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probml/JSL
implement deep kalman filter

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

probml/JSL
Refactor demos

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

probml/JSL
bssm-like package for JSL

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

probml/JSL
Create readthedocs page

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

probml/JSL
Fix `__main__.py`

  • gerdm
  • 1
  • Opened 
    on Dec 30, 2021
  • #9

probml/JSL
unify two logreg demos

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

probml/JSL
move hmm code from pyprobml to JSL

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

probml/JSL
Include mixture-kalman-filter-lib

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

probml/JSL
refactor bandits code to use JSL

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

probml/JSL
refactor pyprobml to use JSL

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