The Precision-Recall curve of both the models. حسب Aastha Vatsyayan (9981916)

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S4 Table - حسب Aastha Vatsyayan (9981916)

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Train and validation accuracies of the TabNet model across 187 epochs. حسب Aastha Vatsyayan (9981916)

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Primers used in site-directed mutagenesis. حسب Aastha Vatsyayan (9981916)

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The overview of the workflow followed for model development and variant classification with TabNet and XGBoost models. حسب Aastha Vatsyayan (9981916)

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S2 Table - حسب Aastha Vatsyayan (9981916)

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Barplot comparing the accuracy, MCC, NPV and PPV of 13 models with TabNet and XGBoost. حسب Aastha Vatsyayan (9981916)

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Scatterplot of class probability vs the actual ACMG class for the XGBoost model across the validation set of 156 variants. حسب Aastha Vatsyayan (9981916)

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Comparison of the performance of both models against 13 other models on the independent test dataset. حسب Aastha Vatsyayan (9981916)

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Confusion matrix depicting the models’ predictions on the 30% test data. حسب Aastha Vatsyayan (9981916)

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Confusion matrix of predictions made on the ACMG-qualified independent validation dataset comprising of 156 variants. حسب Aastha Vatsyayan (9981916)

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Scatterplot of class probability vs the predicted class for the TabNet model across all VUS variants 251 exonic VUS variants that were a part of the validation dataset. حسب Aastha Vatsyayan (9981916)

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The model learning rate and loss of the TabNet model across187 epochs. حسب Aastha Vatsyayan (9981916)

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S12 Fig - حسب Aastha Vatsyayan (9981916)

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Fig 2 - حسب Aastha Vatsyayan (9981916)

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Comparison of algorithms in two cases. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

Flow of the NSGA-II algorithm. حسب Yi Tao (178829)

الموضوعات: "…evolutionary genetic algorithm…"

ADT: A Generalized Algorithm and Program for Beyond Born–Oppenheimer Equations of “<i>N</i>” Dimensional Sub-Hilbert Space حسب Koushik Naskar (7510592)

"…The “ADT” program can be efficiently used to (a) formulate analytic functional forms of differential equations for ADT angles and diabatic potential energy matrix and (b) solve the set of coupled differential equations numerically to evaluate ADT angles, residue due to singularity­(ies), ADT matrices, and finally, diabatic potential energy surfaces (PESs). …"

A Python Package for the Localization of Protein Modifications in Mass Spectrometry Data حسب Anthony S. Barente (14035175)

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Python implementation of the Trajectory Adaptive Multilevel Sampling algorithm for rare events and improvements حسب Pascal Wang (10130612)

"…<div>This directory contains Python 3 scripts implementing the Trajectory Adaptive Multilevel Sampling algorithm (TAMS), a variant of Adaptive Multilevel Splitting (AMS), for the study of rare events. …"