PyMC

URI: https://gptkb.org/entity/PyMC
GPTKB entity
Statements (28)
Predicate Object
gptkbp:instanceOf probabilistic programming library
gptkbp:citation Salvatier, J., Wiecki, T. V., & Fonnesbeck, C. (2016). Probabilistic programming in Python using PyMC3. PeerJ Computer Science, 2, e55.
gptkbp:dependsOn gptkb:Theano
gptkb:NumPy
gptkb:ArviZ
gptkb:Aesara
gptkbp:developer gptkb:PyMC_Developers
gptkbp:documentation https://www.pymc.io/projects/docs/en/stable/
gptkbp:firstReleased 2010
https://www.w3.org/2000/01/rdf-schema#label PyMC
gptkbp:latestReleaseVersion 2024-05-30
5.10.4
gptkbp:license gptkb:Apache_License_2.0
gptkbp:platform Cross-platform
gptkbp:programmingLanguage gptkb:Python
gptkbp:relatedTo gptkb:Edward
gptkb:TensorFlow_Probability
gptkb:Stan
gptkbp:repository https://github.com/pymc-devs/pymc
gptkbp:usedFor gptkb:Markov_chain_Monte_Carlo
probabilistic machine learning
Bayesian statistical modeling
gptkbp:website https://www.pymc.io/
gptkbp:bfsParent gptkb:Hamiltonian_Monte_Carlo
gptkb:scipy_ecosystem
gptkb:Theano-PyMC
gptkb:PyData_ecosystem
gptkbp:bfsLayer 6