sonthuybacha

teaching_ml

repository of resources for teaching Machine Learning

candex

Python code to create shapefile for NetCDF lat and lon and intersection with other shapefiles and returning the average time series for the shapefile

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

intro-to-ml-tidy

Intro to Machine Learning with the Tidyverse

happy-git-with-r

Using Git and GitHub with R, Rstudio, and R Markdown

wesanderson

A Wes Anderson color palette for R

GlobalTreeStemWaterReservoir

moveVis

An R package providing tools to visualize movement data (e.g. from GPS tracking) and temporal changes of environmental data (e.g. from remote sensing) by creating video animations.

awesome-open-climate-science

Awesome Open Atmospheric, Ocean, and Climate Science

keras

R Interface to Keras

tmap

R package for thematic maps

mlr3

mlr3: Machine Learning in R - next generation

big-data

:wrench: Use dplyr to analyze Big Data :elephant:

cli

Tools for making beautiful & useful command line interfaces

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

2019-feature-selection

Research project

MODISTools

Interface to the MODIS Land Products Subsets Web Services

RGISTools

Tools for Downloading, Customizing, and Processing Time Series of Satellite Images from Landsat, MODIS, and Sentinel

stars

Spatiotemporal Arrays, Raster and Vector Data Cubes

phenor

A phenology modelling framework in R

MODIS

Download and processing framework for MODIS imagery. The package provides automated access to the global online data archives LP DAAC, LAADS and NSIDC as well as processing capabilities such as file conversion, mosaicking, subsetting and time series.

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions, based on the NumPy interface.

data_projects

get_river_width

Find the river width (and other properties) from a masked water image

EarthEngine

Notebooks for Google Earth Engine's Python API

dmlst

A tool for estimating daily mean MODIS land surface temperature (LST) using a predictor-corrector apporach. The codes are written in R.

workshop-scripts

To store scripts from R Spatial Workshop

blockCV

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments.

cv-for-wildlife-aerial-imagery

Collection of recent work on using computer vision and aerial imagery for wildlife conservation.

speciesRaster

indexing of species by cell and calculation of community metrics