Michael Kagan's repositories
FisherDisc
Fisher Discriminant, including Kernel Fisher Discriminant. Implementation for large p datasets, based on: Zhang, et. al. 'Regularized Discriminant Analysis, Ridge Regression and Beyond' Journal of Machine Learning Research 11 (2010) 2199-222 8
MG5aMC_PythonMEs
Plugin for MadGraph5_aMC allowing for output Matrix Elements in a JAX-friendly format
apartment-finder
A Slack bot that helps you find an apartment.
bidirectional_RNN
bidirectional lstm
cs231n.github.io
Public facing notes page
HEPML-LivingReview
Living Review of Machine Learning for Particle Physics
jet-simulations
Framework for working with Jet Images.
keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
lwtnn
light NN client
makagan.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
mlhep2016
MLHEP 2016 materials
neural-fields-tutorial
Short tutorial on neural fields for 3D reconstruction of atom clouds
PixelClusterID
Computer Vision applied to pixel clusters for PID
Poster_NIPS2017
Poster for NIPS2017 on paper "Learning to Pivot with Adversarial Networks"
RNNIPTag
RNN based b-tagging algorithm
Xhh4bPySelector
A python even loop that run over Xhh mini-ntuple
Xhh4bUtils
Utilities to operate on Histograms for X-->hh-->4b analysis