Search references for PYMC. Phrases containing PYMC
See searches and references containing PYMC!PYMC
Probabilistic programming library for the Python programming language
PyMC (formerly known as PyMC3) is a probabilistic programming library for Python. It can be used for Bayesian statistical modeling and probabilistic machine
PyMC
Software system for statistical models
github.io/. "BAli-Phy Home Page". bali-phy.org. "ProbCog". GitHub. PyMC devs. "PyMC". pymc-devs.github.io. stripe/rainier, Stripe, August 19, 2020, retrieved
Probabilistic_programming
General-purpose programming language
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Python_(programming_language)
Numerical computation library for Python
On 17 May 2018, Chris Fonnesbeck wrote on behalf of the PyMC development team that the PyMC developers will officially assume control of Theano maintenance
Theano_(software)
Python package
designed to work with the output of probabilistic programming libraries like PyMC, Stan, and others by providing a set of tools for summarizing and visualizing
ArviZ
Programming language for statistics
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
R_(programming_language)
American computer scientist
computer scientist who is currently working as a Principal Data Scientist at PyMC Labs. He is a former Professor of Computer Science at the Franklin W. Olin
Allen_B._Downey
Python web framework
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Flask_(web_framework)
Estimation of the impact of marketing tactics on sales
(PDF). "LightweightMMM". GitHub. Retrieved 2025-09-13. "PyMC-Marketing Documentation". PyMC-Marketing. Retrieved 2025-09-13. Feiler, Daniel; Tong, J
Marketing_mix_modeling
Statistics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Minitab
Conceptual model in philosophy of science
The specific problem is: needed to understand do-Operator, see https://www.pymc.io/projects/examples/en/latest/causal_inference/interventional_distribution
Causal_model
Open source data science software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Project_Jupyter
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
List_of_statistical_software
Python library for data analysis
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Pandas_(software)
Python library for machine learning
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Scikit-learn
Statistical model for a binary dependent variable
low dimensions. Now, though, automatic software such as OpenBUGS, JAGS, PyMC, Stan or Turing.jl allows these posteriors to be computed using simulation
Logistic_regression
Statistical analysis software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SPSS
Method of representing variables in Bayesian inference
interfaces to Bayesian statistics programs such as BUGS and BayesiaLab and PyMC. Ghahramani, Zoubin (August 2007). Graphical models (Speech). Tübingen, Germany
Plate_notation
Python distribution
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Anaconda (Python distribution)
Anaconda_(Python_distribution)
Open-source Python library for scientific computing
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
SciPy
Mathematical computing environment
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Maple_(software)
Software used in mathematical applications
Toolkit Trilinos Perl Data Language CuPy Dask Manim Matplotlib NetworkX NumPy PyMC SciPy SymPy Theano Axiom Calcpad Desmos GeoGebra GNU Octave gnuplot KCalc
Mathematical_software
software projects. SymPy – a symbolic mathematical calculations package. PyMC – python module containing Bayesian statistical models and fitting algorithms
List_of_Python_software
Statistical software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SAS_(software)
Statistical model written in multiple levels
and ecological processes affecting species distribution, to mention a few. PyMC is a flexible open source Python package supporting such modeling. Allenby
Bayesian hierarchical modeling
Bayesian_hierarchical_modeling
Computational software program
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Wolfram_Mathematica
Statistical software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Microfit
Pygame Python LGPL Pyglet Python MIT PyGObject Python LGPL-2.1 or later PyMC Python Apache 2.0 Python Imaging Library Python Python Imaging Library License
List of open-source code libraries
List_of_open-source_code_libraries
Sampling algorithm
molecular modeling Stan, a probabilistic programing language implementing HMC. PyMC, a probabilistic programming language implementing HMC. Metropolis-adjusted
Hamiltonian_Monte_Carlo
Suite of computer programs
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
JMP_(statistical_software)
Python package
high-level Bayesian model-building interface written in Python. It works with the PyMC probabilistic programming framework. Bambi provides an interface to build
Bambi_(software)
Statistical analysis software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
WINKS
Comparison of statistical analysis software
Posterior Derivative Finite Sum PyMC Apache Python Yes Kronecker Sparse ND No Any Correlated Yes Yes No Yes Yes PyMC Stan BSD, GPL custom Yes No No ND
Comparison of Gaussian process software
Comparison_of_Gaussian_process_software
Statistical package for time-series analysis
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
RATS_(software)
Continuous multivariate probability distribution
implemented in several probabilistic programming languages, including Stan and PyMC. Gelman, Andrew; Carlin, John B.; Stern, Hal S.; Dunson, David B.; Vehtari
Lewandowski-Kurowicka-Joe distribution
Lewandowski-Kurowicka-Joe_distribution
LIBSVM LightGBM Massive Online Analysis ML.NET mlpack MLX (Apple) Orange PyMC Scikit-learn Scikit-multiflow Shogun Vowpal Wabbit Weka XGBoost Apache SINGA
List of free and open-source software packages
List_of_free_and_open-source_software_packages
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
TSP_(econometrics_software)
Statistical software package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
LISREL
1996 Yes Cross-platform Python, C++ GUI, Python Yes Yes Yes No No Yes PyMC PyMC Development Team 2005 Yes Cross-platform Python Python Yes Yes No Yes
Comparison of machine learning software
Comparison_of_machine_learning_software
Statistical simulation software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Just_another_Gibbs_sampler
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
BugsXLA
