├── .gitignore ├── README.md ├── Slides ├── Advanced cognitive modeling – 1.1 Introduction.pdf ├── Advanced cognitive modeling – 2.Bayesian modeling.pdf └── Advanced cognitive modeling – 3.Reinforcement learning.pdf ├── images └── network.png └── notebooks ├── 0-BayesRule.ipynb ├── 1-ThinkingProbabilistically.ipynb ├── 10-MixtureModels.ipynb ├── 11-OpenAIGym.ipynb ├── 12-Q-learning.ipynb ├── 13-DeepQ-learning.ipynb ├── 2-IntroductionPyMC3.ipynb ├── 2-LinearRegression.ipynb ├── 3-sevenScientistsIQ.ipynb ├── 4-Psychophysics.ipynb ├── 5-ExamScores.ipynb ├── 6-MemoryRetention.ipynb ├── 7-ModelComparison.ipynb ├── 8-ComparingGaussianMeans.ipynb ├── 9-GLM.ipynb ├── data ├── IQ.png ├── hierarchicalPsychophysics.png ├── howell.csv ├── iris.csv ├── learningRate.png ├── psychophysics.png ├── psychophysics2.png ├── sevenscientists.png └── wald_gamma.png ├── portfolio1.ipynb ├── portfolio2.ipynb └── portfolio3.ipynb /.gitignore: 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