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Search results for bayesian probabilistic programming
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34 search results found
Pyro
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8,312
Deep universal probabilistic programming with Python and PyTorch
Zhusuan
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2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Orbit
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1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Gen.jl
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1,758
A general-purpose probabilistic programming system with programmable inference
Bayeslite
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828
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
Dbda Python
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543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Bayesian Statistics
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310
This repository holds slides and code for a full Bayesian statistics graduate course.
Forneylab.jl
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134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
Diffeqbayes.jl
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119
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
Bopp
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113
BOPP: Bayesian Optimization for Probabilistic Programs
Probai 2019
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89
Materials of the Nordic Probabilistic AI School 2019.
Pymc Example Project
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87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Probai 2021
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69
Materials of the Nordic Probabilistic AI School 2021.
All That Likelihood With Pymc3
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43
Bayesian Bandit.js
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42
Bayesian bandit implementation for Node and the browser.
Causact
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42
causact: R package to accelerate computational Bayesian inference workflows in R through interactive visualization of models and their output.
Symbolic Pymc
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40
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Pyconhk2015 Adaptive Learning
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26
Materials for the talk on adaptive learning at PyCon HK 2015
Pymc Data Umbrella
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23
Website: Data Umbrella & PyMC open source sessions
Kerneldensityestimate.jl
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23
Kernel Density Estimate with product approximation using multiscale Gibbs sampling
Turingbnpbenchmarks
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22
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
Pymc Stochastic Process
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22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
Pymc3_euss
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21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
App
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20
StatSim. Bayesian inference and statistical simulations in the browser
Probabilistic Programming And Bayesian Methods For Hackers
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17
Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon
Intro_to_pymc3
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16
Short introduction to Bayesian statistical modelling with PyMC3
Probabilistic_programming
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13
Gen.clj
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11
A general-purpose probabilistic programming system with programmable inference.
Awesome Interpretable Ml
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10
A curated list for interpretable machine learning
Bayesalpha
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8
Bayesian models to compute performance and uncertainty of returns and alpha.
Watershed
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7
Probability distributions in Clojure
Stanz
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6
Stanz is a scala library for purely functional Bayesian analysis.
Webppl
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5
Bayesian learning and inference with WebPPL.
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
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1-34 of 34 search results
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