Benjamin Kurt Miller

Segmentation Fault

2

Using tensorflow-gpu binary from pip and a GeForce GTX 1080. ``` tensorflow == 1.12.0 g++=8.2.0 python=3.6.7 ``` This is how I compiled and tested the hungarian.so file. ``` TF_CFLAGS=( $(python...

RatioEstimator abstraction

7

## What does this implement/fix? Explain your changes It introduces a `RatioEstimator` abstraction. It will wrap neural networks that process `x` and `theta` to estimate ratios. The base class is...

Rename classifier (for NRE) to critic

4

## What does this implement/fix? Explain your changes The name `classifier` is inaccurate. Rather, a general name such as critic is more appropriate. The critic can be transformed into a...

replace BatchNorm with LayerNorm

2

**Is your feature request related to a problem? Please describe.** BatchNorm violates the iid (independent and identically distributed) assumption ([see here](https://en.wikipedia.org/wiki/Batch_normalization#Theory), which is fundamental to many of the objective functions...

StandardizeInputs requires a list of exactly two elements

2

**Is your feature request related to a problem? Please describe.** [StandardizeInputs](https://github.com/sbi-dev/sbi/blob/1b493b39afecb7f92b2ce579222ad4fda294e269/sbi/neural_nets/classifier.py#L22-L33), potentially along with other networks, take a list of tensors with exactly two elements in the list. This does...

**Is your feature request related to a problem? Please describe.** The functions that call classifier_nn or uses the term classifier, generally are not classifiers. **Describe the solution you'd like** We...

**Is your feature request related to a problem? Please describe.** I often work with several (product) manifolds and apply their methods to a batch of data where every batch has...