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20 search results found

Optimization Python ⭐ 156

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

Cr Sparse ⭐ 70

Functional models and algorithms for sparse signal processing

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

Optimization Fivt ⭐ 59

Lectures on optimization methods

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.

Convex Optimization Class ⭐ 36

APPM 5630 at CU Boulder

Info Retrieval ⭐ 25

Information Retrieval in High Dimensional Data (class deliverables)

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

Seminars Fivt ⭐ 21

Seminars on optimization methods for DIHT MIPT

Pydata London 2018 ⭐ 20

Slides and notebooks for my tutorial at PyData London 2018

Optimisation Python ⭐ 18

A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.

Labs and homeworks done during the Master Mathematics, Vision, Learning (MVA) at ENS Paris-Saclay.

GNC to land a model rocket using TVC and a solid motor.

Turbomachinery Rotors Balancing ⭐ 13

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

SLfRank: Shinnar-Le-Roux Pulse Design using Rank Factorization

Msai Optimization ⭐ 8

Optimization course for MSAI at MIPT

Advanced Opt ⭐ 8

Presentations of the advanced topics in optimization

Computational Intelligence Slides Fall 2020 ⭐ 6

This is a course materials for the Fall 2020 class on Computational Intelligence (with a heavy focus on Linear Algebra and Convex Optimization tools, according to the needs of the student curriculum)

Final project of Convex Optimization II to solve AC Optimal Power Flow with convex relaxations

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