Pinned Repositories
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's Repositories
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