weiguo Yu's repositories
agoro-field-boundary-detector
Detect field boundaries using satellite imagery.
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
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.
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.
field-delineation
Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.
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.
GEET
Google Earth Engine Toolbox - Library to write small EE apps or big/complex apps with a lot less code.
GlobalC
A topdown and bottom up approach for global C cycle
GlobalSolarPosition
Global computation of the solar position at a given time in Google Earth Engine
iMetaPlot
iMeta teaches you to plot
isce2
InSAR Scientific Computing Environment version 2
isofit
Imaging Spectrometer Optimal FITting
LST-downscaling-to-10m-GEE
This code repository is an attachment for the article in Remote Sensing: Onačillová, K.; Gallay, M.; Paluba, D.; Péliová, A.; Tokarčík, O.; Laubertová, D. Combining Landsat 8 and Sentinel-2 Data in Google Earth Engine to Derive Higher Resolution Land Surface Temperature Maps in Urban Environment. https://doi.org/10.3390/rs14164076
mgwr
Multiscale Geographically Weighted Regression (MGWR)
MintPy
Miami InSAR time-series software in Python
MintPy-tutorial
Tutorials in Jupyter Notebook for MintPy
mlens
ML-Ensemble – high performance ensemble learning
REddyProc
Processing data from micrometeorological Eddy-Covariance systems
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
Sentinel-2_GPP
This is the code repository for the manuscript: "On the potential of Sentinel-2 for estimating Gross Primary Production" for further details see: https://ieeexplore.ieee.org/document/9715117
sentinel2_crop_traits
Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)
smogn
Synthetic Minority Over-Sampling Technique for Regression
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）