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GitHub topics: deep-probabilistic-models

mohd-faizy/Probabilistic-Deep-Learning-with-TensorFlow

Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.

Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 63 - Forks: 34

carlosloza/DNDBN

Probabilistic modeling of time series based on Deep Neural Hidden Semi-Markov Models. Biosignals-specific (EEG) implementation.

Language: Python - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

sinatayebati/deep-probabilistic-modeling

Deep probabilistic modeling with Pyro. This repository includes various probabilistic models developed based on Pyro, a deep universal probabilistic programming framework backed by PyTorch.

Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Related Keywords
deep-probabilistic-models 3 pytorch 1 pyro 1 graphical-models 1 eeg 1 bayesian-networks 1 univariate-distributions 1 tfp 1 tensorflow2 1 tensorflow-probability 1 tensorflow 1 probabilistic-programming 1 probabilistic-layers 1 probabilistic-deep-learning 1 poisson-distribution 1 multivariate-distributions 1 machine-learning 1 keras 1 binomial-distributions 1 bernoulli-distribution 1