zhang6707's repositories
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning
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
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
ClearSCD
A remote sensing semantic change detection model
climate_indices
Climate indices for drought monitoring, community reference implementations in Python
cropmaps
Crop type mapping solution for MAGO Project (NTUA)
CTSM
Community Terrestrial Systems Model (includes the Community Land Model of CESM)
DTCDN
A deep translation (GAN) based change detection network for optical and SAR remote sensing images
easyPheno
easyPheno: a model agnostic phenotype prediction framework
espa-surface-reflectance
USGS EROS ESPA Surface Reflectance
Hands-on-ML
https://hml.boyuai.com
kNDVI
Kernel vegetation indices and the kernel NDVI
learn-python
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
MFCN
A Combined Loss-Based Multiscale Fully Convolutional Network for High-Resolution Remote Sensing Image Change Detection
openSAR
Synthetic Aperture Radar (SAR) Tools and Documents from Earth Big Data LLC
optuna-examples
Examples for https://github.com/optuna/optuna
polar2grid
Tools for reading, remapping, and writing satellite instrument data.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pyPESTO
python Parameter EStimation TOolbox
pyPhenology
Plant phenology models in python with a scikit-learn inspired API
Python
All Algorithms implemented in Python
python-small-examples
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
pyvinecopulib
A Python library for vine copula models
sarpy
A basic Python library to demonstrate reading, writing, display, and simple processing of complex SAR data using the NGA SICD standard.
SNU-PS
基于分类后验概率空间的孪生Nested-UNet （SNU-PS）变化检测网络
tiny_python
just tiny python
weightedcorr
Weighted correlation in Python. Pandas based implementation of weighted Pearson and Spearman correlations.
WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）