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Patricia Rebello Teles's Projects

deep-learning-physics icon deep-learning-physics

This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor Kasieczka, and Uwe Klemradt.

delphes icon delphes

A framework for fast simulation of a generic collider experiment

eft2obs icon eft2obs

Automatically parametrize the effect of EFT coefficients on arbitrary observables

feynrules icon feynrules

[2.3] UNOFFICIAL repo of FeynRules written by Christensen, Duhr, Fuks, et al.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ml4ppgf_uerj icon ml4ppgf_uerj

repositorio do material de aula do curso ML da pós de física UERJ 2019/2

nntools icon nntools

Lightweight framework for data preprocessing and NN training

notebooks-cms-opendata icon notebooks-cms-opendata

This repository contains material for classroom activities using open data from CMS CERN. Materials include basic introduction to Python and Jupyter Notebooks and ready exercises for the classrooms. LEARN: import csv-files, select data, plot histograms, python, particle physics e.g. two muon spectrum

particlenet icon particlenet

Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds

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