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Search results for python probabilistic programming
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53 search results found
Awesome Pytorch List
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14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Pymc
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8,528
Bayesian Modeling and Probabilistic Programming in Python
Pyro
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8,464
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 objectoriented design and probabilistic models under the hood.
Awesome Pytorch List Cnversion
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1,426
Awesomepytorchlist 翻译工作进行中......
Uncertainty Baselines
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1,324
Highquality implementations of standard and SOTA methods on a variety of tasks.
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.
Blackjax
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636
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Lightwood
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394
Lightwood is Legos for Machine Learning.
Pyprob
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366
A probabilistic programming system for simulators and highperformance computing (HPC), based on PyTorch
Gpjax
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352
Gaussian processes in JAX.
Mcx
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307
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
Problog
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251
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
Funsor
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224
Functional tensors for probabilistic programming
Bayesloop
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127
Probabilistic programming framework that facilitates objective model selection for timevarying parameter models.
Ptstat
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107
Probabilistic Programming and Statistical Inference in PyTorch
Bayes Toolbox
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88
bayestoolbox
Pymc Example Project
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87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Ergo
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82
A Python library for integrating modelbased and judgmental forecasting
Notebooks
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65
Programming Exercises
Dnest4
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56
Diffusive Nested Sampling
Pyautofit
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54
PyAutoFit: Classy Probabilistic Programming
Conjugate_prior
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51
Implementation of the conjugate prior table for Bayesian Statistics
Gumbi
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47
Gaussian Process Model Building Interface
An_intro_to_probabilistic_programming
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44
This is the code for the "An intro to probabilistic programming with Uber's Pyro" by Siraj Raval on Youtube
Pyroved
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41
Invariant representation learning from imaging and spectral data
Symbolic Pymc
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40
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
Tablespoon
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38
🥄✨Timeseries Benchmark methods that are Simple and Probabilistic
Hfppl
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34
Probabilistic programming with HuggingFace language models
Kessler
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32
A machine learning library for spacecraft collision avoidance
Brancher
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31
A python library for stochastic variational inference and differentiable probabilistic programming
Liesel
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31
A probabilistic programming framework
Gmm
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30
Variational Inference in Gaussian Mixture Model
Cgpm
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24
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
Pymc Data Umbrella
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23
Website: Data Umbrella & PyMC open source sessions
Pymc3_euss
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21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
Autoreparam
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20
Automatic Reparameterisation of Probabilistic Programs
Probabilistic Programming And Bayesian Methods For Hackers
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17
Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon
Odin Ai
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15
Orgainzed Digital Intelligent Network (O.D.I.N)
Zhusuan Jittor
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13
Zhusuan with backend Jittor
Pinot
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12
Probabilistic Inference for NOvel Therapeutics
Mue
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10
A package for making MuE observation models in Edward2.
Iventure
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10
An interactive, browserbased probabilistic programming environment.
Probact Probabilistic Activation Function
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9
Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.
Outrank
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8
A Python library for efficient feature ranking and selection on sparse data sets.
Multiverse
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8
MultiVerse: Probabilistic Programming Language for Causal Reasoning
Poke
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8
An interactive environment for probabilistic programming.
Cqs_machine_learning
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6
2018 CQS Summer Institute course in machine learning
Artificial Intelligence Nanodegree
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6
This repo consists of the projects that I completed as a part of the Udacity's Artificial Intelligence Nanodegree's curriculum.
Pacal
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6
ProbAbilistic CALculator  a package for computing with probability distributions
Probabilistic Programming Packages
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6
Trying out different probabilistic programming packages on the same statistical model
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
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