PinnedCarter RheaLinear Regression and Bayesian Inference: An Astrophysics PerspectiveI recently had the excellent experience of being a mentor at a machine learning + astrophysics summer school for undergraduate students at…4 min read·Aug 1, 2022----
PinnedCarter RheainThe StartupA Gentle Introduction to Bayesian Inference using PyMC3: Detecting a Signal in Astronomical DataA 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…5 min read·Feb 3, 2021----
PinnedCarter RheainThe StartupClassification in Astronomy: Galaxies vs QuasarsMachine Learning and Astronomy go together beautifully. Several astronomical problems involve solving large classification problems with a…4 min read·Nov 1, 2020--1--1
Carter RheaUsing Machine Learning to Interpolate ValuesMachine learning is bursting with potential applications, but one important (and simple!) usage is using a machine learning algorithm for…4 min read·Jun 2, 2023----
Carter RheaUnderstanding Covid-19 Stay-At-Home Orders: A Machine Learning ApproachIn January 2020, the COVID-19 pandemic rocked the world by sending many countries across the globe into lockdown and curfews and instilling…4 min read·May 31, 2023----
Carter RheainThe StartupAstronomical Images for Machine Learning ApplicationsThe Hubble Space Telescope has revealed an enormous wealth of astronomical information over the past several decades. That being said…4 min read·Nov 14, 2020--1--1
Carter RheainThe StartupAnother Principal Component Analysis Post: A simple python exampleThere are dozens (if not hundreds) of posts on the principal component analysis on Medium. So why have I decided to write another post on…2 min read·Nov 1, 2020----
