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Luciano Dourado's Projects

awesome-go icon awesome-go

A curated list of awesome Go frameworks, libraries and software

clusteringanalysis icon clusteringanalysis

Using k-means clustering approaches to reduce intraclass variability. We have assessed a traditional clustering pipeline (feature extraction + dimensionality reduction with AE's + K-Means).

contextual icon contextual

Implementation of a re-ranking algorithm using Contextual Spaces based on KNN

continentality icon continentality

Predicting average temperatures through regression for the state of Bahia

contrastive_loss icon contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

fangorn icon fangorn

Using decision trees to predict air bnb prices

ijepa icon ijepa

Codebase for finetuning the I-JEPA (Image-based Joint-Embedding Predictive Architecture). First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

song-analysis icon song-analysis

Analyzing brazilian popular music "complexity" over the decades

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