jbossios

ATLAS_CREATE_DOCKER_IMAGE_FOR_KUBEFLOW

Create docker images for Kubeflow

ATLAS_Extension_Requests

Instructions and scripts to find samples of interest to be deleted and to request an extension for them

ATLAS_FCS_DeriveExtrapWeights

Step by step instructions for deriving extrapolation weights and produce validation plots.

ATLAS_SUSY_RPVMJ_JetPartonMatcher

A multi-purpose jet-parton matcher for the ATLAS SUSY RPV multijet search

multiclass-classification-keras-example

Multiclass classifier using deep neural networks implemented using the Keras API from TensorFlow

multiclass-classification-pytorch-lightning-example

Multiclass classifier using deep neural networks implemented using PyTorch Lightning

python-tutorial

Learn Python for data analysis from zero with this tutorial based on Jupyter notebooks.

streamlit-dashboard-e-commerce-customer-behaviour

E-commerce Customer Behaviour Dashboard powered by Streamlit and Plotly

two-sample-chi-square-test-in-python

Example of a two-sample chi-square test implemented in Python

xAODAnaHelpers

ATLAS Run 2 and Run 3 analysis framework for AnalysisTop and AnalysisBase for proton-smashing physics

jbossios/python-tutorial

Learn Python for data analysis from zero with this tutorial based on Jupyter notebooks.

jbossios/ATLAS_Extension_Requests

Instructions and scripts to find samples of interest to be deleted and to request an extension for them

jbossios/ATLAS_SUSY_RPVMJ_JetPartonMatcher

A multi-purpose jet-parton matcher for the ATLAS SUSY RPV multijet search

jbossios/multiclass-classification-pytorch-lightning-example

Multiclass classifier using deep neural networks implemented using PyTorch Lightning

jbossios/streamlit-dashboard-e-commerce-customer-behaviour

E-commerce Customer Behaviour Dashboard powered by Streamlit and Plotly

jbossios/ATLAS_CREATE_DOCKER_IMAGE_FOR_KUBEFLOW

Create docker images for Kubeflow

jbossios/ATLAS_FCS_DeriveExtrapWeights

Step by step instructions for deriving extrapolation weights and produce validation plots.

jbossios/ATLAS_FCS_RegressionWithKeras

Predict extrapolation weights through regression using Keras

jbossios/ATLAS_SUSY_RPVMJ_Reweighting

ML-based multijet background estimation through reweithting

jbossios/ATLAS_SUSY_RPVMJ_SPANet_Pipelines

Create Docker images and ymal files to run Kubeflow pipelines to perform inference on background samples for the ATLAS SUSY RPV multijet search

jbossios/multiclass-classification-keras-example

Multiclass classifier using deep neural networks implemented using the Keras API from TensorFlow

jbossios/simple-ml-reweighting-example

Simple example of how to train a network to learn to weight data to follow a given probability distribution.

jbossios/two-sample-chi-square-test-in-python

Example of a two-sample chi-square test implemented in Python

jbossios/ATLAS_SUSY_RPVMJ_EvaluateSPANetPerformance

Evaluate SPANet performance for the ATLAS SUSY RPV multijet search

jbossios/ATLAS_SUSY_RPVMJ_MergeFTDijetNtuples

Script only meant to merge ROOT files containing a TTree produced with FactoryTools from dijet samples

jbossios/ATLAS_SUSY_RPVMJ_NTUPtoH5

Convert TFiles into H5 files for the ATLAS SUSY RPV multijet search

jbossios/ATLAS_SUSY_RPVMJ_SPANet_Katib

Create Docker images and yaml needed to perform a hyperparameter optimization for SPANet with Kubeflow Katib for the ATLAS SUSY RPV multijet search

jbossios/ATLAS_SUSY_RPVMJ_SPANet_Training

jbossios/ATLAS_xAHplusCPalgsExamples

Example configs for running xAH together CP algorithms

jbossios/board-games-utils

Helpful scripts for board games

jbossios/CNN-Brain-Tumor-Classifier-MRI-Images-PyTorch-Lightning

jbossios/CNN-Image-Classifier-PyTorch-Lightning-MNIST

Image Classifier using a Convolutional Neural Network implemented with PyTorch Lightning

jbossios/CNN-Pneumonia-Classifier-X-Ray-Images-PyTorch-Lightning

jbossios/dnn-tensorflow-mnist

Fully-connected feed-forward neural network using TensorFlow 2.x without relying (much) on Keras; trained on MNIST data

jbossios/generate_sales_data_for_forecasting

Generate data for sales forecasting

jbossios/jbossios

jbossios/RooUnfoldTutorials

to accompany statisticalmethods.web.cern.ch/tutorials/

jbossios/SPANet

Symmetry Preserving Attention Networks for Event Reconstruction

jbossios/two-sample-t-test-in-python

Example of a two-sample t-test implemented in Python using SciPy

jbossios/xAODAnaHelpers