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.
machine-learning tensorflow keras multivariate-distributions probabilistic-programming mcmc gaussian-processes hamiltonian-monte-carlo poisson-distribution univariate-distributions bernoulli-distribution tfp tensorflow-probability tensorflow2 binomial-distributions probabilistic-deep-learning deep-probabilistic-models probabilistic-layers probabilistic-time-series-forecasting
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Updated
Jun 15, 2026 - Jupyter Notebook