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71 search results found
Probabilistic Programming And Bayesian Methods For Hackers
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25,692
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understandingfirst, mathematicssecond point of view. All in pure Python ;)
Bayesian Modelling In Python
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2,202
A python tutorial on bayesian modeling techniques (PyMC3)
Bayesian Machine Learning
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1,587
Notebooks about Bayesian methods for machine learning
Doing_bayesian_data_analysis
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799
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
Pymc4
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708
Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
Statistical Rethinking With Python And Pymc3
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674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Bayesian Stats Modelling Tutorial
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601
How to do Bayesian statistical modelling using numpy and PyMC3
Bap
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578
Bayesian Analysis with Python (Second Edition)
Dbda Python
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543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Scipy2014_tutorial
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281
Tutorial: Bayesian Statistical Analysis in Python
Hddm
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229
HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).
Bayesian Analysis With Python
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201
Bayesian Analysis with Python by Packt
Pymc3_models
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134
Advance Bayesian Modelling With Pymc3
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133
Pymc3_vs_pystan
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105
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation video: https://www.youtube.com/watch?v=Jb9eklfbDyg
Bayesian Cognitive Modeling In Pymc3
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90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling  A Pratical Course
Pymc Example Project
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87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Probabilisticprogrammingprimer
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77
Mcmc_pydata_london_2019
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75
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
Pymc3_quickstart_guide
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72
Pymc3_datasciencela
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62
PyMC3 tutorial for DataScience LA (January 2017)
Planet_sakaar_data_science
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53
A colourful collection of codes and notebooks, like Planet Sakaar
All That Likelihood With Pymc3
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43
Pmml_pymcbn
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38
Flu Sequence Predictor
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34
An experimental deep learning & genotype networkbased system for predicting new influenza protein sequences.
Pymc3_oslo
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34
Probabilistic programming in Python workshop at Oslo universitetssykehus HF
Pm Pyro
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31
PyMC3like Interface for Pyro
Bayesian Analysis With Python
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30
《用Python做贝叶斯分析》
Pymc Data Umbrella
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23
Website: Data Umbrella & PyMC open source sessions
Calibr8
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21
Toolbox for nonlinear calibration modeling.
Pymc3_euss
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21
Course in Probabilistic Programming in Python for the 2018 EU Summer School
Pyrff
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20
pyrff: Python implementation of random fourier feature approximations for gaussian processes
Bayesian Workflow With Pymc
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20
Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019
Probabilistic Programming Intro
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19
Intro_to_pymc3
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16
Short introduction to Bayesian statistical modelling with PyMC3
Probability_and_statistics
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14
Course materials for PROBABILITY AND STATISTICS A/B
Covadapt
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13
Low rank adaptation of covariance matrices for nuts sampling in pymc3
Pymc_examples
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13
Small repo for WIP pymc examples
Bayesian Stats Simulation Tutorial
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11
Bayesian statistical modelling using numpy and PyMC3. Telling stories using the language of probability. And more!
Bayesball
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10
Bayesball: Bayesian analysis of batting average
Ma598
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9
Probablytensorflow
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9
A tutorial on Bayesian Inference with Tensorflow Probability
Oracle
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8
Scratch Implementations of Major Machine Learning Algorithms
Pyndamics
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8
Python Numerical Dynamics Simulator
Fbu
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7
Fully Bayesian Unfolding
Bayesian With Python
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6
프로그래머를 위한 베이지안 with 파이썬
Questioning Strategy Classification
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6
Repository for AM207 final project
Cqs_machine_learning
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6
2018 CQS Summer Institute course in machine learning
Election_pycast
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6
PyMC3 implementation of Drew Linzer’s dynamic Bayesian election forecasting model
Sbm
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6
Scalable Bayesian Modelling: A comparison
Bayesian Deep Learning
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5
Redistricting Pymc3 Pycon 2018
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5
Code and notebooks for "Fighting Gerrymandering with PyMC3" from PyCon 2018
Pymc Advi Hmc Demo
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5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
Maelstrom
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5
Forward modelling of pulsating stars in binaries
Statistical Rethinking
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5
Solutions to some of the problems in "Statistical Rethinking"
Bsspy
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4
Gsoc Learnings
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4
This repository contains the work summary of my GSoC project.
Principled Bayesian Workflow Pymc3
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4
A PyMC3 translation of Michael Betancourt's "A Principled Bayesian Workflow"
Cs2005_pymc
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3
Covid 19
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3
My simple COVID19 deathtorecovery rate model
Aiml2018 Progprog
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3
Example Probabilistic Programming @ BilagScan  AI/ML 2018 Event
Presentations
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3
A repository for public and workrelated presentations.
Nervy Notebooks
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3
Notebook regarding neural networks
Coffee
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3
A record of our python coffee discussions
Bayesian_learning
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2
Probabilistic programming  Bayesian deep networks and GPs
Pymc3_examples
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2
Updated repo for selfcontained pymc3 examples
Probabilistic_programming_primer
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2
Pydata Athens Talk
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2
Yes No Crowdsourcing
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2
Lecture_ml
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2
Google colab notebooks used in a lecture on machine learning
Pymc3
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2
Python3.5 and pymc3
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