Carter Rhea – Medium

Carter Rhea

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Using Machine Learning to Interpolate Values

Machine learning is bursting with potential applications, but one important (and simple!) usage is using a machine learning algorithm for…

Jun 2, 2023

Using Machine Learning to Interpolate Values

Jun 2, 2023

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Linear Regression and Bayesian Inference: An Astrophysics Perspective

I recently had the excellent experience of being a mentor at a machine learning + astrophysics summer school for undergraduate students at…

Aug 1, 2022

Linear Regression and Bayesian Inference: An Astrophysics Perspective

Aug 1, 2022

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A Gentle Introduction to Bayesian Inference using PyMC3: Detecting a Signal in Astronomical Data

A very common question in astronomy is the following: is that blip I see in my data actually a detection of something or have I been…

Feb 3, 2021

A Gentle Introduction to Bayesian Inference using PyMC3: Detecting a Signal in Astronomical Data

Feb 3, 2021

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The Startup

Classification in Astronomy: Galaxies vs Quasars

Machine Learning and Astronomy go together beautifully. Several astronomical problems involve solving large classification problems with a…

Nov 1, 2020

Classification in Astronomy: Galaxies vs Quasars

Nov 1, 2020

Setting up a Raspberry Pi for SSH

Over the next few posts, I am going to share my experience building a compute cluster using Raspberry Pis. Although this may not be the…

Mar 23

Mar 23

Recurrent Inference Machines

Solve Ax=b.

Mar 22

Recurrent Inference Machines

Mar 22

Understanding Covid-19 Stay-At-Home Orders: A Machine Learning Approach

In January 2020, the COVID-19 pandemic rocked the world by sending many countries across the globe into lockdown and curfews and instilling…

May 31, 2023

Understanding Covid-19 Stay-At-Home Orders: A Machine Learning Approach

May 31, 2023

Astronomical Images for Machine Learning Applications

The Hubble Space Telescope has revealed an enormous wealth of astronomical information over the past several decades. That being said…

Nov 14, 2020

Astronomical Images for Machine Learning Applications

Nov 14, 2020

Another Principal Component Analysis Post: A simple python example

There are dozens (if not hundreds) of posts on the principal component analysis on Medium. So why have I decided to write another post on…

Nov 1, 2020

Another Principal Component Analysis Post: A simple python example

Nov 1, 2020

Carter Rhea

Carter Rhea

PhD Student in Astrophysics at the University of Montreal working on machine learning in astronomy. Co-founder of cadena.ca

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