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lmlima's Projects

2022-ieee-la-cci-student-dropout icon 2022-ieee-la-cci-student-dropout

Official implementation of our 2022 IEEE LA-CCI paper Student Dropout Prediction using 1D CNN-LSTM with Variational Autoencoder Oversampling.

bracis2022-exploring-advances-for-sld icon bracis2022-exploring-advances-for-sld

Official implementation of our 2022 BRACIS Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets by Leandro M. de Lima and Renato A. Krohling. DOI: https://doi.org/10.1007/978-3-031-21689-3_21

chef-deploy_wrapper icon chef-deploy_wrapper

a definition for setting up ssh keys and wrapper scripts to use with deploy resources

dio-lab-open-source icon dio-lab-open-source

⚠LEIA A ISSUE FIXADA! Repositório do lab Contribuindo em um Projeto Open Source no GitHub da Digital Innovation One.

docker icon docker

Imagens Docker para o Portal de Serviços

dropoutrl icon dropoutrl

Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning

im_complementarydata_oralleukoplakia icon im_complementarydata_oralleukoplakia

Official repository for code from the paper "On the importance of complementary data to histopathological image analysis of oral leukoplakia and carcinoma using deep neural networks".

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

neptune-contrib icon neptune-contrib

Tools, helpers and everything else that helps you work with Neptune.

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

transformer icon transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

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