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This repo contains the notebooks that is used in Medium posts.

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
Bayesian CNN - Experiments		Bayesian CNN - Experiments
Brief Introduction to Uncertainty		Brief Introduction to Uncertainty
Simple Fully Probabilistic Bayesian CNN		Simple Fully Probabilistic Bayesian CNN
Uncertainty in DL - Aleatoric Uncertainty		Uncertainty in DL - Aleatoric Uncertainty
Uncertainty in DL - Epistemic Uncertainty		Uncertainty in DL - Epistemic Uncertainty
README.md		README.md

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Medium_Notebooks_English

This repo only contains the codes that used in the articles.

Brief Introduction to Uncertainty

https://towardsdatascience.com/uncertainty-in-deep-learning-brief-introduction-1f9a5de3ae04

Uncertainty in DL - Aleatoric Uncertainty

https://towardsdatascience.com/uncertainty-in-deep-learning-aleatoric-uncertainty-and-maximum-likelihood-estimation-c7449ee13712

Uncertainty in DL - Epistemic Uncertainty

https://towardsdatascience.com/uncertainty-in-deep-learning-epistemic-uncertainty-and-bayes-by-backprop-e6353eeadebb

Uncertainty In Deep Learning — Bayesian CNN | TensorFlow Probability

https://towardsdatascience.com/uncertainty-in-deep-learning-bayesian-cnn-tensorflow-probability-758d7482bef6

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This repo contains the notebooks that is used in Medium posts.

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