Ramon Santos Souza's repositories
archcraft-bspwm
// Configuration : Bspwm
awesome-multi-task-learning
2021 up-to-date list of papers on Multi-Task Learning (MTL), mainly for Computer Vision.
bspwm-dots
Ozoz dotfiles for bspwm
ciencia-de-dados
Esse repositório contém notebooks em Python relacionados ao curso de Ciência de Dados.
cnn-regression
A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.
code
Compilation of R and Python programming codes
DeepLearningInteractiveVis
Interactive visualization of 3D CNN relevance maps
eo-learn
Earth observation processing framework for machine learning in Python
GDM
Generalized Dissimilarity Modelling - Ferrier et al. 2007
Hyperspectral-Classification
Hyperspectral-Classification Pytorch
kuenm
kuenm: An R package for detailed calibration and construction of Maxent Ecological Niche Models.
land-use-classification-using-encoder-decoder-lstm
Biweekly mapping of land use and land cover using MODIS time series (MOD13Q1) and LSTM Neural Networks.
mapbiomas-brazil.github.io
List of all Mapbiomas repositories
mux-batch-import
Import a list of videos to Mux with ease 📹🔥
ogh_summer_school_2020
Material for the session "Introduction to Deep Learning in R for the analysis of UAV-based remote sensing data"
peregrine
R package to work on the RuG Peregrine cluster
PhyCNN
Physics-guided Convolutional Neural Network
phygnn
physics-guided neural networks (phygnn)
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Pulmonary-Nodule-Detection-Based-on-Deep-Learning
Using U-net, 3D CNN and cGAN to accomplish Pulmonary Nodule Detection. Also it's my undergraduate research program.
Python-Send_WhatsApp
Automação de Whatsapp com Python
r-sdm
Repository to build SDMs
RicePAL
codes for RS paper: Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal
sciann
Deep learning for Engineers - Physics Informed Deep Learning
shap
A game theoretic approach to explain the output of any machine learning model.
tensorflow-som
A multi-gpu implementation of the self-organizing map in TensorFlow