├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ ├── ✨-feature-request.md │ └── 🪲-bug-report.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── docker_push.yml │ ├── main.yml │ ├── notebooks-runner-autocheck.yml │ └── single-notebook-check.yml ├── .gitignore ├── 13-TeV-examples ├── cpp │ ├── ATLAS_OpenData_13-TeV__analysis_example-cpp_Hyy_channel.ipynb │ └── ATLAS_OpenData_13-TeV_simple_cpp_example_histogram.ipynb ├── pyroot │ ├── ATLAS_OpenData_13-TeV_kinematics_comparison_higgs_diboson.ipynb │ ├── ATLAS_OpenData_13-TeV_python_Z_mass_reconstruction.ipynb │ ├── ATLAS_OpenData_13-TeV_simple_python_example_histogram.ipynb │ └── ATLAS_OpenData__13-TeV_analysis_example-python_Hyy_channel.ipynb ├── rdataframe │ ├── RDataFrame_Hyy.ipynb │ └── RDataFrame_Hyy_SimpleExample.ipynb └── uproot_python │ ├── .gitignore │ ├── CoffeaHZZAnalysis.ipynb │ ├── Dark_Matter_Machine_Learning.ipynb │ ├── Find_the_Z.ipynb │ ├── Fluctuations.ipynb │ ├── GravitonAnalysis.ipynb │ ├── HZZAnalysis.ipynb │ ├── HZZ_BDT_demo.ipynb │ ├── HZZ_NeuralNet_demo.ipynb │ ├── HbbAnalysis.ipynb │ ├── Hmumu.ipynb │ ├── HyyAnalysis.ipynb │ ├── IntroToEducationAndOutreachOD.ipynb │ ├── LICENSE │ ├── MetadataTutorial.ipynb │ ├── NCB.ipynb │ ├── README.md │ ├── WZ3l_Analysis.ipynb │ ├── detector_acceptance_and_efficiency.ipynb │ ├── images │ ├── Dark_Matter │ │ ├── ATLAS-Collaboration-Nationalities-Map.png │ │ ├── ATLASvsLondonDDbusSizeComparison.png │ │ ├── ATLASvsPerson.png │ │ ├── A_Horseshoe_Einstein_Ring_from_Hubble.png │ │ ├── GravLensingCaltech.png │ │ ├── ROC.png │ │ ├── cat_NN.png │ │ ├── cat_single_NN.png │ │ ├── dog_NN.png │ │ ├── function_diagram.png │ │ ├── grad_descent.gif │ │ ├── mountain.jpeg │ │ ├── multi_NN.png │ │ ├── overfit.png │ │ └── single_NN.png │ ├── ImagesHiggs │ │ ├── HZZ_feynman.png │ │ ├── HyyPaper.pdf │ │ ├── HyyPaper.png │ │ ├── VBFH.png │ │ ├── WH.png │ │ ├── WZto4L.png │ │ ├── ZZ_leading.png │ │ ├── ZZllll.png │ │ ├── ZZto4L.png │ │ ├── Zllll.png │ │ ├── ggH.png │ │ ├── ttbar.png │ │ └── ttbarfusion.png │ ├── ML_meme.jpeg │ ├── ML_output_data_meme.jpeg │ ├── ML_output_separation_meme.jpeg │ ├── ROC_meme.jpeg │ ├── WZimages │ │ ├── WZ_schan.png │ │ ├── Wlv_decay.png │ │ └── Zll_decay.png │ ├── acceptance_and_efficiency_notebook │ │ ├── analysis_flow_chart.png │ │ └── matching.png │ ├── conclusion_meme.jpeg │ ├── correlation_meme.jpeg │ ├── feynman_diagrams │ │ ├── Graviton_feynman.png │ │ ├── HZZ_feynman.png │ │ ├── Hyy_feynman.png │ │ ├── Zee_feynman.png │ │ ├── ttZ_diagram.png │ │ └── ttZ_feynman.png │ ├── overtraining_meme.jpeg │ ├── resolution_notebook │ │ └── em_shower.png │ ├── screenshots │ │ ├── commit.png │ │ ├── edit.png │ │ └── fork.png │ ├── selections_meme.jpeg │ ├── separation_meme.jpeg │ └── systematics_notebook │ │ ├── higgs_mass_distribution.png │ │ ├── target_practice.png │ │ └── target_practice_improved.png │ ├── infofile.py │ ├── learning_rate_demo.ipynb │ ├── systematics_notebook.ipynb │ ├── ttZ_ML_from_csv.ipynb │ ├── ttZ_ML_from_root.ipynb │ └── ttbar_analysis.ipynb ├── 8-TeV-examples ├── cpp │ ├── ATLAS_OpenData_8-TeV_ccp_CSV_to_ROOT_ploting_example.ipynb │ ├── ATLAS_OpenData_8-TeV_cpp_Z_mass_reconstruction_two_channels.ipynb │ ├── ATLAS_OpenData_8-TeV_cpp_simple_cut_and_count_analysis_example.ipynb │ └── outreach.csv └── python │ └── ATLAS_OpenData_8-TeV_simple_python_example_histogram.ipynb ├── Dockerfile ├── LICENSE ├── README.md ├── binder └── environment.yml ├── for-research ├── OpenEvgenTutorial.ipynb ├── limitations │ ├── Limitations.ipynb │ ├── data15_13TeV.periodAllYear_DetStatus-v89-pro21-02_Unknown_PHYS_StandardGRL_All_Good_25ns.xml │ ├── data15_5TeV.periodAllYear_DetStatus-v105-pro22-13_Unknown_PHYS_HeavyIonP_All_Good.xml │ ├── data16_13TeV.periodAllYear_DetStatus-v89-pro21-01_DQDefects-00-02-04_PHYS_StandardGRL_All_Good_25ns.xml │ └── trackptfromAOD.png ├── phoenix │ ├── environment_phoenix.yml │ ├── examples │ │ ├── ZZZ_4l2v.json │ │ ├── Zprime_ee.json │ │ ├── Zprime_mumu.json │ │ 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