bayesian-inference 25 statistics 22 machine-learning 21 python 20 probability 15 bayesian 14 mcmc 13 data-science 13 jax 12 bayesian-methods 12 machine 11 learning 11 deep-learning 11 probabilistic 10 tensorflow 10 variational-inference 9 neural-networks 8 statistical-analysis 8 pytensor 7 pyro 7 sampling 6 pytorch 5 programming 4 probabilistic-inference 4 language-model 4 sampling-methods 4 bayesian-statistics 4 machine learning 3 ppl 3 python3 3 hamiltonian-monte-carlo 3 gaussian-processes 3 probabilistic-models 3 sketch 2 regression 2 time-series 2 uncertainty-quantification 2 distribution 2 artificial-intelligence 2 data-mining 2 data-structures 2 data 2 astronomy 2 numpy 2 huggingface-transformers 2 semi-supervised-learning 2 llm 2 hmc 2 logic-programming 2 variational-autoencoder 2 markov-chain-monte-carlo 2 nested-sampling 2 differentiable-programming 2 pymc3 2 probabilistic-modeling 2 bayes 2 stats 2 probabilistic-graphical-models 2 forecasting 2 forecast 2 neurosymbolic-ai 2 answer-set-programming 1 conjugation 1 thompson sampling 1 conjugate 1 credal-sets 1 modelling 1 hypothesis 1 recommender-system 1 probabilistic-logic-programming 1 edward2 1 keras-tensorflow 1 knowledge-compilation 1 reinforcement-learning 1 bayesian-networks 1 recsim 1 likelihood 1 neural-network 1 user-friendly 1 statistical-models 1 perfect-hashing 1 arithmetic-circuits 1 inference-algorithms 1 Artificial 1 Intelligence 1 Probabilistic 1 Programming 1 conjunction-data-messages 1 satellite-conjunction-analysis 1 space-debris 1 spacecraft-collision-avoidance 1 Markov chain Monte Carlo 1 MCMC 1 Metropolis-Hastings 1 delayed rejection 1 adaptive Metropolis 1 delayed rejection adaptive Metropolis 1 Hamiltonian Monte Carlo 1 Hybrid Monte Carlo 1 HMC 1