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Categorical Distribution & Indicator Function | Intro | with TensorFlow Probability
Machine Learning & Simulation
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One-Hot Categorical | Introduction | TensorFlow Probability
Machine Learning & Simulation
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Sampling the Categorical Distribution | Intuition & using NumPy
Machine Learning & Simulation
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39:20
Posterior & MAP for the Categorical | Full Derivation | example in TensorFlow Probability
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Maximum Likelihood Estimate for the One-Hot Categorical | TensorFlow Probability
Machine Learning & Simulation
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Bernoulli Distribution | Intro & Example | with TensorFlow Probability
Machine Learning & Simulation
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23:24
Maximum Likelihood Estimate for the Categorical | with example in TensorFlow Probability
Machine Learning & Simulation
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Multinomial Distribution | Intuition & Introduction | example in TensorFlow Probability
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Plate Notation and Datasets in TensorFlow Probability
Machine Learning & Simulation
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Mixture Distributions | Introduction | with examples in TensorFlow Probability
Machine Learning & Simulation
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