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Especially hierarchical models, as in the BUGS examples and Stan's manual.
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Hi,
I am using the UKF to estimate a series of shocks in some time series data using a nonlinear model with a large state space. To become familiar with the tool, I was playing around with a small …
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Self-attention decoding is slow by design. However, some tricks were implemented in [Tensor2Tensor](https://github.com/tensorflow/tensor2tensor/blob/master/tensor2tensor/models/transformer.py) to make…
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Hi Paul,
Autoregressive effects are not always working properly. I only tested some gaussian and ordinal models (univariate and multivariate) and only cor_arma(), cor_ar(), cor_ma(), cor_arr() and …
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There are two strange behaviours in this model:
- tau and p get stuck (they don't fluctuate), so in consequence mu_phi is stuck
- logp is nan: why??
I have the last version (master) of pymc3
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I implemented normalizing flows in ADVI and tested it on a beta-binomial model ([notebook](https://gist.github.com/taku-y/43550e688f4020ac7da15a181d262f2f#file-pymc3_normalizing_flow_beta_binomial-ipy…
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Here's where issues for the 2.8.0 manual go.
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Running below listed model system was out of memory.
``` R
res.ar1
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@mtingley #99
I don't understand what is meant by "closure" in Morgan's comment on that issue. Presumably it describes whether it is a closed system or not, and thus whether repeated visits to the s…
rBatt updated
8 years ago
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Hi. I was wondering if you had any insight in extending your code to include other emission models besides gaussian. In particular, how about a GMM with known number of gaussians?
I was going to ta…