bayesian-machine-learning

There are 8 repositories under bayesian-machine-learning topic.

krasserm / bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
machine-learning bayesian-methods bayesian-machine-learning gaussian-processes bayesian-optimization variational-autoencoder
Language:Jupyter Notebook 1755
AmazaspShumik / sklearn-bayes
Python package for Bayesian Machine Learning with scikit-learn API
python bayesian-machine-learning machine-learning scikit-learn bayesian
Language:Jupyter Notebook 509
gradientinstitute / aboleth
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
deep-learning deep-neural-networks bayesian-inference bayesian-machine-learning tensorflow gaussian-processes
Language:Python 127
ermongroup / a-nice-mc
Code for "A-NICE-MC: Adversarial Training for MCMC"
tensorflow generative-models tensorflow-experiments markov-chain markov-chain-monte-carlo generative-adversarial-network bayesian-inference bayesian-machine-learning neural-networks
Language:Jupyter Notebook 125
jkfitzsimons / IPyNotebook_MachineLearning
This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.
machine-learning gaussian-processes bayesian-machine-learning bayesian-inference ipython-notebook kernel-methods
34
OFAI / BayesianNonparametrics.jl
BayesianNonparametrics in julia
bayesian-nonparametric-models julia dirichlet-process-mixtures bayesian-machine-learning bayesian-methods
Language:Julia 30
wbasener / BayesianML
This is a GitHub repository for our Bayeisan Machine Learning textbook, which includes the PDF for the book and accompanying Python notebooks.
bayesian machine-learning python bayesian-machine-learning bayesian-inference
Language:Jupyter Notebook 21
vince-CV / probabilistic-machine-learning
Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...
uncertainty data-analysis bayesian-analysis monte-carlo bayesian-machine-learning
Language:Jupyter Notebook 10
sleglaive / BayesianML
Bayesian methods for machine learning course at CentraleSupélec
bayesian-methods machine-learning bayesian-machine-learning
Language:Jupyter Notebook 7
SSubhnil / BAC-DAC-gym
Bayesian Actor-Critic with Neural Networks. Developing an OpenAI Gym toolkit for Bayesian AC reinforcement learning.
reinforcement-learning actor-critic model-free-rl continuous-control bayesian-optimization bayesian-reinforcement-learning gym bayesian-machine-learning
Language:Python 7
BayesML
yuta-nakahara / BayesML
Library for Bayesian machine learning
bayesian-inference bayesian-statistics machine-learning statistics variational-inference bayesian-decision-theory bayesian-machine-learning
Language:Python 5
itsayushthada / Probabislitc-Deep-Learning
Exploration of TensorFlow-2 and TensorFlow probability to implement Bayesian Neural Networks, Normalizing flows, real NVPs and Autoencoders. Exploration of Bayesian Modelling and Variational Inference with Pyro.
probabilistic-modelling deep-learning bayesian-neural-networks bayesian-inference probabilistic-deep-learning tensorflow-probability tensorflow-2 pyro bayesian-machine-learning variational-inference
Language:Jupyter Notebook 4
ian-flores / bayesian_and_ml_papers
bayesian bayesian-machine-learning machine-learning gaussian-processes
2
AndreaGhiglione / advanced-statistical-inference
Exercises on Bayesian linear regression, Gaussian Processes, Metropolis-Hastings Inference for Bayesian Logistic Regression, K-means and Probabilistic PCA. Made at Institut EURECOM (FR)
statistics bayesian-machine-learning
Language:Jupyter Notebook 1
ishaanb92 / BayesianML
Assignment code for Bayesian ML course on Coursera
bayesian-machine-learning coursera
Language:Jupyter Notebook 1
rgualan / soton-data-science-thesis
Platform for automatic processing of (aq-tngapms) Air Quality using TNGAPMS
air pollution sensors spatio-temporal bayesian-machine-learning visualization machine-learning
Language:R 1
sbrml / gaussian_processes
gaussian-processes gplvm sparse-gaussian-processes variational-inference bayesian-machine-learning machine-learning
Language:Jupyter Notebook 1
su-boussard-lab / acu-uncertainty-estimation
A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization
bayesian-machine-learning machine-learning
Language:Python 1
ax-va / Project-BayesianPy
This is a collection of algorithms and models written in Python for probabilistic programming. The main focus of the package is on Bayesian reasoning by using Bayesian networks, Markov networks, and their mixing.
bayesian-networks probabilistic-programming bayesian-inference bayesian-machine-learning markov-networks probabilistic-graphical-models bayesian-network probabilistic-reasoning machine-learning machine-learning-algorithms markov-network bayesian-reasoning inference pgm
Language:Python 0
EhtashamBillah / Bayesian-Machine-Learning-in-Breast-Cancer-Diagnosis
The aim of this project is to apply Bayesian Machine Learning Algorithm to predict the diagnosis condition of the patients.
bayesian-machine-learning breast-cancer-diagnosis classification machine-learning
Language:R 0
o-ikne / BML-Project
Bayesian Machine Learning Project
bayesian-inference bayesian-machine-learning stochastic-gradient-descent
Language:Jupyter Notebook 0
ck-unifr / udemy-bayesian-machine-learning-ab-test
Repo of udemy bayesian machine learning A/B test
udemy bayesian-machine-learning a-b-testing
Language:Python
Matthieu-Carreau / Stein-Variational-Gradient-Descent
Numerical experiments to illustrate theoretical points of the article: A non-asymptotic analysis for stein variational gradient descent, Korba et al., 2021
bayesian-machine-learning
Language:Jupyter Notebook
wataruhashimoto52 / bayesian-inference-cpp
Bayesian Machine Learning
cpp bayesian-inference bayesian-machine-learning
Language:C++

bayesian-machine-learning

krasserm / bayesian-machine-learning

AmazaspShumik / sklearn-bayes

gradientinstitute / aboleth

ermongroup / a-nice-mc

jkfitzsimons / IPyNotebook_MachineLearning

OFAI / BayesianNonparametrics.jl

wbasener / BayesianML

vince-CV / probabilistic-machine-learning

sleglaive / BayesianML

SSubhnil / BAC-DAC-gym

yuta-nakahara / BayesML

itsayushthada / Probabislitc-Deep-Learning

ian-flores / bayesian_and_ml_papers

AndreaGhiglione / advanced-statistical-inference

ishaanb92 / BayesianML

rgualan / soton-data-science-thesis

sbrml / gaussian_processes

su-boussard-lab / acu-uncertainty-estimation

ax-va / Project-BayesianPy

EhtashamBillah / Bayesian-Machine-Learning-in-Breast-Cancer-Diagnosis

o-ikne / BML-Project

ck-unifr / udemy-bayesian-machine-learning-ab-test

Matthieu-Carreau / Stein-Variational-Gradient-Descent

wataruhashimoto52 / bayesian-inference-cpp