pytorch 9 deep-learning 8 uncertainty-quantification 7 bayesian-inference 7 machine-learning 5 bayesian-deep-learning 4 python 4 bayesian-layers 2 variational-inference 2 bayesian 2 bayes-by-backprop 2 uncertainty 2 tensorflow 2 bayesian-statistics 2 causal-inference 2 mcmc 2 statistics 1 numpyro 1 jax 1 flax 1 underwater-robotics 1 sonar-data 1 hierarchical-bayesian-analysis 1 lenstronomy 1 strong-lensing 1 optical-imagery 1 multimodal-ai 1 marine-science 1 habitat-mapping 1 environmental-ai 1 data-fusion 1 auv 1 remote-sensing 1 computer-vision 1 environmental-monitoring 1 geospatial-data 1 Oceanography 1 data-science 1 bayesian-methods 1 supernova 1 reproducible-science 1 recurrent-neural-networks 1 pandas 1 bayesian neural networks 1 cosmology 1 ard 1 arxiv 1 deep learning 1 neural networks 1 machine learning 1 neural-networks 1 stein-variational-gradient-descent 1 markov-chain-monte-carlo 1 PyTorch 1 Bayesian deep learning 1 probabilistic-machine-learning 1 physics 1 models 1 classification 1 multi-fidelity-learning 1 hypothesis-learning 1 gaussian-processes 1 deep-kernel-learning 1 bayesian-optimization 1 active-learning 1 time-to-event 1 survival-analysis 1 Survival Analysis 1 Bayesian Learning 1 Neural Network 1 Deep Learning 1 pytorch-lightning 1 predictive-uncertainty 1 earth-observation 1 conformal-prediction 1 bayesian deep learning 1 conformal prediction 1 uncertainty quantification 1 lightning 1 Multimodal Data 1 Habitat Classification 1 Underwater Mapping 1 Bayesian Neural Networks 1 AUV 1 pytorch-tutorial 1 pytorch-implementation 1 uncertainty-neural-networks 1 uncertainty-estimation 1 stochastic-variational-inference 1 deep-neural-networks 1 thompson-sampling 1 offline-policy-evaluation 1 multi-armed-bandits 1 optimization 1 reinforcement-learning 1 multi-armed bandits 1 python3 1 ai 1 torch 1 neural-network 1