dhuppenkothen/imprs_materials

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Created about 8 years ago
Updated about 8 years ago

dhuppenkothen/imprs_materials

dhuppenkothen

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Materials for the IMPRS Summer School on Astrostatistics

entrofy

Participant selection for workshops and conferences made easy

Jupyter Notebook

BayesPSD

Bayesian power spectral analysis tools

BlackHoleML

Supervised Machine Learning for X-ray Data Classification of Black Hole X-ray Binaries

Jupyter Notebook

clarsach

X-ray response calculations for everyone.

Jupyter Notebook

ClassicalStatsPython

Classical Statistics Examples in Python

SolarFlareGPs

Gaussian Processes for Solar Flares

Jupyter Notebook

CometPeriodSearch

Period search for 1I'Oumuamua

Jupyter Notebook

data-visualization-tutorial

A modular 4-hour tutorial in Data Visualization

Jupyter Notebook

AsgardianShenanigans

... are pulsar glitches really caused by crust rupture? Who knows?

cargese2018_tutorials

Tutorial materials for the Cargese summer school

Jupyter Notebook

magnetron2

Updated version of Magnetron using DNest4

DeadTimeSBI

Simulation-Based Inference for Dead Time-Affected Light Curves

Jupyter Notebook

PoissonFittingTutorial

How to fit Poisson data and do MCMC and stuff

giantflare-paper

Re-analysis of the RXTE and RHESSI data of the 2004 Giant Flare observed from SGR 1806-20

machine-learning-tutorial

A tutorial for teaching Machine Learning using M&Ms

Jupyter Notebook

bayesian-statistics-tutorial

Jupyter Notebook

altaircorner

Corner plots in Altair

Jupyter Notebook

RXTEAnalysis

RXTE data analysis stuff

henry

Gaussian Processes for Poisson data.

dragons-project

In the land of correlated Gaussian variables, there be dragons. But they're quite nice, really.

Jupyter Notebook

hackotron-template

Template for generating hackathon.

ShiftyLines

Hierarchical inference for X-ray spectra with Doppler shifts

Jupyter Notebook

cospectra-paper

The statistical distributions of cospectra.

Jupyter Notebook

resources

Some resources I come across and found useful.

UTools

bits and pieces of useful tools I've been playing around with

PeriodicityReview

Materials for an in-progress review on periodicity detection methods in astronomy

Jupyter Notebook

scifi-stats

A Sci-Fi Adventure and Statistics Course, all in one!

paper-writing-checklist

A work-in-progress checklist for writing scientific papers

AstroChairs

Conference Session Scheduling using graph methods

Jupyter Notebook

BlackHoleMagic

Magic with black hole light curves. Classification and stuff.

Jupyter Notebook