram-language convex gurobi-library gurobi-optimization gurobi-solver

Source code for the examples accompanying the paper "Learning convex optimization control policies."

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Jupyter Notebook learning control-systems convex-optimization differentiable-programming

Making your benchmark of optimization algorithms simple and open

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python javascript CSS HTML r shell machine-learning optimization optimization-algorithms convex-optimization julialang r-lang

MathOptSetDistances.jl

Distances to sets for MathOptInterface

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julia optimization jump convex-optimization mathematical-optimization

convex-optimization-class

APPM 5630 at CU Boulder

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Jupyter Notebook TeX python matlab convex-optimization cu-boulder

convex-optimization-for-all.github.io

모두를 위한 컨백스 최적화

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CSS HTML ruby convex-optimization korean-docs

1-29 of 29 convex-optimization projects