NanoAOD boosted higgs analysis package

A beautiful, simple, clean, and responsive Jekyll theme for academics

NanoAOD boosted higgs analysis package

Add AK15 jets to PFNano

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

Notebooks about Bayesian methods for machine learning

torch-optimizer -- collection of optimizers for Pytorch

Probabilistic reasoning and statistical analysis in TensorFlow

Variational Autoencoder for Particle Physics using Earth-Movers Distance

PyTorch Wrapper for Earth-Mover-Distance (EMD) for 3D point cloud regression

Machine Learning for LHC physics analyses

This project implements random forests and gradient boosted decision trees (GBDT). The latter uses gradient tree boosting. Both use ensemble learning to produce ensembles of decision trees (that is…

NYU Deep Learning Spring 2020