CSIRO MLAI Future Science Platform

CSIRO MLAI Future Science Platform's repositories

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pip install the deep learning & HPC starter pack to begin your project.

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A tutorial on probabilistic programming with deep learning, stochastic variational inference, MCMC and other useful tricks. Based in pytorch/pyro.

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Bayesianize: A Bayesian neural network wrapper in pytorch

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Clone of a data assim invobs nueral method

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Deep universal probabilistic programming with Python and PyTorch

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Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

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