bayesian-quadrature

There are 1 repository under bayesian-quadrature topic.

EmuKit / emukit
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
machine-learning bayesian-optimization uncertainty-quantification multi-fidelity experimental-design bayesian-quadrature sensitivity-analysis decision-making emulation python
Language:Python 564
Akella17 / Deep-Bayesian-Quadrature-Policy-Optimization
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
reinforcement-learning policy-gradient gaussian-processes actor-critic probablistic-numerics deep-reinforcement-learning deep-learning pytorch advantage-actor-critic trust-region-policy-optimization natural-policy-gradient monte-carlo bayesian-quadrature mujoco roboschool continuous-control
Language:Python 16
ma921 / BASQ
(NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
bayesian-inference bayesian-quadrature quadrature simulation-based-inference machine-learning
Language:Python 16
ma921 / SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
bayesian-inference bayesian-optimization bayesian-quadrature blackbox-optimization drug-discovery quadrature simulation-based-inference global-optimization machine-learning optimization parameter-estimation
Language:Jupyter Notebook 16
theogf / BayesianQuadrature.jl
Is there anything we can't make Bayesian?
bayesian bayesian-inference quadrature bayesian-quadrature julia integral gaussian
Language:Julia 13
jacobnzw / SSMToybox
Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature
bayesian-quadrature gaussian-processes kalman-filtering moment-transform nonlinear-filtering nonlinear-kalman-filters
Language:Python 12
anh-tong / bqtorch
An implementation of Bayesian Quadrature based on GPytorch
bayesian-quadrature gaussian-processes
Language:Python 4
ShaunMcDonald1021 / probabilistic_numerics
Various probabilistic numerics projects. Main one is Laplace_Approximation.
bayesian-inference bayesian-quadrature probabilistic-numerics
Language:MATLAB 0
jacobnzw / SSMToybox_old
Sigma-Point Filters based on Bayesian Quadrature
bayesian-quadrature gaussian-process kalman-filtering moment-transform nonlinear-filtering
Language:Python