Shuhei Watanabe

Check later. The file is autoPyTorch/pipeline/components/setup/network_backbone/ShapedResNetBackbone.py. @ravinkohli 's comment Its a hacky way of using the same function to get shaped neurons and shaped dropout. They do not relate to...

[feat] Add new add-ons from the user side

1

Current Auto-pytorch already adapted to the addition of new components (e.g. lr_scheduler, optimizer) from user side, but it is not easy for them to know how it should be implemented...

Currently, each test performs the checks if each component has parameters that are sampled from ConfigSpace. However, it leads to the following issues: 1. ConfigSpace does not support non-string or...

As discussed in the last meeting, we would like to introduce [black](https://pypi.org/project/black/). I will be responsible for this matter.

### Expected behavior The following test, which will be skipped after [PR#5214](https://github.com/optuna/optuna/pull/5214) is merged, does not pass due to some errors caused by a machine epsilon. ```shell $ python -m...

Hyperband bracket generation is inconsistent with the original Hyperband paper

1

[The BOHB paper](https://arxiv.org/abs/1807.01774) says that each SH bracket samples $n = \lceil \frac{s_{\max} + 1}{s + 1} \eta^s \rceil$ configurations; however, [this line](https://github.com/automl/HpBandSter/blob/master/hpbandster/optimizers/hyperband.py#L92) samples $n = \lfloor\lfloor \frac{s_{\max} + 1}{s...

Illegal value for the frequent floating precision issue

2

[Well-known precision issue](https://floating-point-gui.de/errors/comparison/) Would you be able to use `np.isclose` or something similar for the comparison? I think the problem came from [here](https://github.com/automl/ConfigSpace/blob/main/ConfigSpace/hyperparameters/uniform_float.pyx#L104-L110). ```python In [1]: import ConfigSpace as CS...

x-ticklabel disappers when we use the light color mode

1

### Description Here is the dark mode and we can see the x ticklabels:  However, we cannot see them in the light color mode  ### Python version 3.9...