Scientific Software
Updated 9 months ago

chemotools — Peer-reviewed • Rank 11.8 • Science 93%

chemotools: A Python Package that Integrates Chemometrics and scikit-learn - Published in JOSS (2024)

Updated 9 months ago

autokoopman • Rank 10.2 • Science 64%

AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.

Updated 9 months ago

https://github.com/alleninstitute/coupledae-patchseq • Rank 2.4 • Science 36%

Multimodal data alignment and cell type analysis with coupled autoencoders.

Updated 9 months ago

nn_temp_compression • Science 57%

This repository contains the program used to simulate the temporal compression scenarios discussed in my graduation project "Reduação de Dados em Redes de Sensores Utilizando Redes Neurais" and the Computer Networks Brazilian Symposium (SBRC) article "Autoencoders Assimétricos para Compressão de Dados IoT"..

Updated 9 months ago

wprautoencoders • Science 44%

This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.