Walter Hugo Lopez Pinaya

Ploty sliders and animation controls not displayed

4

### Describe the bug When I try to use Plotly's sliders or animation controls (updatemenus) from plotly.graph_objects.Figure with gradio.Plot(), they are not displayed. ### Is there an existing issue for...

Add this Brain does not exists

1

Please consider to add thisto the list http://amigos.ai/thisbraindoesnotexist/

Feature importance

3

Hi, Is there any way to get something similar to the feature importance of the model (for example, in SVM we can check the feature weights with .coef_ and use...

[Question] Shouldn't the inputs for memory_efficient_attention in the CrossAttention have [B, sequence length, Heads, embeding size] format?

1

According to the xformer's documentation (https://facebookresearch.github.io/xformers/components/ops.html#xformers.ops.memory_efficient_attention ): > Input tensors must be in format [B, M, H, K], where B is the batch size, M the sequence length, H the...

Add a few tutorials from MONAI Generative Models for a better visibility. We plan to add the following: - [x] #1358 - [ ] [2D DDPM](https://github.com/Project-MONAI/GenerativeModels/blob/main/tutorials/generative/2d_ddpm/2d_ddpm_tutorial.ipynb) - [ ] [3D...

Created new file with an example of hyperparameter optimization using hyperopt package

12

Hi! ``` In this fork I created an example of using the library Hyperopt for Hyperparameter optimization of a Deep Belief Network. In this example the MNIST database is used,...

Improve the AutoencoderKL model

1

Improve the Autoencoder KL model using the Stable Diffusion approach for the adversarial component and using a better learning rate scheduling.

Include in the training set more Chest X-ray datasets.

Improve the elements involved for the text encoding part. For example, by using a model specific for the medical imaging domain.

Improve Diffusion Model by using a better learning rate scheduler (including warm-up period) and using exponential moving average.