tmcclintock/GPSampler

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Python
License
MIT License
Created over 7 years ago
Updated over 7 years ago

tmcclintock/GPSampler

tmcclintock

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Given a likelihood function and an array of parameters, we can construct a latin-hypercube in the parameter space from which we can build a Gaussian process to make predictions of that function.

FrisPy

Frisbee flight simulator written in Python.

Jupyter Notebook

cluster_toolkit

Tools for analyzing galaxy clusters.

Jupyter Notebook

ConditionalGMM

Functions to compute conditional distributions of Gaussian mixture models.

Frisbee_Simulator

Ultimate_statistics

A small experiment to see how touches on an ultimate frisbee disc are distributed amongst players.

Jupyter Notebook

AReconstructionTool

ART: A Reconstruction Tool. For reconstructing probability distributions using Gaussian processes.

Jupyter Notebook

cffi_example

This is a working example of how to use cffi when you have a bunch of already written .h and .c files that you want to bundle into some python code without using ctypes.

donjuan

A modern tool for generating dungeons for tabletop games.

ImagesFromPDF

A python script to pull images from a PDF, and then make backgrounds transparent.

Emulation

This contains the kriging code. It is written as an object, so it can easily be added into a program of your own. An example of how to use it is in the unit test.

TruncatedGP

Jupyter Notebook

InsightSeminars

Seminars for Insight AI 2020A.

Jupyter Notebook

Delta-Sigma

A stand alone version of the Delta Sigma code currently used in CosmoSIS that doesn't require the use of the CosmoSIS data block.

FastCorr

Fast routines for computing correlation functions, power spectra, and other transforms.

Jupyter Notebook

Resume

BetterViolinPlots

Better violin plots for common scenarios.

Jupyter Notebook

redmapper_lensing_tests

A series of systematics tests for the DES Y1 redMaPPer weak lensing measurements.

Jupyter Notebook

DES_Y1_WL_Analysis

This contains the analysis code for the DES Y1 cluster WL analysis.

Jupyter Notebook

fmath_work

I am putting the work I did to compare fmath with std::cmath here.

MassBias

An end-to-end tool that takes a halo catalog a produces a mass bias $$P(M_{\rm true} | O)$$, where $$O$$ is some observable.

Jupyter Notebook

PHYS-105-Lectures

A collection of lectures for PHYS 105 Introduction to Scientific Computing taught at the University of Arizona Physics Department.

GP_Importance_Sampler

A tool for performing importance sampling on an MCMC chain.

Jupyter Notebook

ReconstructionSampling

Posterior sampling via iterative reconstruction with Gaussian processes.

Jupyter Notebook

Rozo-Group-Resources

A collection of resources including Jupyter notebooks to get people up to speed in Prof. Eduardo Rozo's cosmology group.

Jupyter Notebook

EclipseMC

At the moment, a collection of scripts that simulates battles in the board game Eclipse: Dawn of the Galaxy. Battles are fought by rolling dice with modifiers in the game, so it is interesting to calculate via Monte-Carlo the probabilistic outcome of various battles.

Encore

Encore is an afterburner for Rockstar Nbody simulations. Given a path to a list of halos and dark matter particles, Encore calculates a plethora of observables.

PanoramAI

Panoramic images using AI.