β-Variational autoencoder as an entanglement classifier

•Using our methods we can encode the information of the entanglement of the quantum state into a latent space.•We can distinguish between entangled and separable states with high precision using both the model and the latent space.•We can distinguish between a set of local measurements and correlated measurements using the latent space.