sgalella

Barcelona

Pinned Repositories

AntColonyTSP
Ant colony algorithm for solving the TSP.
Language:MATLAB10
Autoencoder
Autoencoder implementation in TensorFlow for dimensionality reduction.
Language:Jupyter Notebook00
BashScripts
Collection of different bash scripts.
Language:Shell00
BeesAlgorithm
Implementation of the BA for solving minimization problems.
Language:Jupyter Notebook30
BiologicalNeuralModels
Implementation of different biological neuron models.
Language:Jupyter Notebook22
EvolutionOfCooperation
Implementation of strategies for the iterated prisioner's dilemma.
Language:Jupyter Notebook20
FishSchoolSearch
Implementation of the fish school optimization algorithm.
Language:Jupyter Notebook21
GeometricArt
Hill-climbing optimization for representing images using semitransparent geometric shapes.
Language:Python20
MultilayerPerceptron
MATLAB implementation of a feedforward neural network.
Language:MATLAB10
WeaselProgram
Modified implementation of the weasel program described by Richard Dawkins.
Language:C1 2 00

sgalella's Repositories

sgalella/BeesAlgorithm
Implementation of the BA for solving minimization problems.
Language:Jupyter Notebook30
sgalella/BiologicalNeuralModels
Implementation of different biological neuron models.
Language:Jupyter Notebook22
sgalella/EvolutionOfCooperation
Implementation of strategies for the iterated prisioner's dilemma.
Language:Jupyter Notebook20
sgalella/FishSchoolSearch
Implementation of the fish school optimization algorithm.
Language:Jupyter Notebook21
sgalella/GeometricArt
Hill-climbing optimization for representing images using semitransparent geometric shapes.
Language:Python20
sgalella/AntColonyTSP
Ant colony algorithm for solving the TSP.
Language:MATLAB10
sgalella/Autoencoder
Autoencoder implementation in TensorFlow for dimensionality reduction.
Language:Jupyter Notebook00
sgalella/BiomorphMutation
Generation of organism-like shapes using mutation.
Language:Python
sgalella/CellularAutomata
Cellular automata implemented in NetLogo.
Language:NetLogo
sgalella/Chatbot
Template for a conversational virtual agent.
Language:JavaScript
sgalella/ConvolutionalAutoencoder
Convolutional autoencoder implementation in TensorFlow for image denoising.
Language:Jupyter Notebook
sgalella/CuckooSearch
Implementation of the cuckoo search (CS).
Language:Python
sgalella/DynamicalModels
Model of different dynamical systems.
Language:NetLogo
sgalella/EpidemiologicalModels
Simulation of different epidemic models.
Language:NetLogo
sgalella/GeneticNQueens
Genetic algorithm to solve the n queens problem.
Language:Python
sgalella/GeneticTSP
Genetic algorithm for solving the TSP.
Language:Python
sgalella/InformationTheory
Implementation of different Information Theory measures.
Language:Jupyter Notebook
sgalella/IterativeRL
Policy iteration and value iteration for gridworld.
Language:Python
sgalella/kArmedBandit
Code for the multi-armed bandits problem.
Language:Jupyter Notebook
sgalella/KohonenNetwork
Self-organizing map (SOM) for visualizing multidimensional data in a 2D grid.
Language:Python
sgalella/MonteCarloPi
Calculates the value of pi using Monte Carlo methods.
Language:MATLAB
sgalella/MRISegmentation
Deep learning model to segment abnormalities in MRI images.
Language:Python
sgalella/OnPolicyControl
Action-value function approximation for on-policy control.
Language:Python
sgalella/ParticleSwarmOptimization
Implementation of the particle swarm optimization (PSO) algorithm.
Language:Python
sgalella/RecurrentNeuralNetworks
Implementation of different recurrent neural networks.
Language:Jupyter Notebook
sgalella/sgalella.github.io
My portfolio.
Language:CSS
sgalella/SimulatedAnnealing
Simulated annealing for finding the maximum of a function.
Language:Jupyter Notebook
sgalella/SnakeAI
Implementation of A* to play snake.
Language:Python
sgalella/SudokuSolver
Sudoku solver using backtracking.
Language:MATLAB
sgalella/XOR-NeuralNetwork
Genetic algorithm to train a 3-layer neural network for predicting the binary exclusive OR (XOR) gate.
Language:Python