Generating Synthetic Data Using a Variational Autoencoder with PyTorch. ... comma-delimited text file. Each line represents an 8 by 8 handwritten digit from "0" to "9." The UCI Digits data looks like: ...

Deep variational autoencoder for proteomics mass spectrometry data analysis. Research. Journal Research Funder the Ministry of Science and Technology of the People's Republic of China, ...

For peptide generation, latent vectors were sampled using a Variational Gaussian Mixture Model, decoded into sequences, and filtered based on length, amino acid validity and anticancer probability (> ...