bayesian-machine-learning
Here are 26 public repositories matching this topic...
Bayesian Machine Learning Project
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Jan 26, 2022 - Jupyter Notebook
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.
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Apr 29, 2023 - Python
AI-enabled lithium carbonate production with integrated CO2 capture, boosting and optimizing sustainable Li-ion battery production.
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Sep 4, 2024 - Jupyter Notebook
Numerical experiments to illustrate theoretical points of the article: A non-asymptotic analysis for stein variational gradient descent, Korba et al., 2021
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Mar 13, 2024 - Jupyter Notebook
The aim of this project is to apply Bayesian Machine Learning Algorithm to predict the diagnosis condition of the patients.
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Aug 2, 2018 - R
Repo of udemy bayesian machine learning A/B test
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Aug 7, 2019 - Python
A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization
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Jun 4, 2023 - Python
Exercises on Bayesian linear regression, Gaussian Processes, Metropolis-Hastings Inference for Bayesian Logistic Regression, K-means and Probabilistic PCA. Made at Institut EURECOM (FR)
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Jun 21, 2022 - Jupyter Notebook
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Aug 23, 2022 - Jupyter Notebook
Assignment code for Bayesian ML course on Coursera
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Nov 26, 2018 - Jupyter Notebook
Platform for automatic processing of (aq-tngapms) Air Quality using TNGAPMS
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Sep 7, 2017 - R
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Apr 4, 2019
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.
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Jun 16, 2021 - Jupyter Notebook
Library for Bayesian machine learning
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Nov 6, 2023 - Python
Bayesian methods for machine learning course at CentraleSupélec
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Jul 13, 2022 - Jupyter Notebook
Efficient approximate Bayesian machine learning
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Aug 8, 2024 - Python
Bayesian Actor-Critic with Neural Networks. Developing an OpenAI Gym toolkit for Bayesian AC reinforcement learning.
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Aug 14, 2021 - Python
Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...
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May 10, 2019 - Jupyter Notebook
This is a GitHub repository for our Bayeisan Machine Learning textbook, which includes the PDF for the book and accompanying Python notebooks.
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Jan 25, 2023 - Jupyter Notebook
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