CSIRO MLAI Future Science Platform

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17 repositories

deep-mpc
Public
Python
•10•35•4•0•Updated Nov 8, 2024Nov 8, 2024
dl_hpc_starter_pack
Public
pip install the deep learning & HPC starter pack to begin your project.
python hpc slurm hydra hpc-clusters pytorch-lightning neptune-ai deep-learning pytorch
Python
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Apache License 2.0
•3•12•8•0•Updated Nov 6, 2024Nov 6, 2024
FOOD-2023-S1
Public
R
•4•1•0•0•Updated May 9, 2023May 9, 2023
decision-tree-mpc
Public
Shell
•1•7•2•0•Updated Nov 9, 2022Nov 9, 2022
invobs-data-assimilation
Public
Clone of a data assim invobs nueral method
Jupyter Notebook
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Other
•6•0•0•0•Updated Jul 1, 2022Jul 1, 2022
RL-BOED
Public
Python
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MIT License
•7•10•0•0•Updated Jun 10, 2022Jun 10, 2022
hackfest-ppl
Public
A tutorial on probabilistic programming with deep learning, stochastic variational inference, MCMC and other useful tricks. Based in pytorch/pyro.
pytorch probabilistic-programming tutor pyro
Jupyter Notebook
•2•5•0•0•Updated May 16, 2022May 16, 2022
iclr-blog-track.github.io
Public
HTML
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Other
•3k•0•0•0•Updated Dec 17, 2021Dec 17, 2021
fno_inversion_ml4ps2021
Public
hybrid-prediction
Python
•1•1•0•0•Updated Dec 13, 2021Dec 13, 2021
pyro
Public
Deep universal probabilistic programming with Python and PyTorch
Python
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Apache License 2.0
•986•0•0•0•Updated Oct 26, 2021Oct 26, 2021
pull-request-practice
Public
0•0•0•0•Updated Apr 15, 2021Apr 15, 2021
git-practice
Public
0•0•0•0•Updated Apr 15, 2021Apr 15, 2021
git-intro
Public
HTML
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Other
•5•0•0•0•Updated Apr 14, 2021Apr 14, 2021
CausalNN
Public archive
Jupyter Notebook
•0•0•0•0•Updated Dec 16, 2020Dec 16, 2020
bayesianize
Public
Bayesianize: A Bayesian neural network wrapper in pytorch
Python
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MIT License
•11•0•0•0•Updated Nov 30, 2020Nov 30, 2020
primer
Public
Jupyter Notebook
•0•1•0•0•Updated Nov 19, 2020Nov 19, 2020
kalman-jax
Public
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
Jupyter Notebook
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Apache License 2.0
•13•0•0•0•Updated Nov 6, 2020Nov 6, 2020