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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

Refactor demos to have a similar style as the kf_tracking_demo2.py
  • gerdm
  • 1
  • Opened 
    on Jan 22, 2022
  • #12

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

See https://readthedocs.org
  • gerdm
  • Opened 
    on Jan 5, 2022
  • #10

  • gerdm
  • 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
  • murphyk
  • 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 ...
  • murphyk
  • Opened 
    on Dec 30, 2021
  • #7

See this code
  • gerdm
  • Opened 
    on Dec 29, 2021
  • #6

  • murphyk
  • Opened 
    on Dec 27, 2021
  • #5

  • murphyk
  • Opened 
    on Dec 27, 2021
  • #4
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