So how can we optimize our microbiota? Below, three simple rules for having a healthy gut. Focus on the right foods Directly influencing mood, sleep, and both the locomotor (musculoskeletal ...

Conditional image generation using digit labels (0–9) Modular code (train, test, model, dataloader) CVAE with reparameterization trick PyTorch-based implementation ...

To tackle these challenges, in this paper, we propose a unified Unsupervised Gaussian Mixture Variational Autoencoder for outlier detection. Specifically, a variational autoencoder firstly trains a ...

This project is a Variational Autoencoder (VAE)-based molecular SMILES string generator. It generates molecules composed of CHOH/CH2OH (referred to as A) and CH/CH2/CH3 (referred to as B) repeat units ...

First, to reduce the distance between multi-source homogeneous signals in the feature space, we design a novel Contrastive Pairs AutoEncoder (CPAE), which is for feature alignment before aggregating ...