deep-learning 20 pytorch 17 machine-learning 14 r 12 variational-autoencoder 12 bayesian-inference 11 vae 11 variational-inference 11 generative-model 8 statistics 8 generative-models 6 diffusion-models 6 graphical-models 6 latent-space 5 natural-language-processing 5 structural-equation-modeling 5 python 5 autoencoder 5 pca 5 representation-learning 4 generative-adversarial-network 4 machine-learning-algorithms 4 psychometrics 4 latent-variables 4 time-series 4 neural-network 4 embeddings 4 bayesian-methods 3 hierarchical-models 3 conditional-vae 3 state-space-model 3 clustering 3 tensorflow 3 neural-networks 3 autoencoders 3 measurement 3 generative-ai 3 expectation-maximization 3 stochastic 3 text-generation 3 normalizing-flows 3 mcmc 3 factor-analysis 3 markov-chain-monte-carlo 3 partial-least-squares-regression 3 regression 3 approximate-inference 3 statistical-learning 3 time-series-analysis 3 structural-equation-models 3 omics 3 data-science 3 item-response-theory 3 plsda 2 future-prediction 2 autonomous-driving 2 unsupervised-learning 2 video-prediction 2 domain-adaptation 2 ddpm 2 network-inference 2 julia 2 metropolis-hastings 2 dynamical-systems 2 differential-equations 2 discrete-structures 2 neuroscience 2 generative-text 2 natural-language-generation 2 gumbel-softmax 2 gradient-estimation 2 language-model 2 doodle 2 face 2 nlp 2 gmm 2 nn 2 transformers 2 quickdr 2 statistical-models 2 interactions 2 lwplsr 2 lwplsda 2 knn 2 kernel-pca 2 gxe 2 fda 2 discrimination 2 glm 2 chemometrics 2 signal-processing 2 response-times 2 bayesian 2 genetics 2 svm 2 matrix-factorization 2 environment 2 controllable-generation 2 topic-modeling 2 text-mining 2