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theano-pymc | Read the Docs

Theano-pymc.readthedocs.io theano-pymc.rtfd.io. Default Version. latest 'latest' Version. main. Stay Updated. Blog; Sign up for our newsletter to get our latest blog updates delivered to your …

Readthedocs.org

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PyMC3 and Theano — PyMC3 3.11.5 documentation

PyMC3 and Theano¶ What is Theano¶ Theano is a package that allows us to define functions involving array operations and linear algebra. When we define a PyMC3 model, we implicitly …

Docs.pymc.io

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theano-pymc-test.readthedocs.io

Theano-pymc-test.readthedocs.io

Theano-pymc-test.readthedocs.io

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Install pymc-learn — pymc-learn 0.0.1.rc0 documentation - Python

Install pymc-learn. pymc-learn requires a working Python interpreter (2.7 or 3.3+). It is recommend installing Python and key numerical libraries using the Anaconda Distribution , …

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PyMC3 interface — celerite2

This celerite2.pymc3 submodule provides access to the celerite2 models within the Theano framework. Of special interest, this adds support for probabilistic model building using PyMC3. …

Celerite2.readthedocs.io

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Why pymc-learn? — pymc-learn 0.0.1.rc0 documentation

Pymc-learn seeks to address these challenges by providing state-of-the art implementations of several popular probabilistic machine learning models. It is inspired by scikit-learn (Pedregosa …

Pymc-learn.readthedocs.io

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shared_randomstreams – Friendly random numbers — Theano …

Guide ¶. Since Theano uses a functional design, producing pseudo-random numbers in a graph is not quite as straightforward as it is in numpy. The way to think about putting randomness …

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Installation of pymc3 version with GPU support — cell2location ...

Installation of pymc3 version with GPU support. Prior to installing cell2location package you need to install miniconda and create a conda environment containing pymc3 and theano ready for …

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Welcome — Aesara 2.7.8+7.g8763981ca.dirty documentation

Aesara is based on Theano, which has been powering large-scale computationally intensive scientific investigations since 2007. ... PyMC Developers, 2020-2021; 2008--2019, LISA lab …

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Home — PyMC project website

PyMC is a probabilistic programming library for Python that allows users to build Bayesian models with a simple Python API and fit them using Markov chain Monte Carlo (MCMC) methods. …

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Multivariate Gaussian Random Walk — PyMC example gallery

This notebook shows how to fit a correlated time series using multivariate Gaussian random walks (GRWs). In particular, we perform a Bayesian regression of the time series data against a …

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