sgalella Goto Github PK
Name: Santi Galella
Type: User
Location: Barcelona
Santi Galella's Projects
antcolonytsp
Ant colony algorithm for solving the TSP.
autoencoder
Autoencoder implementation in TensorFlow for dimensionality reduction.
bashscripts
Collection of different bash scripts.
beesalgorithm
Implementation of the BA for solving minimization problems.
biologicalneuralmodels
Implementation of different biological neuron models.
biomorphmutation
Generation of organism-like shapes using mutation.
cellularautomata
Cellular automata implemented in NetLogo.
chatbot
Template for a conversational virtual agent.
convolutionalautoencoder
Convolutional autoencoder implementation in TensorFlow for image denoising.
cuckoosearch
Implementation of the cuckoo search (CS).
datastructures
Library of data structures.
digitrecognizer
Interface to visualize CNN predictions of digits drawn by the user.
dynamicalmodels
Model of different dynamical systems.
epidemiologicalmodels
Simulation of different epidemic models.
evolutionofcooperation
Implementation of strategies for the iterated prisioner's dilemma.
fishschoolsearch
Implementation of the fish school optimization algorithm.
geneticnqueens
Genetic algorithm to solve the n queens problem.
genetictsp
Genetic algorithm for solving the TSP.
geometricart
Hill-climbing optimization for representing images using semitransparent geometric shapes.
informationtheory
Implementation of different Information Theory measures.
iterativerl
Policy iteration and value iteration for gridworld.
karmedbandit
Code for the multi-armed bandits problem.
kohonennetwork
Self-organizing map (SOM) for visualizing multidimensional data in a 2D grid.
middleearth-namegenerator
Neural network to generate new character names from Tolkien's Middle-earth.
montecarlopi
Calculates the value of pi using Monte Carlo methods.
mrisegmentation
Deep learning model to segment abnormalities in MRI images.
multilayerperceptron
MATLAB implementation of a feedforward neural network.
onpolicycontrol
Action-value function approximation for on-policy control.
particleswarmoptimization
Implementation of the particle swarm optimization (PSO) algorithm.
pathfindingalgorithms
Collection of different search algorithms.
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