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A PyTorch implementation of Tree-structured Conditional Random Fields.
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train the trainer Rendered at: https://grp-bio-it.embl-community.io/template-pages-mkdocs
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A Fiji Groovy script to perform cardiac muscle movement analysis.
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These Python scripts implement binary classification models to predict detectability of noncanonical ORF microprotein sequences using i) a TensorFlow-Keras Classifier and ii) a Multi-Layer Perceptron (MLP) classifier to predict detectability of noncanonical ORF microprotein sequences derived 'HLA-predicted binding peptide sequences' from scikit-learn. The scripts preprocess the datasets, train an artificial neural network (ANN), evaluate performance using multiple metrics, and extract feature importance based on model weights.
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