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I am a beginner for Pyro. I'm currently working on a project in improving autoguides by removing **mean-field** assumptions, which means that the posterior should not use **AutoMultivariateNormal** or…
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**Is your feature request related to a problem? Please describe.**
This feature request is related to the debugging the input data loader in a meaningful and tractable manner.
**Describe the solut…
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(coming back to t-distribution MLE after robust readings)
motivation: heavy-tailed distribution but not clear outliers
current: TModel, TArma in `miscmodels`, t-based covariance in outlier robus…
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Adding a `From for f32` impl breaks some inference that currently works. From https://github.com/rust-lang/rust/issues/123824:
```rust
fn main() {
let x = f32::from(3.14);
}
```
The new…
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This is inspired by [JAX Sharp Bits](https://jax.readthedocs.io/en/latest/notebooks/Common_Gotchas_in_JAX.html)
It would be awesome to have a documentation page describing the most unexpected diff…
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In LabOP, the `SampleData` object is used to represent the relationship between a set of containers and a set of measurements taken from those containers. This is not yet enough to support analysis, h…
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Some VI problems I'm working have a simple enough latent variable space that I suspect L-BFGS-B will work better than SGD algorithms.
However, the scipy interface's API is different to basic optimi…
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I'm not very knowledgeable when it comes to language design, but I encountered an issue that I feel is not intuitive while working with Dart. I tried to describe the issue properly, I hope you'll get …
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From @cshenton on https://github.com/blei-lab/edward/issues/759#issuecomment-333026192:
> What are your thoughts about moving edward to a point where all operations have an associated jacobian (in th…
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Consider the following function definition:
```dart
static ColumnDefinition
enumeration({
required List values,
required String fieldName,
required String Function(TValue e…