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polaris-hub / polaris

Foster the development of impactful AI models in drug discovery.
https://polaris-hub.github.io/polaris/
Apache License 2.0
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Search based on training/test size , Sort based on download, popularity #224

Open sajjadGG opened 1 day ago

sajjadGG commented 1 day ago

Is your feature request related to a problem? Please describe.

I’m often frustrated when searching for datasets, as there’s no efficient way to filter them based on their training or testing size. This makes it time-consuming to find datasets that meet specific requirements. Additionally, the lack of sorting options based on downloads or popularity makes it difficult to identify widely-used or community-recommended datasets.

Describe the solution you'd like

I want a search feature that allows datasets to be filtered based on their training and testing sizes, making it easier to find datasets that fit specific use cases. Additionally, adding sorting options based on the number of downloads or popularity would help users quickly identify commonly used or highly rated datasets.

Additional context

This feature would significantly improve the efficiency of dataset selection for machine learning and data science projects. Below is an example of how filters and sorting options could look in the interface:

Filters:

Sorting Options:

cwognum commented 1 day ago

Hey @sajjadGG, tanks for reaching out. This is great feedback. We've been doing some user interviews recently and this actually came up a lot.

I also appreciate the specific suggestions. I wonder, though, if there's something more specific to drug discovery we could add. See e.g. also https://github.com/polaris-hub/polaris/discussions/143. Any thoughts here?