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João Victor Abdala Tupinambá's Projects

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

Repositório do lab "Contribuindo em um Projeto Open Source no GitHub" da Digital Innovation One.

kennard-stone-mahalanobis icon kennard-stone-mahalanobis

As Tensorflow Kennard-Stone algorithmin uses euclidean distances, the need for an adaptation arrises when dealing with a big vector space that has unknown correlations between its variables, it may improve a lot neural networks performance.

reactor-modeling-simulation icon reactor-modeling-simulation

Mathematical modeling of an Continuous Stirred Tank Reactor, followed by a Design of Experiments for initial parameters and Simulation

reactor_nn icon reactor_nn

Using Colab, Tensorflow, Keras-Tuner and Sklearn to train a NN capable of predicting a Continuous Stirred Tank Reactor thermal runaway

vertical_condenser icon vertical_condenser

Neste script foi feito a simulação da condensação da amônia em um trocador Casco e Tubo, passando pelos tubos, e água de resfriamento pelo casco. Utilizando a relação de Boyko-Kruzhilin.

wines-dataset icon wines-dataset

In this repository it is applied PCA and LDA of the classic wines dataset, we'll be later discussing results and applying ML algorithmins using different metrics to separete train/test data.

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