Renato Hermoza Aragonés

fastai_scans. Fastai extension to work with 3d medical images

3D-ORGAN. Code for paper: "3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network"

RpSalWeaklyDet. Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"

bayesian-opt. Examples on how to use bayesian optimization using scikit-optimize

ClassificationUncertainty. Fastai implementation of Evidential Deep Learning to Quantify Classification Uncertainty

gcn. Graph convolutions on pytorch

matrix_profile. Matrix profile algorithm to analize time series

peru_news. Gathering headlines from main newspapers webpages from Perú using git actions

interactive_class. Interact with students while you teach

axum_websockets. Rust

CASurv. Code for paper "Censor-aware semi-supervised learning for survival time prediction from medical images"

ContrastiveLoss. Supervised Constrastive Loss implementation using fastai+pytorch

pucp_bootcamp_202401. PUCP bootcamp 2024

posthocOS. Code for paper: "Post-hoc Overall Survival Time Prediction from Brain MRI"

stn. Spatial Transformer Networks implementation using fastai+pytorch

codes. Python

interactive_scrapper. Rust

synonyms-cli. Rust

covid2019. Visualization regarding covid data

DENN. A framework to experiment with Evolutionary Algorithms inpired by fastai.

waimlap2017. WAIMLAP2017 deep learning tutorial

generic-dcgan. Jupyter Notebook