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zhang6707's Projects
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
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
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
bayesian-optimization
Source Code for 'Bayesian Optimization' by Peng Liu
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning
bayesian_changepoint_detection
Methods to get the probability of a changepoint in a time series.
book3_elements-of-mathematics
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；本册有，583幅图，136个代码文件，其中24个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改
c-c-
程序员相关电子书资料免费分享，欢迎关注个人微信公众号：程序员编程指南
clear-sky-models
A library of clear-sky irradiance models
clearscd
A remote sensing semantic change detection model
climate_indices
Climate indices for drought monitoring, community reference implementations in Python
clustering
Clustering / Subspace Clustering Algorithms on MATLAB
cnn-based-cloud-detection-methods
Understanding the Role of Receptive Field of Convolutional Neural Network for Cloud Detection in Landsat 8 OLI Imagery
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
cropharvest
Open source remote sensing dataset with benchmarks
cropphenology
This repository holds the code for an R package called CropPhenology. The package extracts phenological information of crops from multi temporal remote sensing vegetation index images
ctsm
Community Terrestrial Systems Model (includes the Community Land Model of CESM)
data-science-for-beginners
10 Weeks, 20 Lessons, Data Science for All!
deeplearningfromscratch
Reproduce selected deep learning models from scratch in PyTorch
dtcdn
A deep translation (GAN) based change detection network for optical and SAR remote sensing images
dtwsat
Time-Weighted Dynamic Time Warping for satellite image time series analysis
easypheno
easyPheno: a model agnostic phenotype prediction framework
eo-learn
Earth observation processing framework for machine learning in Python
espa-surface-reflectance
USGS EROS ESPA Surface Reflectance
example_climate_indices
Datasets that can be used as example inputs/outputs for the associated `climate_indices` package
fmask
The software called Fmask (Function of mask) is used for automated clouds, cloud shadows, and snow masking for Landsats 4-8 and Sentinel 2 images.
gaofen-3
Gaofen-3/GF3 data processing
gaofen-batch
基于python的高分遥感数据一键批处理工具
gctp
The General Cartographic Transformation Package (GCTP) is a system of software routines designed to permit the transformation of coordinate pairs from one map projection to another.
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