List: Bayesian stuff | Curated by Aleksander Molak

Jun 11, 2023
17 stories
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Bayesian stuff
In
TDS Archive
by
Erdogan Taskesen
The Power of Bayesian Causal Inference: A Comparative Analysis of Libraries to Reveal Hidden…Reveal the hidden causal variables in your data set by using the best-suited Bayesian causal inference library: a comparison with hands-on…
May 22, 2023
3
May 22, 2023
3
In
TDS Archive
by
Dr. Robert Kübler
Convenient Bayesian Marketing Mix Modeling With PyMC MarketingA new and shiny library from the PyMC team worth trying out
Apr 13, 2023
5
Apr 13, 2023
5
In
TDS Archive
by
Avishek Nag
Reinforcement Learning vs Bayesian Optimization: when to use whatA comparative study of RL vs Bayesian approach for optimization solution
Jun 30, 2021
2
Jun 30, 2021
2
In
TDS Archive
by
Pedro Martins de Bastos
How to pick products on Amazon (using bayesian statistics to help you decide)A Case Study of Using Bayesian Inference for Decision Making
Nov 15, 2022
3
Nov 15, 2022
3
In
TDS Archive
by
Kaan Bıçakcı
Bayesian Inference and TransformersCan Transformers help doing Bayesian Inference? A simple review of Transformers Can Do Bayesian Inference
Aug 22, 2022
Aug 22, 2022
In
TDS Archive
by
Dr. Robert Kübler
Learning to Rank the Bayesian WayImplement the Bradley–Terry model in PyMC
Aug 9, 2022
6
Aug 9, 2022
6
In
TDS Archive
by
Blake Arnold
Exploring Bayesian A/B testing with simulationsUsing Monte Carlo simulations to understand why Bayesian A/B testing matters and how to set it up at your company.
Nov 25, 2019
1
Nov 25, 2019
1
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travel audience
by
Dr. Ville Lahtinen
Constrained budget allocation with Bayesian banditsPutting your clients’ advertising budgets into optimal use
Jun 10, 2022
1
Jun 10, 2022
1
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In
TDS Archive
by
Egor Howell
Bayesian Credible Intervals Simply ExplainedA concise description of Bayesian credible intervals and how to implement them in Python
Aug 8, 2022
Aug 8, 2022
In
HelloTech
by
Luca Fiaschi
Bayesian Media Mix Modeling using PyMC3, for Fun and ProfitMichael Johns, Zhenyu Wang, Bruno Dupont, and Luca Fiaschi
Aug 24, 2020
7
Aug 24, 2020
7
In
Artefact Engineering and Data Science
by
João Henrique Romeiro Alves
Bayesian Media Mix Modelling with limited dataOr how not to waste prior knowledge
Aug 29, 2022
2
Aug 29, 2022
2
In
TDS Archive
by
Dr. Robert Kübler
Bayesian Hierarchical Marketing Mix Modeling in PyMCLearn how to build MMMs for different countries the right way
Jul 25, 2022
7
Jul 25, 2022
7
In
TDS Archive
by
Jake
Bayesian Price Optimization with PyMC3PyMC3, Killer Visualizations, and Probabilistic Decision Making
Dec 8, 2021
5
Dec 8, 2021
5
In
TDS Archive
by
Emrick Sinitambirivoutin
An introduction to Variational Auto Encoders (VAEs)Understanding Variational Autoencoders (VAEs) from theory to practice using PyTorch (code available).
Jun 17, 2020
3
Jun 17, 2020
3
In
TDS Archive
by
Prashnna K. Gyawali
Disentanglement with Variational Autoencoder: A ReviewLearning of interpretable factorized representation has been around in machine learning for quite a time. But with the recent advancement…
Nov 28, 2018
3
Nov 28, 2018
3
In
TDS Archive
by
Susan Li
Hands On Bayesian Statistics with Python, PyMC3 & ArviZGaussian Inferences, Posterior Predictive Checks, Group Comparison, Hierarchical Linear Regression
Jul 17, 2019
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Jul 17, 2019
13