Alternatives and similar repositories for ML_uncertainty_quantification

Users that are interested in ML_uncertainty_quantification are comparing it to the libraries listed below

• elizavetasemenova / EmbracingUncertainty
  Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
  ☆30Updated 3 years ago
• edfong / conformal_bayes
  Conformal Bayes with importance sampling
  ☆21Updated 3 years ago
• AaltoPML / spatiotemporal-graph-kernels
  The official implementation of Non-separable Spatio-temporal Graph Kernels via SPDEs.
  ☆16Updated 3 years ago
• facebookresearch / RidgeSketch
  A Fast sketching based solver for large scale ridge regression
  ☆17Updated last year
• onnela-lab / gptools
  Gaussian processes on graphs and lattices in Stan.
  ☆18Updated 4 months ago
• elizavetasemenova / gp_turing
  ☆15Updated 4 years ago
• gpschool / gpss20
  Gaussian Process and Uncertainty Quantification Summer School 2020
  ☆33Updated 2 years ago
• aki-nishimura / discontinuous-hmc
  "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu
  ☆28Updated 6 years ago
• hazimehh / L0Learn
  Efficient Algorithms for L0 Regularized Learning
  ☆102Updated last year
• dkaschek / dMod
  Dynamic modeling and parameter estimation in R
  ☆21Updated 5 months ago
• jpiironen / dimreduce
  ☆8Updated 4 years ago
• jg-you / complex-coinfection-inference
  Bayesian inference of effective contagion models from population level data, with STAN
  ☆14Updated 4 years ago
• LuZhangstat / Pathfinder
  ☆23Updated 2 years ago
• osqp / osqp-r
  R interface for OSQP
  ☆13Updated last year
• metrumresearchgroup / BayesPBPK-tutorial
  ☆14Updated 2 years ago
• aterenin / SparseGaussianProcesses.jl
  A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.
  ☆33Updated 4 years ago
• Mirmu / ParalogMatching.jl
  The matching routine for interologs identification based on co-evolution
  ☆11Updated 7 years ago
• ResearchLuxembourg / restimator
  Real time estimation of epidemic Effective Reproduction Number for Luxembourg
  ☆12Updated 2 years ago
• MLGlobalHealth / pi-vae
  Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space
  ☆14Updated 2 years ago
• johnmyleswhite / StatsFunctionsNotes
  Jupyter notebooks showing to implement statistical functions.
  ☆14Updated 5 years ago
• JiaYaobo / fenbux
  A Simple Statistical Distribution Library in JAX
  ☆16Updated last year
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆42Updated 2 years ago
• kisungyou / Riemann
  Learning with Data on Riemannian Manifolds
  ☆10Updated 2 years ago
• pyro-ppl / pyroed
  Bayesian optimization of discrete sequences
  ☆21Updated 3 years ago
• kskyten / BayesWorkshop2021
  ☆29Updated 4 years ago
• mmider / BridgeSDEInference.jl
  Inference for diffusion processes with the use of `Guided Proposals`
  ☆16Updated 4 years ago
• alisaab / l0bnb
  Solves the best subset selection problem
  ☆45Updated 3 years ago
• jtimonen / odemodeling
  R-package for building and fitting Bayesian ODE models in Stan
  ☆28Updated 11 months ago
• BerriJ / dccpp
  Fast computation of Distance Correlation and Distance Covariance in R
  ☆9Updated last year
• elizavetasemenova / PriorVAE
  Code of PriorVAE: encoding spatial priors with variational autoencoders
  ☆12Updated 2 years ago