Gustavo Almeida's repositories
CNNOptimization
Using Particle Swarm Optimization (PSO) to Optimize a CNN (Convulsional Neural Network) - using an simple dataset (not using an image dataset)
skin_mnist
Analysis of Skin Cancer MNIST: HAM10000
AirplaneAgencyTestsApproach
As a student of Software Engineering I had a Tests and Quality Software course where I picked a previously developed project and implemented a group of tests. This tests was implemented with JUnit. Was applied different type of tests, like BVA, ECT, Graph Coverage, Data Flow and others.
audio-length-equalizer
A simple script used to re-create audios with a specific duration and with an incremental and uniform filename
baresip-with-audio
Baresip with audio support for OSX
breast_histopathology
Analysis of Breast Cancer Dataset.
Builder_Optimizer_Archicteture_AnyDataset
Generic architecture built to allow users to prepare and treat any dataset. It also allows the construction of models and their optimization.
Colorectal_Histopathology
Analysis of Colorectal Histology MNIST
featureSelectionDataset
Use of PSO and KMeans as optimization techniques in feature selection
fixed-length-audios-dataset
Project that brings audios with a uniform duration
handwrittenDigitsRecognition
Exploração deste problema, recorrendo a Machine Learning, e a alguns algortimos
lua-hiredis
Bindings for hiredis Redis-client library
opytimizer
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
PD-MAVEN-GRADLE
Seminário PD
ProjetoMestrado
Django Application for Biomedical Diagnostic, using computational evolution techniques.
rosenbrockOptimization
Comparison between PSO and ACO on rosenbrock function
TPSO
Trabalho Prático
TSP_HillClimbing
My approach to solving this problem
TSPVehicleRouteACO
Using Ant Colony Optimization to resolve a TSP problem