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Deterministic Distribution | Intuition & Introduction | TensorFlow Probability
Machine Learning & Simulation
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TensorFlow Probability: Learning with confidence (TF Dev Summit '19)
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Bernoulli Distribution | Intro & Example | with TensorFlow Probability
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Introduction to the Normal/Gaussian Distribution | with example in TensorFlow Probability
Machine Learning & Simulation
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Multinomial Distribution | Intuition & Introduction | example in TensorFlow Probability
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Gamma Distribution | Intuition, Introduction & Visualization | example in TensorFlow Probability
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Binomial Distribution | Intuition & Introduction | w\ example in TensorFlow Probability
Machine Learning & Simulation
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Variational Inference by Automatic Differentiation in TensorFlow Probability
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One-Hot Categorical | Introduction | TensorFlow Probability
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Multivariate Normal | Intuition, Introduction & Visualization | TensorFlow Probability
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Dirichlet Distribution | Intuition & Intro | w\ example in TensorFlow Probability
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Gaussian Mixture Model | Intuition & Introduction | TensorFlow Probability
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Posterior & MAP for the Categorical | Full Derivation | example in TensorFlow Probability
Machine Learning & Simulation
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