sonthuybacha's repositories
100-Days-Of-ML-Code
100 Days of ML Coding
30DayMapChallenge
Official repo for the #30DayMapChallenge data visualization project. Open to everyone!
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
awesome-geospatial-companies
:globe_with_meridians: List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
awesome-README-templates
A collection of awesome readme templates to display on your github profile.
awesome-sar
A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
ForestChangeHub
Code for the statistical analyses in "Landscape-scale forest loss as a catalyst of population and biodiversity change".
ganttrify
Create beautiful Gantt charts with ggplot2
gee-atmcorr-S2
Atmospheric correction of a (single) Sentinel 2 image
GEEMMM
This repository stores the code for the Google Earth Engine Mangrove Mapping Methodology. It is best used by following the links located in the ReadMe file. The GEEMMM is owned and managed by Blue Ventures Conservation.
github-cheat-sheet
A list of cool features of Git and GitHub.
Google-Earth-Engine-Python-Examples
Various examples for Google Earth Engine in Python using Jupyter Notebook
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
lulcc-bph-spclim-extension
Small repo providing the necessary code to reproduce the update of a specific dataset describing the biophysical effects of LULCC from its original version (v1.0) to a new version (v2.0), the latter provided a spatial extension based on climatological similarities.
markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
ogh_summer_school_2020
Material for the session "Introduction to Deep Learning in R for the analysis of UAV-based remote sensing data"
PFD
Python scripts for scraping data from various websites
prismaread
Import PRISMA hyperspectral data and convert them to a "friendly" format
prj_earthengine_hydroshare
Ongoing work to integrate EarthEngine Python API into Hydroshare JupyterHub for lectures. Examples and code are presented
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
R-for-population-dynamics
A first course in R programming for natural resource scientists
Remarkable
Remarkable - The Markdown Editor for Linux http://remarkableapp.github.io
rmd_workshop
Materials for a workshop on writing reproducible research papers with R Markdown
rspatial-map-challenge-2020
A list of maps created for #30DayMapChallenge using #rspatial
tidytuesday
Official repo for the #tidytuesday project
tidytuesday-1
My #TidyTuesday projects
usethis
Set up commonly used 📦 components