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16 search results found

Bayesian Modeling and Probabilistic Programming in Python

Numpyro ⭐ 1,966

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Turing.jl ⭐ 1,925

Bayesian inference with probabilistic programming.

Dbda Python ⭐ 543

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

The base NIMBLE package for R

Pyautofit ⭐ 54

PyAutoFit: Classy Probabilistic Programming

A web interface for exploring PyMC3 traces

Pymc3_oslo ⭐ 34

Probabilistic programming in Python workshop at Oslo universitetssykehus HF

Mcmctempering.jl ⭐ 27

Implementations of parallel tempering algorithms to augment samplers with tempering capabilities

Blangsdk ⭐ 22

Blang's software development kit

Autoreparam ⭐ 20

Automatic Reparameterisation of Probabilistic Programs

Sparse Signaling Pathway Sampling: MCMC for signaling pathway inference

Probabilistic Programming Packages ⭐ 6

Trying out different probabilistic programming packages on the same statistical model

Probabilistic programming in Rust, with modeling and inference separated by a Generative Function Interface (GFI).

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

Turing2montecarlomeasurements.jl ⭐ 5

Interface between Turing.jl and MonteCarloMeasurements.jl

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