ramonssouza Goto Github PK

landscape-ecology-labs

Landscape Ecology labs

landscapen

Repo for tools to calculate landscape metrics in Google Earth Engine

lc_mapping_sensitivity

Scripts to test optimal spectral predictors across different ecoregions

lcmap-ard-gap-filler

learning-deep-learning

Paper reading notes on Deep Learning and Machine Learning

lst_landsat

Landsat Land Surface Temperature (LST) Retrieval – Google Earth Engine (GEE) Implementation

lulc-keras

Land Use and Land Cover (LULC) Classification using Convolutional Neural Networks and Transfer Learning

manjaro-xfce-postinstall

My Manjaro XFCE post-install scripts for kernel updates, drivers and software

mann-kendall-test_sens-slope

Python codes used in climate research

mapbiomas-brazil.github.io

List of all Mapbiomas repositories

mediumarticles

Sample of Python codes from mathematical problems

mexico

Digital Soil Mapping in Mexico

multitask_learning_keras

mux-batch-import

Import a list of videos to Mux with ease 📹🔥

ncov2019

query stats of infected coronavirus cases

ogh_summer_school_2020

Material for the session "Introduction to Deep Learning in R for the analysis of UAV-based remote sensing data"

opengeohub_2019

Ressources for the session on machine learning and remote sensing at the OpenGeoHub Summer school in Münster 2019

peregrine

R package to work on the RuG Peregrine cluster

pga_lstm

Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling

pgnn

Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling

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

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

post_install_arch

predictive-soil-mapping

predictivesoilmapping

Predictive Soil Mapping with R (book)

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.

pure_python_theil_sen

A pure-Python (Jython-compatible!) implementation of the Theil-Sen estimator for robust line fitting.

pyclipsm

PyCLiPSM - Harnessing Heterogeneous Computing Resources on CPUs and GPUs for Accelerated Digital Soil Mapping