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lindermanlab
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ssm-jax
Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
MIT License
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whether dynamax support for rSLDS? & where can I find the variance explained by each latent
#39
nizheyi
opened
10 months ago
0
Error: `model` must be convertible to `dict` (saw: DeviceArray)
#38
lx704612715
closed
1 year ago
1
jax tree_multimap deprecated
#37
jackgoffinet
closed
1 year ago
3
Fit HMMs with fixed emissions matrix
#36
ahwillia
opened
2 years ago
0
Sequential Monte Carlo for generic SSMs
#35
slinderman
opened
2 years ago
0
Unscented Kalman filter for nonlinear and non-Gaussian SSMs
#34
slinderman
opened
2 years ago
1
Extended Kalman Filter (EKF) for non-conjugate LDS models
#33
slinderman
opened
2 years ago
0
Expose getters and setters for unconstrained parameters of a model
#32
slinderman
opened
2 years ago
0
Gibbs sampling for Gaussian LDS
#31
slinderman
opened
2 years ago
0
Gibbs sampling for HMM
#30
slinderman
opened
2 years ago
0
Hamiltonian Monte Carlo for Gaussian LDS example
#29
slinderman
opened
2 years ago
0
Hamiltonian Monte Carlo (HMC) for HMM example
#28
slinderman
opened
2 years ago
0
Numerical instability PoissonHmm
#27
amald08
opened
2 years ago
0
Remove authentication from SSM clone step
#26
schlagercollin
closed
2 years ago
0
ABC imports in Colab
#25
slinderman
closed
2 years ago
2
typo in comment string for PoissonLDS default emission_weights
#24
murphyk
opened
2 years ago
0
efficiency: M step for poisson likelihood for LDS
#23
murphyk
opened
2 years ago
1
documentation: add dosctrings from ssm/distributions to https://ssm-jax-refactor.readthedocs.io/
#22
murphyk
opened
2 years ago
0
staleness: replace jax.experimental.optimizers with jax.optax
#21
murphyk
closed
2 years ago
2
installation: avoid specifying jax==0.2.21
#20
murphyk
closed
2 years ago
2
documentation: how can we extract the emission parameters from a model?
#19
murphyk
closed
2 years ago
1
start work on gmm
#18
ezhang94
opened
2 years ago
1
Rnns
#17
schlagercollin
opened
2 years ago
1
SMC + FIVO implementation
#16
andrewwarrington
opened
2 years ago
2
Switching linear dynamical systems
#15
slinderman
opened
2 years ago
1
Factorial HMMs and time-warped ARHMMs
#14
slinderman
closed
2 years ago
7
update sample consistency checks
#13
schlagercollin
closed
2 years ago
1
Fix Sample Covariates Bug
#12
schlagercollin
closed
2 years ago
3
Collin.add covariates
#11
slinderman
closed
2 years ago
0
SMC implementation
#10
andrewwarrington
closed
2 years ago
1
Factorial HMM
#9
ahwillia
closed
2 years ago
2
Factorial Transitions
#8
ahwillia
closed
2 years ago
0
<backwards merge of factorial transitions ignore>
#7
ahwillia
closed
2 years ago
0
Sticky Transitions
#6
ahwillia
closed
2 years ago
10
Scott.distributions
#5
slinderman
closed
2 years ago
0
[WIP] Scott.components
#4
schlagercollin
closed
2 years ago
0
Merge discrete chain refactor into main
#3
schlagercollin
closed
2 years ago
0
Collin.pytest GitHub action
#2
schlagercollin
closed
2 years ago
0
refactoring code, but accidentally did it in the wrong branch...
#1
slinderman
closed
3 years ago
0