probml/dynamax

Issues

• Add general info form message passing algorithms for linear Gaussian SSMs

  #361 opened 2 months ago by slinderman
  0

• Question about hierarchical model support in dynamax

  #360 opened 3 months ago by albertpod
  0

• GLM-HMM

  #344 opened 9 months ago by anuj-sp
  4

• Order of state vector in Kalman Filter example docs/notebook incorrect

  #357 opened 4 months ago by billtubbs
  1

• dynamax is weirdly slow in my HMM benchmark

  #359 opened 4 months ago by gdalle
  0

• NAN returned in large data and large iteration number

  #355 opened 5 months ago by Yuxin-Ren-SZ
  1

• implement rao-blackwellised particle filtering using dynamax and blackjax

  #271 opened 2 years ago by murphyk
  9

• Issue with LinearGaussiamSMM with time-varying emissions weights

  #347 opened 5 months ago by spyectr
  1

• m_step for LinearRegressionHMMEmissions and DiagonalGaussianHMMEmissions does not check whether parameters are trainable

  #350 opened 5 months ago by ghuckins
  0

• Example of EKF with an input?

  #349 opened 6 months ago by cbrummitt
  1

• Support for rSLDS?

  #338 opened 10 months ago by rsenne
  1

• Fit CategoricalHMM with available data?

  #345 opened 9 months ago by AndyWeasley2004
  1

• EM yields NaN after some iterations

  #316 opened a year ago by atlaie
  0

• Add support for parallel hmm sampler

  #341 opened 10 months ago by calebweinreb
  5

• Add support for diagonal emissions noise in LGSSM models

  #331 opened a year ago by calebweinreb
  0

• `psd_solve` leads to numerical errors

  #334 opened a year ago by calebweinreb
  0

• How to`fit_constrained` and handle missing values

  #330 opened a year ago by adoherty21
  3

• pass inputs into the LDS model

  #329 opened a year ago by weigcdsb
  3

• impose constraints on the transition probability.

  #326 opened a year ago by chenliangpeng
  0

• Is there a planned implementation of a hierarchical hidden markov model?

  #325 opened a year ago by kszlim
  0

• Simplify initial elem in LGSSM parallel inference code.

  #322 opened a year ago by calebweinreb
  4

• Support for kmeans initialization with vmap

  #315 opened a year ago by ghuckins
  3

• Add EKF posterior sampling function

  #314 opened a year ago by calebweinreb
  1

• `lgssm_filter` returns asymmetric covariance matrices

  #317 opened a year ago by calebweinreb
  1

• NaNs returned by`lgssm_posterior_sample`

  #320 opened a year ago by calebweinreb
  1

• LGSSM notebook Latex and Code Mismatch and other improvements

  #308 opened a year ago by canyon289
  3

• Is the `hmm_smoother` function missing a time-step when there are time-dependent transition functions?

  #310 opened a year ago by mikewojnowicz
  0

• pip install failed

  #309 opened a year ago by rnjv
  1

• How to implemement 1d lgssm with fixed and known velocity?

  #307 opened a year ago by canyon289
  2

• Allow time-dependent parameters of LGSSM to be callable

  #286 opened a year ago by xinglong-li
  0

• small edits to initialize?

  #302 opened a year ago by mcusi
  1

• missing values?

  #301 opened a year ago by mcusi
  1

• Erroneous sqrt in demo notebook

  #299 opened 2 years ago by andrewwarrington
  1

• tqdm dependency in recursive Bayes PR is breaking tests

  #293 opened 2 years ago by slinderman
  1

• NaN values in posterior probabilities with sparse transition matrices

  #290 opened 2 years ago by emdupre
  5

• add support for storing just means or covs during kalman filtering

  #291 opened 2 years ago by murphyk
  0

• make nonlinear SSM for text generation

  #280 opened 2 years ago by murphyk
  0

• Optionally extracting intermediate states for `nonlinear_gaussian_ssm` methods

  #288 opened 2 years ago by gerdm
  1

• add support for HMM inference with sparse transition matrices

  #273 opened 2 years ago by murphyk
  6

• Add spectral methods for HMM learning

  #283 opened 2 years ago by slinderman
  2

• implement square root extended Kalman filter

  #279 opened 2 years ago by murphyk
  0

• add support for normalizing flows + kalman filters

  #277 opened 2 years ago by murphyk
  0

• add block gibbs sampling for HMM learning

  #276 opened 2 years ago by murphyk
  0

• add support for parameter learning in NLGSSM models

  #275 opened 2 years ago by murphyk
  0

• add support for normalizing flow emission model for HMM

  #274 opened 2 years ago by murphyk
  0

• allow nonlinear model callables to be time-indexed

  #264 opened 2 years ago by murphyk
  0

• implement unscented particle filter using dynamax and blackjax

  #272 opened 2 years ago by murphyk
  0

• make LGSSM blocked gibbs work

  #267 opened 2 years ago by murphyk
  2

• nonlinear gaussian inference test fail on TPU

  #261 opened 2 years ago by murphyk
  0

• information form filtering test fail on TPU

  #262 opened 2 years ago by murphyk
  0