• Suche: Bayesian Analysis with Python

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1

BSTPP: a python package for Bayesian spatiotemporal point processes.
Manring, Isaac ; Wang, Honglang ; Mohler, George ; et al.
Journal of Applied Statistics. Oct2025, Vol. 52 Issue 13, p2524-2543. 20p.

BAYESIAN analysis SPATIOTEMPORAL processes POINT processes PYTHON programming langu... INFERENCE (Logic) LATENT variables …
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2

A different approach for causal impact analysis on Python with Bayesian structural time-series and bidirectional LSTM models
Fotia, Pasquale ; Ferrara, Massimiliano
Atti della Accademia Peloritana dei Pericolanti : Classe di Scienze Fisiche, Matematiche e Naturali, Vol 101, Iss 2, p A12 (2023)
Atti della Accademia Peloritana dei Pericolanti-Classe di Scienze Fisiche, Matematiche e Naturali; Vol 101, No 2 (2023); A12
Atti della Accademia Peloritana dei Pericolanti. Classe di Scienze Fisiche, Matematiche e Naturali; Vol 101, No 2 (2023); A12

Mathematics Computer Science Q1-390 Science (General) Causal impact analysis Bi-LSTM, Deep Learning …
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3

bayes_traj: A Python package for Bayesian trajectory analysis.
James C. Ross ; Tingting Zhao
J. Open Source Softw.. 10(109):7323-7323

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4

BART-Survival: A Bayesian machine learning approach to survival analyses in Python.
Jacob Tiegs ; Julia Raykin ; Ilia Rochlin
J. Open Source Softw.. 10(105):7213-7213

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6

Bayesian Changepoint Detection via Logistic Regression and the Topological Analysis of Image Series.
Thomas, Andrew M. ; Jauch, Michael ; Matteson, David S.
Technometrics. Nov2025, Vol. 67 Issue 4, p693-705. 13p.

MULTIVARIATE analysis BAYESIAN analysis CHANGE-point problems LOGISTIC regression anal... TOPOLOGY DATA transformations (St... …
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7

pgmpy: A Python Toolkit for Bayesian Networks.
Ankan, Ankur ; Textor, Johannes
Journal of Machine Learning Research. Jan-Dec2024, Vol. 25, p1-8. 8p.

BAYESIAN analysis DECISION making CAUSAL inference MACHINE learning SOURCE code
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8

pyBNBowTie: Python library for Bow-Tie Analysis based on Bayesian Networks.
Frank T. Zurheide ; Eckehard Hermann ; Harald Lampesberger
ISM. :344-351

Konferenz
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10

pyBNBowTie: Python library for Bow-Tie Analysis based on Bayesian Networks.
Zurheide, Frank T. ; Hermann, Eckehard ; Lampesberger, Harald
Procedia Computer Science. 2021, Vol. 180, p344-351. 8p.

Bayesian analysis Python programming langu... Computer software Risk assessment
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11

Bayesian analysis suggests independent development of sensitization to different fungal allergens
Rodinkova, Victoria ; Yuriev, Serhii ; Mokin, Vitalii ; et al.
In World Allergy Organization Journal May 2024 17(5)

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12

Advanced Photovoltaic Degradation Analysis using Physics Modeling and Bayesian Machine Learning
Analyse de la dégradation photovoltaïque par modélisation physique et apprentissage automatique bayésien
Chakar, Joseph ; Laboratoire de Physique des Interfaces et des Couches Minces (LPICM) ; École polytechnique (X) ; et al.
Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2024. English. ⟨NNT : 2024IPPAX120⟩

Machine learning Bayesian analysis Perovskites Photovoltaics Solar energy Intelligence artificiell... …
Dissertation
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13

refnx: neutron and X-ray reflectometry analysis in Python
Nelson, ARJ ; Prescott, SW
J Appl Crystallogr

X-ray reflectometry Bayesian analysis Bioengineering 02 engineering and techn... anzsrc-for: 3402 Inorgan... 01 natural sciences …
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15

Tidal Corrections From and for SWOT Using a Spatially Coherent Variational Bayesian Harmonic Analysis.
Monahan, Thomas ; Tang, Tianning ; Roberts, Stephen ; et al.
Journal of Geophysical Research. Oceans. Mar2025, Vol. 130 Issue 3, p1-31. 31p.

Ocean surface topography Bayesian analysis Bayesian field theory Altimetry Machine learning Harmonic analysis (Mathe...
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16

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17

ArviZ a unified library for exploratory analysis of Bayesian models in Python
Ravin Kumar ; Colin Carroll ; Ari Hartikainen ; et al.
CONICET Digital (CONICET)
Consejo Nacional de Investigaciones Científicas y Técnicas

Optimization Techniques... Artificial intelligence Social Sciences Management Science and O... Clustering of Time Serie... Bayesian probability …
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18

Bayesian Analysis with Python Ed. 2
Martin, Osvaldo ; Martin, Osvaldo ; Martin, Osvaldo ; et al.

E-Ressource
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19

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20

Bayesian Modeling and Computation in Python Learning.
Lazic, Stanley E.
Journal of the Royal Statistical Society: Series A (Statistics in Society). Dec2022 Supplement 2, Vol. 185, pS764-S765. 2p.

PROGRAMMING languages BAYESIAN analysis TIME series analysis COMPUTER science PYTHON programming langu...
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