zhang6707's starred repositories
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 ;)
The-Art-of-Linear-Algebra-zh-CN
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
optuna-examples
Examples for https://github.com/optuna/optuna
scratch_mlp
Explaining the Math of how neural networks learn
Hands-on-ML
https://hml.boyuai.com
OpenSarToolkit
High-level functionality for the inventory, download and pre-processing of Sentinel-1 data in the python language.
standard_precip
Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)
pyvinecopulib
A Python library for vine copula models
pyPhenology
Plant phenology models in python with a scikit-learn inspired API
CNN-based-Cloud-Detection-Methods
Understanding the Role of Receptive Field of Convolutional Neural Network for Cloud Detection in Landsat 8 OLI Imagery
Bayesian-optimization
Source Code for 'Bayesian Optimization' by Peng Liu
example_climate_indices
Datasets that can be used as example inputs/outputs for the associated `climate_indices` package
espa-surface-reflectance
USGS EROS ESPA Surface Reflectance
CVDP-LE
The Climate Variability Diagnostics Package for Large Ensembles (CVDP-LE) developed by NCAR's Climate Analysis Section is an automated analysis tool and data repository for exploring internal and forced contributions to climate variability and change in coupled model “initial-condition” Large Ensembles and observations.
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning
ambrals_forward
AMBRALS BRDF framework
bayesian-optimization-in-action
Source code for Bayesian Optimization in Action, published by Manning