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Update README with notebook descriptions
Added descriptions for various notebooks related to data processing and analysis.
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FAIR_universe_Higgs_tautau/README.md

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@@ -12,14 +12,23 @@ This notebook is to download the FAIR Universe data and store it in the form of
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2. [`Preselection_withNN.ipynb`](./Preselection_withNN.ipynb)
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This notebook trains a multi-class classification neural network for signal/control region definitions.
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3. [`DataPreprocessing.ipynb`](./DataPreprocessing.ipynb)
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This notebook defines selections and preselects events in the signal and control regions.
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4. [`Neural_Likelihood_Ratio_Estimation.ipynb`](./Neural_Likelihood_Ratio_Estimation.ipynb)
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This notebook is used to train the desnity ratios to be used for modeling the negative log-likelihood ratios for inference.
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5. [`Systematic_Uncertainty_Estimation.ipynb`](./Systematic_Uncertainty_Estimation.ipynb)
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This notebook is used to train the density ratios associated with the systematic uncertainty model, then used for modeling the negative log-likelihood ratios for inference.
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6. [`Parameter_Fitting_with_Systematics.ipynb`](./Parameter_Fitting_with_Systematics.ipynb)
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This notebook is used to create a workspace object and perform parameter fitting with the NSBI model
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Measurements at the LHC

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