List: Probabilistic Deep Learning with Python and Tensorflow | Curated by Aleksander Molak | Medium

Aleksander Molak

Sep 25, 2022

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Probabilistic Deep Learning with Python and Tensorflow

A series of articles on uncertainty estimation in neural networks using Tensorflow and Tensorflow Probability

In

TDS Archive

by

Aleksander Molak

Modeling uncertainty in neural networks with TensorFlow Probability

Part 1: An introduction

Nov 3, 2021

Modeling uncertainty in neural networks with TensorFlow Probability

Nov 3, 2021

In

TDS Archive

by

Aleksander Molak

Modeling uncertainty in neural networks with TensorFlow Probability

Part 2: Aleatoric uncertainty

Nov 12, 2021

Modeling uncertainty in neural networks with TensorFlow Probability

Nov 12, 2021

In

TDS Archive

by

Aleksander Molak

Modeling uncertainty in neural networks with TensorFlow Probability

Part 3: Epistemic uncertainty

Nov 19, 2021

Modeling uncertainty in neural networks with TensorFlow Probability

Nov 19, 2021

In

TDS Archive

by

Aleksander Molak

Modeling uncertainty in neural networks with TensorFlow Probability

Part 4: Going fully probabilistic¹

Nov 26, 2021

Modeling uncertainty in neural networks with TensorFlow Probability

Nov 26, 2021

Aleksander Molak

Aleksander Molak

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Researcher, Educator, Author, Advisor || Causality, NLP & Probabilistic Modeling || Learn more: bit.ly/learn-more-medium

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