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inprobml/JSL (press backspace or delete to remove)Convert the pyro demo, which uses pytorch under the hood, to numpyro, which uses jax under the hood. Use flax for the
neural network part. Then reimplement in pure jax/flax, without relying on numpyro ...
GSOC
murphyk
- Opened on Feb 8, 2022
- #13
We should create a roadmap to implement (all?) the functions defined the R-package bssm. For a reference, see
@misc{helske2021bssm,
title={bssm: Bayesian Inference of Non-linear and Non-Gaussian ...
gerdm
- Opened on Jan 14, 2022
- #11
- 1
- Opened on Dec 30, 2021
- #9
https://github.com/probml/pyprobml/blob/master/scripts/adf_logistic_regression_demo.py
https://github.com/probml/JSL/blob/main/jsl/demos/eekf_logistic_regression_demo.py
- Opened on Dec 30, 2021
- #8
move these to jsl/hmm
hmm_sgd_lib.py hmm_utils.py hmm_discrete_lib.py hmm_discrete_lib_test.py hmm_discrete_em_lib.py hmm_lib_log.py
hmm_lib_log_test.py hmm_discrete_likelihood_test.py
move these to ...
- Opened on Dec 30, 2021
- #7
- Opened on Dec 27, 2021
- #5
- Opened on Dec 27, 2021
- #4
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