non-convex-optimization | Topic | Ecosyste.ms: Repos

Topic: "non-convex-optimization"

abess-team/skscope

skscope: Sparse-Constrained OPtimization via itErative-solvers

Language: Python - Size: 23.2 MB - Last synced at: 2 days ago - Pushed at: 7 months ago - Stars: 332 - Forks: 15

MinghuiChen43/awesome-deep-phenomena

A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

Size: 17.3 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 323 - Forks: 12

lanl-ansi/Alpine.jl

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

Language: Julia - Size: 5.48 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 246 - Forks: 41

TAMS-Group/bio_ik

MoveIt kinematics_base plugin based on particle optimization & GA

Language: C++ - Size: 1.25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 215 - Forks: 83

thieu1995/opfunu

A collection of Benchmark functions for numerical optimization problems

Language: Python - Size: 20.2 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 149 - Forks: 40

harsh306/awesome-nn-optimization

Awesome list for Neural Network Optimization methods.

Size: 202 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 79 - Forks: 11

wubaoyuan/Lpbox-ADMM

A generic optimization method for any integer programming problem

Language: MATLAB - Size: 47.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 14

mynkpl1998/Deep-Learning-Optimization-Algorithms

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

Language: Jupyter Notebook - Size: 82.5 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 53 - Forks: 7

wanxinjin/Safe-PDP

Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.

Language: Python - Size: 25.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 6

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 19

hongyanz/multibranch

Codes for the paper "Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex"

Language: Python - Size: 1.32 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 19 - Forks: 1

fouratifares/ECP

Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants

Language: Jupyter Notebook - Size: 515 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 15 - Forks: 0

vkumar-ucd/IRS_MIMO_UnderlaySpectrumSharing

Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 7

vkumar-ucd/EffectiveSecrecyRate

Simulation code for "On the Secrecy Rate under Statistical QoS Provisioning for RIS-assisted MISO Wiretap Channel," by V. Kumar, M. F. Flanagan, D. W. Kwan Ng, and L. -N. Tran, IEEE Global Communications Conference (GLOBECOM), 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685957.

Language: Python - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

KonstantinRiedl/CBOGlobalConvergenceAnalysis

Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

Language: MATLAB - Size: 18.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 3

matthieumeo/pyoneer

Pyoneer is a Python 3 package for the continuous recovery of non-bandlimited periodic signals with finite rates of innovation (e.g. Dirac streams) from generalised measurements.

Language: Python - Size: 4.82 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 2

mmahesh/cocain-bpg-matrix-factorization

New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB

Language: Python - Size: 4.59 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

hcherkaoui/pybold

Semi-blind deconvolution for fMRI (BOLD signal)

Language: Python - Size: 176 KB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 2

yukai-yang/zoomgrid

an R package implementing the grid search optimization algorithm with a zoom

Language: R - Size: 173 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 0

KonstantinRiedl/PSOAnalysis

Numerical analysis of Particle Swarm Optimization (PSO) and numerical experiments demonstrating the practicability of the method

Language: MATLAB - Size: 4.73 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1

Algorithmic-Alignment-Lab/sco_py

Sequential Convex Optimization for TAMP problems with multiple backend solvers!

Language: Python - Size: 238 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

anishacharya/DeLiCoCo-IEEE-Transactions

In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.

Language: Python - Size: 8.82 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

mmahesh/cocain-bpg-escapes-spurious-stationary-points

CoCaIn BPG escapes Spurious Stationary Points

Language: Python - Size: 5.99 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

mmahesh/cocain-bpg-phase-retrieval

Fast Inertial Algorithm for Phase Retrieval

Language: Python - Size: 1.6 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

saqib1707/MultiAgent-Pursuer-Evader-Problem

This repository contains the work done as part of my B.Tech Project

Language: Python - Size: 386 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

anirban-code-to-live/line2vec

Information network edge representation learning using edge-to-vertex dual graphs (a.k.a line graph). In addition to that, an optimisation problem is solved efficiently to generate the edge embeddings.

Language: Python - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

AhmadTaheri2021/Balanced-TLBO

A Balanced Teaching Learning Based Optimization Algorithm. This project was developed under supervision of Dr. Keyvan RahimiZadeh and in collabotion with Prof. R. Venkata Rao.

Language: C++ - Size: 3.28 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

riccardocadei/adahessian

Discussion of advantages and disadvantages of AdaHessian, a state-of-the-art Second Order Methods over First Order Methods on a Non-Convex Optimization Problem (digits classification on MNIST database using ResNet18). - @ EPFL

Language: Jupyter Notebook - Size: 1.2 GB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Antonio12gkn71/underlayer

My personal, go-to template to create safe, robust and functional cross-protocol blockchains with built in EVM compatibility.

Size: 1.95 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Alexandro-Biz24/Non-differentiable_non-convex-optimization

Exploring how stochastic gradient descent behaves on non-convex loss surfaces — insights for optimization in finance and deep learning.

Language: Jupyter Notebook - Size: 328 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

rahimi-mohammad/Multi-cell-NOMA-wireless-network

Language: MATLAB - Size: 3.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

amkatrutsa/dl-opt

Tutorials on optimizers for deep neural networks

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PRISHIta123/Scheduling_Algorithms_for_Water_Dam_Controller

Contains code for RL and NES scheduling algorithms to optimize a flood control problem in a water dam

Language: Python - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Hands-On-Fraud-Analytics/Chapter-18-Classification-Techniques-For-Fraud-Detection

Classification-Techniques-For-Fraud-Detection

Language: Jupyter Notebook - Size: 7.47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nagarx/Optimizing_Non_Convex_Functions_using_Particle_Swarm_Optimizer

A cutting-edge implementation of Particle Swarm Optimization (PSO) tailored for navigating and optimizing complex non-convex functions. This project encapsulates an advanced algorithmic approach, leveraging swarm intelligence to efficiently converge on global minima in multimodal landscapes.

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0