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Description: A Python package for probabilistic state space modeling with JAX - Pull requests · probml/dynamax

Open Graph Description: A Python package for probabilistic state space modeling with JAX - Pull requests · probml/dynamax

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ci: add nightly dependency canary for JAX/TFP compatibilityhttps://github.com/probml/dynamax/pull/445
retconreconhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aretconrecon
https://github.com/probml/dynamax/pull/445
Pin tfp-nightly to prevent recurrence of #428 and fix #443https://github.com/probml/dynamax/pull/444
retconreconhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aretconrecon
https://github.com/probml/dynamax/pull/444
Fix Input Dim Bug For Generalized/Nonlinear Gaussian SSMshttps://github.com/probml/dynamax/pull/442
DanWaxmanhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3ADanWaxman
https://github.com/probml/dynamax/pull/442
Fix LaTeX formatting in HMM documentationhttps://github.com/probml/dynamax/pull/440
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
https://github.com/probml/dynamax/pull/440
Fix a typo in UKF discussionhttps://github.com/probml/dynamax/pull/439
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
1 https://github.com/probml/dynamax/pull/439
https://github.com/probml/dynamax/pull/439
Added spectral learning for categorical HMMs. Fixes #283https://github.com/probml/dynamax/pull/437
mikecondonhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Amikecondon
1 https://github.com/probml/dynamax/pull/437
https://github.com/probml/dynamax/pull/437
Enhance Kalman filter return values with predictionshttps://github.com/probml/dynamax/pull/435
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
https://github.com/probml/dynamax/pull/435
Add input format checks for HMM models: Initialization, Transition and select Emissionhttps://github.com/probml/dynamax/pull/434
ay340https://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aay340
https://github.com/probml/dynamax/pull/434
fix typos in api.rsthttps://github.com/probml/dynamax/pull/433
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
https://github.com/probml/dynamax/pull/433
fix a typo in the graph label in cmgf_logistic_regression_demo.ipynbhttps://github.com/probml/dynamax/pull/431
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
1 https://github.com/probml/dynamax/pull/431
https://github.com/probml/dynamax/pull/431
fix typos in lgssm_learning.ipynbhttps://github.com/probml/dynamax/pull/427
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
3 https://github.com/probml/dynamax/pull/427
https://github.com/probml/dynamax/pull/427
fix a typo in ekf_mlp.ipynbhttps://github.com/probml/dynamax/pull/426
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
1 https://github.com/probml/dynamax/pull/426
https://github.com/probml/dynamax/pull/426
fix typos and URL redirects in index.rsthttps://github.com/probml/dynamax/pull/425
partevhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Apartev
https://github.com/probml/dynamax/pull/425
Add partial and complete missing emission support in LGSSM filteringhttps://github.com/probml/dynamax/pull/406
hylkedonkerhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Ahylkedonker
https://github.com/probml/dynamax/pull/406
Add support for inhomogeneous parameters in LinearGaussianConjugateSSM.fit_blocked_gibbshttps://github.com/probml/dynamax/pull/403
hylkedonkerhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Ahylkedonker
2 https://github.com/probml/dynamax/pull/403
https://github.com/probml/dynamax/pull/403
Add JAX kmeans implementation https://github.com/probml/dynamax/pull/371
gileshdhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Agileshd
Draft https://github.com/probml/dynamax/pull/371#partial-pull-merging
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2 https://github.com/probml/dynamax/pull/371
https://github.com/probml/dynamax/pull/371
added k-means initialisation for Poisson HMMshttps://github.com/probml/dynamax/pull/358
anuj-sphttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aanuj-sp
https://github.com/probml/dynamax/pull/358
Created demo colab notebook, and link in readmehttps://github.com/probml/dynamax/pull/352
evelynmitchellhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aevelynmitchell
1 https://github.com/probml/dynamax/pull/352
https://github.com/probml/dynamax/pull/352
Add support for inference with padded arrays to support vmap over variable-length time serieshttps://github.com/probml/dynamax/pull/343
slindermanhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Aslinderman
https://github.com/probml/dynamax/pull/343
Format the codebase of LGSSM by blackhttps://github.com/probml/dynamax/pull/337
kstoneriv3https://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Akstoneriv3
https://github.com/probml/dynamax/pull/337
Parallel inference of LGSSM in the EM algorithm (+ some bug fixes)https://github.com/probml/dynamax/pull/336
kstoneriv3https://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3Akstoneriv3
10 https://github.com/probml/dynamax/pull/336
https://github.com/probml/dynamax/pull/336
Modified lgssm_filter to allow it to processes data with NaNshttps://github.com/probml/dynamax/pull/306
Nondairy-Creamerhttps://github.com/probml/dynamax/issues?q=is%3Apr+is%3Aopen+author%3ANondairy-Creamer
https://github.com/probml/dynamax/pull/306
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