Notebooks for the Practicals at the Deep Learning Indaba 2022.
reinforcement-learning transformers bayesian-inference jax graph-neural-networks deep-generative-models
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Apr 3, 2024 - Jupyter Notebook
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bayesian-inference
Here are 30 public repositories matching this topic...
This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.
machine-learning ipython-notebook bayesian-inference kernel-methods gaussian-processes bayesian-machine-learning
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Jul 27, 2015
A collection of Bayesian data analysis recipes using PyMC3
notebook bayesian-methods neural-networks bayesian bayesian-inference bayesian-data-analysis bayesian-statistics bayesian-analysis treatment-groups
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Oct 9, 2023 - Jupyter Notebook
A collection of educational notebooks covering key mathematical concepts and their applications in quantitative finance
python statistics time-series linear-regression jupyter-notebook option-pricing bayesian-inference quantitative-finance stochastic-processes black-scholes risk-management financial-mathematics financial-derivatives
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Sep 16, 2025 - Jupyter Notebook
A colourful collection of codes and notebooks, like Planet Sakaar
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Apr 5, 2023 - 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
Notebooks
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Apr 16, 2020 - Jupyter Notebook
Repository covering basics of Bayesian inference
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Sep 26, 2024 - Jupyter Notebook
Simple Experiments mainly on Machine Learning
machine-learning deep-learning probability pytorch bayesian-inference gaussian-processes variational-autoencoder natural-gradients
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Jan 23, 2025 - Jupyter Notebook
Example using PyMC in marimo notebooks
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Jun 24, 2025 - Python
Some notebooks for learning about bayesian models
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Apr 24, 2020 - Jupyter Notebook
Notebooks for Advanced Statistical Inference(ASI) course at EURECOM
bayesian kmeans bayesian-inference mcmc asi bayesian-statistics metropolis-hastings probabilistic-pca eurecom laplace-approximation bayesian-logistic-regression bayesian-linea
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Jun 4, 2022 - Jupyter Notebook
A collection of notebooks that demonstrate Bayesian data analysis
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Oct 7, 2025 - Jupyter Notebook
DS Notebooks
signal-processing exploratory-data-analysis bayesian-inference churn-prediction fraud-detection quantitative-analysis
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Dec 1, 2024 - Jupyter Notebook
Notebooks (mostly R but some PyMC3) covering Prof Richard McElreath's Statistical Rethinking 2 book (draft version up to 26th Sept 2019) and Homeworks from his winter 2019 lecture course
data-science r statistics bayesian-inference stan pymc3 bayesian-data-analysis causal-inference bayesian-statistics markov-chain-monte-carlo statistical-rethinking
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Nov 2, 2019 - Jupyter Notebook
Summary notebook implementing Bayesian Model Averaging with numpyro.
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May 20, 2024 - Jupyter Notebook
Collab Notebook Learned and Implemented During Spring 2024
machine-learning statistics deep-neural-networks neural-network supervised-learning bayesian bayesian-inference multiple percepton
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Apr 2, 2025 - Jupyter Notebook
Jupyter Notebook solutions for Advanced Statistical Inference course at EURECOM
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Jun 10, 2017 - Jupyter Notebook
Library of voice-triggered code snippets for arviz using Voice In Jupyter Notebooks
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Aug 8, 2024
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