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Search results for python convex optimization

convex-optimization x

36 search results found

Deepdow ⭐ 790

Portfolio optimization with deep learning.

Cvxportfolio ⭐ 717

Portfolio optimization and back-testing.

Skfolio ⭐ 699

Python library for portfolio optimization built on top of scikit-learn

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Input Convex Neural Networks

Optimization Python ⭐ 156

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

Pyunlocbox ⭐ 107

A Python convex optimization package using proximal splitting methods

Srrescgan ⭐ 83

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

Scientific Computational Imaging COde

A collection of Benchmark functions for numerical optimization problems

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

Liboptpy ⭐ 51

Implementation of various optimization methods

An Proximal Interior Point Quadratic Programming solver

Analisis Numerico Computo Cientifico ⭐ 43

Análisis numérico y cómputo científico

Deep Learning Optimization Algorithms ⭐ 37

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

Bayesian Optimization ⭐ 31

Reference implementation of Optimistic Expected Improvement.

Markowitz Portfolio Optimization ⭐ 22

Markowitz portfolio optimization on synthetic and real stocks

Irs_mimo_underlayspectrumsharing ⭐ 14

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.

Hybrid_ista ⭐ 14

Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks

Turbomachinery Rotors Balancing ⭐ 13

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

Pyoptsamples ⭐ 13

Optimization sample codes on Python

Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization

Lossless convexification new results (mixed-integer problems)

MICO: Mutual Information and Conic Optimization for feature selection

Image Inpainting ⭐ 9

Inpainting via convex optimization.

Multi Purpose Mpc ⭐ 9

Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance

Python package for linear and quadratic programming

Optimizers for/and sklearn compatible Machine Learning models

Rehline Python ⭐ 7

Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence

Value-gradient iteration for convex stochastic control

ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography

Svm Graphcut ⭐ 6

Interactive image segmentation with Markov random fields and GraphCut.

Sdpa Python ⭐ 6

Python 3 Wrapper for SDPA (SemiDefinite Programming Algorithm)

Optimus Primal ⭐ 5

Light weight primal dual solver

Robust Open Chromatin Detection via Convex Optimization: Consensus Peak Calling for ATAC-seq

Transition Analysis ⭐ 5

Code for "Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization" NIME 2021

Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.

Revs Admm ⭐ 5

Distributed approach of scheduling residential EV charging to maintain reliability of power distribution grids.

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