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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/empirical-approx-overview.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue is sti…
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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/gaussian-mixture-model-advi.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue is s…
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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/lda-advi-aevb.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue is still available…
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File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/variational_inference/GLM-hierarchical-advi-minibatch.ipynb
Reviewers:
> The sections below may still be pending. If so, the issue …
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Potentially quite a biggie this one and I'm fully expecting a "patches welcome" response, but: when doing true online learning over document streams it's quite nice not to have to fix the vocabulary u…
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### Before
```python
def make_initial_point_fn(
*,
free_rvs: Sequence[TensorVariable],
rvs_to_transforms: dict[TensorVariable, Transform],
initval_strategies: dict[TensorVariable,…
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Hi there!
Thanks for your excellent tutorial on NFs and the code. While playing one the one thing I wanted to do was just generate transformed pdfs and check if they integrate to 1. Using your pla…
vr308 updated
4 years ago
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Hi there,
I have been using your Normalizing Flows codes for variational inference. When I use the two different flows: SlowMAF and MAF, the quality of these two results are very different (Slow vers…
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# 🐛 Large negative eigenvalues in covariance matrices with CUDA and torch==1.9.1 in batch mode
The symptom: posterior predictive covariance matrices have very large negative eigenvalues, well beyon…
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### Describe the issue as clearly as possible:
On a trivial example (that of quickstart.md) there appears to be a weird bug I'm experiencing with the NUTS sampler using a GPU.
When I run the scri…