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4denvar

Python code for implementing the 4DEnVar Data Assimilation method and examples of use

bayesclumpy2

Bayesclumpy2

bayesianqt

Bayesian Quantum State Tomography

bmcmc

MCMC package for Bayesian data analysis

brdf

A collection of files to compute BRDF kernel weights with the Generalized Singular Value Decomposition

bsdfplot

BSDF plotting scripts

climatelaboratorybook

JupyterBook source for The Climate Laboratory

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computationalradiometry

Notebooks to go with pyradi module for computational radiometry

create_publication_quality_netcdf

Content from the NASA Earthdata webinar presented by ORNL DAAC in September 2019.

cs-video-courses

List of Computer Science courses with video lectures.

dart-atmos-corr

Code and examples for atmospheric correction of longwave infrared camera imagery

data-analysis

Data Science Using Python

downscale-satellitelst

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

eoldas_ng_notebooks

IPython notebook documentation for eoldas_ng

esa-beam

Plugins for the ESA BEAM toolkit

esmvaltool

ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP

glms

Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) 📈

globalbedo_prior

Code to produce the GlobAlbedo prior from MODIS data

gradientdescentvariants

Visualizing the convergence of all three variants of gradient descent.

gravitational-waves

Workshop notebooks explaining how matched filtering and MCMC techniques are used to detect gravitational waves.

h2020_multiply_training

H2020 MULTIPLY training materials

hyperblend

HyperBlend is a new type of hyperspectral image simulator based on Blender.

hytools

Hyperspectral image processing library

inverse_problem

A simple example of inverse problem resolving

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

librat_in_jupyter

maps

mcd43a1-albedo-python

A comprehensive workflow for calculating black, white, and blue sky albedos from the MODIS BRDF model parameters product (MCD43A1) using custom solar zenith angles and optical depth inputs.

molci43

MODIS and OLCI BRDF model parameters retrieval