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MCMC for Mixture Models: Inferring Earthquake Regimes
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Berkan Sesen
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Berkan Sesen
May 16
MCMC for Mixture Models: Inferring Earthquake Regimes
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14 min read
Custom Likelihoods in PyMC: One-Inflated Beta Regression for Loan Repayment
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Berkan Sesen
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Berkan Sesen
May 1
Custom Likelihoods in PyMC: One-Inflated Beta Regression for Loan Repayment
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17 min read
Bayesian Survival Analysis with PyMC: Modelling Customer Churn
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Berkan Sesen
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Berkan Sesen
Apr 29
Bayesian Survival Analysis with PyMC: Modelling Customer Churn
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16 min read
Bayesian Knowledge Tracing in 37 lines of Python — how NumPath models what a student knows
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Oscar Rieken
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Oscar Rieken
May 27
Bayesian Knowledge Tracing in 37 lines of Python — how NumPath models what a student knows
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4 min read
Closing the feedback loop: how mistake classification drives adaptive problem selection in NumPath
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Oscar Rieken
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Oscar Rieken
May 21
Closing the feedback loop: how mistake classification drives adaptive problem selection in NumPath
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3 min read
Gaussian Process Regression: The Bayesian Approach to Curve Fitting
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Berkan Sesen
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Berkan Sesen
Apr 13
Gaussian Process Regression: The Bayesian Approach to Curve Fitting
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13 min read
Hyperparameter Optimization: Grid vs Random vs Bayesian
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Berkan Sesen
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Berkan Sesen
Apr 10
Hyperparameter Optimization: Grid vs Random vs Bayesian
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16 min read
Hierarchical Bayesian Regression with PyMC: When Groups Share Strength
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Berkan Sesen
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Berkan Sesen
Apr 26
Hierarchical Bayesian Regression with PyMC: When Groups Share Strength
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13 min read
MCMC Island Hopping: An Intuitive Guide to the Metropolis-Hastings Algorithm
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Berkan Sesen
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Berkan Sesen
Apr 1
MCMC Island Hopping: An Intuitive Guide to the Metropolis-Hastings Algorithm
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9 min read
From MLE to Bayesian Inference: Why Your Estimate Needs a Prior
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Berkan Sesen
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Berkan Sesen
Mar 29
From MLE to Bayesian Inference: Why Your Estimate Needs a Prior
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15 min read
Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction System
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YMori
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YMori
Mar 23
Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction System
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4 min read
Git Bayesect: Bayesian Git Bisection for When Bugs Are Playing Games with You
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Zhang Yao
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Zhang Yao
Apr 9
Git Bayesect: Bayesian Git Bisection for When Bugs Are Playing Games with You
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5 min read
NPB 2021 Backtest: Could a Bayesian Model Predict Last-Place-to-Champion?
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YMori
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YMori
Mar 24
NPB 2021 Backtest: Could a Bayesian Model Predict Last-Place-to-Champion?
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3 min read
Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction App
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YMori
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YMori
Mar 23
Adding Bayesian Ensemble + Monte Carlo to an NPB Prediction App
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4 min read
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