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MCMC for Mixture Models: Inferring Earthquake Regimes
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MCMC for Mixture Models: Inferring Earthquake Regimes

#bayesian #sampling #probabilistic
14 min read
🌸 Bloom Filters Explained Like You're 5
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🌸 Bloom Filters Explained Like You're 5

#eli5 #datastructures #probabilistic #tutorial
2 min read
Custom Likelihoods in PyMC: One-Inflated Beta Regression for Loan Repayment
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Custom Likelihoods in PyMC: One-Inflated Beta Regression for Loan Repayment

#bayesian #probabilistic #pymc #customlikelihood
17 min read
Bayesian Survival Analysis with PyMC: Modelling Customer Churn
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Bayesian Survival Analysis with PyMC: Modelling Customer Churn

#bayesian #probabilistic #survivalanalysis #pymc
16 min read
Text Classification from Scratch: TF-IDF and Naive Bayes
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Text Classification from Scratch: TF-IDF and Naive Bayes

#supervisedlearning #discriminative #probabilistic
14 min read
Gaussian Process Regression: The Bayesian Approach to Curve Fitting
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Gaussian Process Regression: The Bayesian Approach to Curve Fitting

#bayesian #supervisedlearning #probabilistic #inference
13 min read
Hierarchical Bayesian Regression with PyMC: When Groups Share Strength
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Hierarchical Bayesian Regression with PyMC: When Groups Share Strength

#bayesian #probabilistic #inference #pymc
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13 min read
The Data Structure That's Okay With Being Wrong
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The Data Structure That's Okay With Being Wrong

#datastructures #bloomfilter #probabilistic #performance
6 min read
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