rdisipio

Riccardo Di Sipio's repositories

qtransformer

Quantum-enhanced transformer neural network

Language:Python103 4 4

qlstm

Example of a Quantum LSTM

Language:Jupyter Notebook78 1 2

gpt-q

Quantum-enhanced GPT-2

Language:Jupyter NotebookMIT1700

qnlp

NLP stuff with quantum computing

Language:Jupyter Notebook17 1 1

quantum_unfolding

Unfolding with quantum computing.

Language:PythonMIT14 4 1

qrnn-qiskit-ml

Example of RNN based on Qiskit Machine Learning

Language:PythonMIT9 10

hai-q

Use a (Q)LSTM to generate short poetry (haiku)

Language:Python2 10

HEP-ML-Resources

Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

Language:TeXMIT2 10

NuclearNBody

Nuclear N-body calculation using DWave quantum annealer.

Language:Python2 10

classify_dqm_qubo

Classify documents using QUBO Quadratic Discrete Model

Language:PythonMIT1 10

DeepBayesIris

Iris dataset separation using Bayesian Neural Network

Language:C++1 10

MAMbo

Statistical analysis framework for the ATLAS experiment at CERN

Language:C++1 10

ReShower

Run Parton Shower on the same event multiple times

Language:C1 10

whatsapp-bert

Whatsapp bot based on BERT

Language:Python1 10

-BlackHoleRemnants

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AngryTops

Reconstruction of top quark decay using machine learning

Language:Python010

BayesianBoostedTagger

TemplateTopTagger algorithm to identify boosted top quarks.

Language:C++010

benford-particles

Application of Benford's Law to particles' mass distribution

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CheetahML

Demonstrative CNN to classify cats

Language:Jupyter Notebook010

ComBAT

Statistical combination of measurements using Bayes' theorem

Language:C++000

cudaTemplateTopTagger

CUDA Implementation of TemplateTopTagger algorithm to identify boosted top quarks.

Language:C++010

DetectorFastSim

Simple detector fast-simulation to be used with Rivet

Language:C++010

DiJetGAN

Code relative to paper arXiv:1903.02433 [hep-ex]

Language:Python020

hough-gpu

Implementation of the Hough transform on a GPU. Used for publication arXiv:1507.03074

Language:Cuda010

MechanicalToad

LANL earthquake prediction competition

Language:Python020

ml_jets_calibration

Jet energy and mass scale calibration using DNN

Language:Python010

PyBLUE

Combination of measurements using BLUE (best linear unbiased estimator) method

Language:Python010

QCHEP

Container for Quantum Computing ideas for High-Energy Physics, code based on Google CIRq

Language:Python010

Sperm_Whale_Machine_Learning

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titanic

Kaggle Titanic competition

Language:Python000