optimization
Projects with this topic
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Machine Learning Basics - implementation of: loss functions (cross entropy loss, L1 loss, L2 loss, hinge loss), regularizations (L1 regularizer, L2 regularizer, early stopping), gradient check, optimizers, training a simple deep model.
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A salary modeling tool based on summary statistics that are publicly available in Lithuania.
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This program solves the Evaluation Exercises for the course TÉCNICAS COMPUTACIONALES Y CÁLCULO NUMÉRICO in the EMTCCM.
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This repo contains the code and documentation of the project realized for the Natural Computation course, developed during my Master's Degree course in Computer Engineering.
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Minimize the sum of pair distances for a system of particles N-space. This project is to approximate the smallest sum of pair distances among particles, where distances are calculated pairwise and every particle is the only counted once
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Single-file pure-python Genetic Algorithm python library.
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SciPy extension modules for general purpose steady-state solvers and optimizations for differential state-equations!
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Python project to automatically schedule classes and assign rooms for the Mathecamp Augsburg.
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Projeto com o objetivo de buscar uma solução para o Dilema dos Prisioneiros através de Algoritmo Genético.
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Arcabouço (Framework) de um Algoritmo Genético.
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Unified interface for hyperparams / black box optimizers
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This is a personal project demonstrating the application of Test-Driven Development (TDD) for various mathematical models, optimizations, and control systems.
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Irene is a python package that aims to be a toolkit for global optimisation problems that can be realised algebraically. It generalises Lasserre's Relaxation method to handle theoretically any optimisation problem with bounded feasibility set. The method is based on solutions of generalised truncated moment problem over commutative real algebras.
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Originally written to solve systems of integro-differential equations via collocation method in arbitrary number of variables. The current implementation of the method is based on a finite dimensional orthogonal system of functions.
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Python app that solves Shortest Path problems on real OSM maps.
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