ywg0212 Goto Github PK

agoro-field-boundary-detector

Detect field boundaries using satellite imagery.

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

atmosphericcorrection

6s模型大气校正python版本，支持GF1、2,Landsat-8,Sentinel-2等影像

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

causalml

Uplift modeling and causal inference with machine learning algorithms

custom-scripts

A repository of custom scripts to be used with Sentinel Hub

deep-learning-frameworks

Installation support for Deep Learning Frameworks for the ArcGIS System

dl4es

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

earthml

Tools for working with machine learning in earth science

ee-atmcorr-timeseries

Atmospherically Corrected Time Series using Google Earth Engine

ee_bionet

The Google Earth Engine implementation of the BioNet algorithm to estimate biophysical parameters along with their uncertainties.

eemont

A python package that extends Google Earth Engine.

elm

Python Extreme Learning Machine (ELM) is a machine learning technique used for classification/regression tasks.

everyfield

Delineating agricultural field boundaries from Sentinel-2 imagery. Code from Jesse Bakker's MA thesis project, University of Minnesota Department of Geography, Environment and Society..

experiments_with_python

experiments with python

field-delineation

Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.

fieldrnn

Temporal Vegetation Classification with Recurrent Neural Networks

free-vpn-for-coursera

:key: :unlock:免费开源的科学上网工具

gee-image-fusion

gee-scripts-repo

learning GEE

gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

gee_starfm_fusion

geedataextract

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

geet

Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.

geneticalgorithmswithpython

source code from the book Genetic Algorithms with Python by Clinton Sheppard

geoda

GeoDa: An introduction to spatial data analysis

globalc

A topdown and bottom up approach for global C cycle