wbasener

BayesianML

This is a GitHub repository for our Bayeisan Machine Learning textbook, which includes the PDF for the book and accompanying Python notebooks.

hyperspectralpy

Python tools and GUI for analysis (target detection, PCA, material identification, library management) involving spectral images.

DeepLearningAtmosphericCompensation

This is an autoencoder that learns the radiative atmosphere transfer to convert hyperspectral data from radiance to reflectance.

Neural-Netork-From-Scratch-in-Python

This is a neural network in python built using only numpy and similar basic libraries.

Hyperspectral-Target-Detection

Hyperspectral-Target-Detection

NFL_ELO_predictions

This is a repository for experimental code testing some Bayesian Elo methods for predicting NFL outcomes. For houw these might be used, see: https://projects.fivethirtyeight.com/2022-nfl-predictions/

acolite

ACOLITE: generic atmospheric correction module

AircraftMonitoring

Bayesian-Parameter-estimation-for-Fibrosis-Simulations

Bayesian estimation of probability distributions for parameters in IPF models using NetLogo.

Classification-in-Python

This is a repository of notebooks for demonstrating and teaching machine learning classification in Python.

Conjugate_Priors

Computing conjugate priors using binomial distributions

CPPSPECTRA

C++ code for reading hyperspectral images and libraries, whitening data, and target detection.

Haiti-Earthquake-Images

Images collected over Haiti following the 2010 earthquake.

ImageClassification

Jupyter notebook showing how to build an image classifier with Python and Tensorflow

LSTM-Neural-Network-for-Time-Series-Prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

contextily

Context geo-tiles in Python

ENVITOGIS

Code for adding GIS info to ENVI files and creating GeoTIFFs

hyperspectral_gta_data

Downloader to access hyperspectral images and libraries.

IceSpectralLibraryAnalysis

Analysis of the variation in a spectral library of ice in the artic.

labelImg2

labelImg2 with rotated box and extra label support

libMaker

Python Software and Tools for organizing Spectral Signatures, Files, and preparing Libraries

LiDAR-py

LiDAR processing (reading .las and .laz files, creating binned raster images, etc.)

Machine-Learning-for-Spectral-Imaging

Notebooks and code to accompany Machine Learning for Spectral Imaging course

MAFAT_Challenge_Talk

The presentation and notebook presented in the MAFAT challenge meetup 01.02.2023

NN_Hyperspectral_Vegetation

analysis of vegetation spectra, and hopefully classification on imagery, from a spectral library

roLabelImg

Label Rotated Rect On Images for training

spectra_plots

library for nice plots for spectral libraries using plotly

UPWINS_Spectral_Library

A spectral library for ASD spectra collected as part of the UVA UPWINS project.

vegetation_spectral_chemistry

WhileMyMCMCGentlySamples

my blog