Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network

Hapke Model 2008 implemented to Python 2.7.2 .

This folder contains codes to optimize parameters involved in Hapke's theory which happens to be a standard principle aimed at determining the abundance of minerals in lunar land using reflectance spectra of the surface. The project was part of the Planatary Science deparment, SAC, ISRO.

Hapke model

Julia implementation of the Hapke (2002) model

Determining optical constants using reflectance spectra and Hapke radiative transfer derivation

Matlab codes for converting VNIR spectra to single scattering albedo following a simplified version of Hapke model

This is a repository that includes example codes and notes from the book "Natural Language Processing in Action" by Hobson Lane, Cole Howard, and Hannes Max Hapke

Hapke - Finding Mathematical Constant

Hapke modeling for planetary surfaces.

HAPKE MIXING

This Repository contains Notes in form of Jupyter Notebooks for every Chapter of the Book "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

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Hapke modeling in Python.

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Just some util files

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codes

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MSc Thesis Hapke

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Config files for my GitHub profile.

Simple demo of a shader using Hapke photometric model for rendering Moon