Machine Learning at the Large Hadron Collider
Episode #144,
published Tue, Dec 26, 2017, recorded Thu, Dec 14, 2017
We all know Python is becoming increasingly important in both science and machine learning. This week we journey to the very forefront of Physics.
You will meet Michela Paganini, Michael Kagan, and Matthew Feickert. They all work at the Large Hadron Collider and are using Python and machine learning to help make the next major discovery in Physics.
Links from the show
You will meet Michela Paganini, Michael Kagan, and Matthew Feickert. They all work at the Large Hadron Collider and are using Python and machine learning to help make the next major discovery in Physics.
Links from the show
Michela on Twitter: @WonderMicky
Michael on Twitter: @Michael_A_Kagan
Matthew on Twitter: @HEPfeickert
LHCb’s Starterkit: lhcb.github.io/starterkit
Packages
Keras: keras.io
Scikit-optimize: scikit-optimize.github.io
Scikit-HEP: scikit-hep.org
PyTorch: pytorch.org
Movie trailer: Particle Fever: youtube.com/watch?v=Rikc7foqvR
Video: Processing LHC Data: youtube.com/watch?v=jDC3-QSiLB4
Books:
Present at the Creation: Discovering the Higgs Boson: amzn.to/2jUYErc
We Have No Idea: A Guide to the Unknown Universe: amzn.to/2Bohl09
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy
Michael on Twitter: @Michael_A_Kagan
Matthew on Twitter: @HEPfeickert
LHCb’s Starterkit: lhcb.github.io/starterkit
Packages
Keras: keras.io
Scikit-optimize: scikit-optimize.github.io
Scikit-HEP: scikit-hep.org
PyTorch: pytorch.org
Movie trailer: Particle Fever: youtube.com/watch?v=Rikc7foqvR
Video: Processing LHC Data: youtube.com/watch?v=jDC3-QSiLB4
Books:
Present at the Creation: Discovering the Higgs Boson: amzn.to/2jUYErc
We Have No Idea: A Guide to the Unknown Universe: amzn.to/2Bohl09
Episode transcripts: talkpython.fm
--- Stay in touch with us ---
Subscribe to us on YouTube: youtube.com
Follow Talk Python on Mastodon: talkpython
Follow Michael on Mastodon: mkennedy