Meng Lu's repositories
OpenGeoHub2020
course materials for OpenGeoHub2020
uncertainty
uncertainty assessment
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
catalyst
Accelerated deep learning R&D
EGU2021
materials for EGU2021
exageostat
A High Performance Unified Framework for Geostatistics on Manycore Systems.
gcn
Implementation of Graph Convolutional Networks in TensorFlow
geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and folium
geomoph_scripts
scripts for water, costal geomophological classification
geospatial-data-download-sites
This is the repo for open source geospatial data download sites.
global-mapping
map no2 globally, a step forward from modelling
Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Machine-Learning-Collection
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
mobiairpaper
technical paper
mobileAP
study of sampling using modeled no2 from ggogle carview, ams, from Joel
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
probai-2022
Materials of the Nordic Probabilistic AI School 2022.
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Uncertainty_paper
paper
uu_ml
Machine Learning for Utrecht University
waaden
DL and ML with OBIA for geomorphological classification