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Rafael Menelau Oliveira e Cruz's Projects

baggingds icon baggingds

Repository for the Python code for the algorithms in the article "An investigation into the effects of label noise on Dynamic Selection algorithms".

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deslib icon deslib

A Python library for dynamic classifier and ensemble selection. Note that this repository is just a fork. The original repository is hosted on scikit-learn-contrib: https://github.com/scikit-learn-contrib/DESlib

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

gti770-student-framework icon gti770-student-framework

Student framework to realize the four labs of École de technologie supérieure's GTI770-Systèmes intelligents et apprentissage machine course.

hate-speech-mcs icon hate-speech-mcs

Official implementation of the paper "Selecting and combining complementary feature representations and classifiers for hate speech detection"

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

leo icon leo

Implementation of Meta-Learning with Latent Embedding Optimization

ludwig icon ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

manim icon manim

Animation engine for explanatory math videos

menelau.github.io icon menelau.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlrs-pds icon mlrs-pds

Meta-learning recommendation system for pool generation scheme and dynamic ensemble selection algorithm

nasbot icon nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

pt-map icon pt-map

A Few-Shot classification algorithm

pycma icon pycma

Python implementation of CMA-ES

pymfe icon pymfe

Python Meta-Feature Extractor package.

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

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