François Rozet
François Rozet
Please provide the following details: -------------------------------------------------------------------------------------------------- ### Issue Description I implemented a basic Masked Autoregressive Flow (MAF) using the transform modules of `pyro`, notably `AffineAutoregressive`. For **all** my experiments, the...
Hello, The dependencies `matplotlib`, `tensorboard` and `tqdm` are installed by `setup.py` (and `environment.yml`) even though they are not used by `nflows`. They should be removed. https://github.com/bayesiains/nflows/blob/ac0bf432fc7904458a933ed14180f0ac26e3f93d/setup.py#L22-L26 It should be noted...
### Describe the bug With `autodoc_typehints = 'description'`, the parameter type annotations of the constructor (`__init__`) of generic classes are missing from the description. ### How to Reproduce With `autodoc_typehints...
Hello @anuraghazra :wave: As #883, #455 and #1029, I've noticed that the function `calculateRank` doesn't work as expected. The first problem is the use of a normal distribution instead of...
Hello :wave: As the development of Pyro's normalizing flow API has stopped for quite some time, I have been discussing with @fritzo about recommending an external normalizing flow library that...
This PR modifies the ranking system to use the actual quantiles (see #2857) of the statistics. This leads to significantly different, but generally higher, ranks for users. In particular, it...
Hello, I think the following implementation of the Fréchet distance is faster than the current one and would allow to drop the `scipy` dependency. ```python def frechet_distance(mu_x: Tensor, sigma_x: Tensor,...
Hello, I think the following implementation of the Fréchet distance is faster than the current one and would allow to drop the `scipy` dependency. ```python def frechet_distance(mu_x: Tensor, sigma_x: Tensor,...
Hello, The runs that crash ("error" runs) are cached by benchopt, which means that the error messages are only visible the first time a run is executed. This makes it...
Something like ``` |--solver[param=3.1415, seed=42]: 69 / 100 iters (1 / 1 reps) ```