Open-source statistical package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SOFA_Statistics
Orange — machine learning, data mining, data visualization, and data analysis PyMC — Python framework for Bayesian modeling and probabilistic programming Scikit-learn
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Analyse-it
Python library for numerical programming
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
NumPy
Data analysis software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
PSPP
Numerical analysis programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
GNU_Octave
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
StatsDirect
Computer system for mathematical calculation
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Mathcad
Dynamic programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Julia_(programming_language)
Statistical model containing both fixed effects and random effects
a similarly streamlined approach for fitting mixed effects models using PyMC. Nonlinear mixed-effects model Fixed effects model Generalized linear mixed
Mixed_model
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
The_Unscrambler
Probabilistic programming language for Bayesian inference
science, pharmaceutical statistics, market research, and medical imaging. PyMC is a probabilistic programming language in Python ArviZ a Python library
Stan_(software)
Numerical computing environment and programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
MATLAB
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SimFiT
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SYSTAT_(statistics_package)
Python web framework
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Django_(web_framework)
Analytics software suite
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SAS_Viya
R software and development tools
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
List_of_R_software_and_tools
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
NCSS_(statistical_software)
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
GLIM_(software)
Statistical software package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Stata
Toolkit Java SuanShu Accord.NET ALGLIB Math.NET Numerics Meta.Numerics Perl Data Language CuPy Dask JAX Manim Matplotlib NumPy PyMC Pyomo SciPy SymPy
List of open-source software for mathematics
List_of_open-source_software_for_mathematics
Computer algebra system
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SageMath
Monte Carlo algorithm
over arbitrary distributions that are specified as probabilistic programs. PyMC is an open source Python library for Bayesian learning of general Probabilistic
Gibbs_sampling
Statistics application
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
StatView
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
PS_Power_and_Sample_Size
Statistical software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SUDAAN
Data analytics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SPSS_Modeler
Collection of open-source Python software tools for computational biology
Orange Panda3D Pandas PlaidML Plotly ProbLog pvlib python PyGObject PyGTK PyMC PyObjC Pygame PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre
Biopython
Statistical software package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
XLispStat
Survey processing software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
CSPro
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
LIMDEP
Statistical software for data analysis
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
StatXact
Implementation of the S programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
S-PLUS
Statistical package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
EViews
Econometric software package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
OxMetrics
Statistical software for Bayesian analysis
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
WinBUGS
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
ADaMSoft
Add-in for Microsoft Excel
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
RExcel
Open-source interactive software for econometric analysis
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
JMulTi
Programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
IDL_(programming_language)
Data visualization package for R
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Ggplot2
Open-source statistical package
introduction to his Philosophical Essay on Probabilities. Bayesian inference PyMC WinBUGS Bolker BM, Gardner B, Maunder M, Berg CW, Brooks M, Comita L, Crone
LaplacesDemon
Computational method in Bayesian statistics
Python framework for efficient distributed ABC-SMC (Sequential Monte Carlo). PyMC A Python package for Bayesian statistical modeling and probabilistic machine
Approximate Bayesian computation
Approximate_Bayesian_computation
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Comparison of statistical packages
Comparison_of_statistical_packages
Open-source statistical computer software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Gretl
Statistical software company
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Revolution_Analytics
Statistics and graphics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
DAP_(software)
Type of analytics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Statistica
Scientific visualization software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Dataplot
Econometrics and statistics package
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
Shazam (econometrics software)
Shazam_(econometrics_software)
Data management and econometrics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
AREMOS
Matrix programming language
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
GAUSS_(software)
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
MLwiN
Non-linear statistical modeling software suite
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
ADMB
Statistical algorithms for time series data analysis
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
X-13ARIMA-SEATS
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
MedCalc
Statistics software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
XploRe
Software
(Julia, Python, R) GNU Octave OpenBUGS Orange PSPP Python (statsmodels, PyMC, IPython, IDLE) R (RStudio) SageMath SimFiT SOFA Statistics Stan XLispStat
SmartPLS
travel, tourism, insurance
PYMC
PYMC
PYMC
PYMC
PYMC
PYMC
PYMC
PYMC
PYMC
travel, tourism, insurance