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Lightwood is Legos for Machine Learning.

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The idea is to avoid boilerplate when specifying custom model modules. The change could be at the JsonAI level, or at the LW handler level (inside MindsDB). We need to...

enhancement
discussion

Motivated by an example where a `short_text` target column returns as error: ``` Please specify a custom accuracy function for output type short_text. ```

enhancement

At the moment their usage is not intuitive. Proposal: - `best_of` ensemble picks the best mixer based on a single given accuracy function - the rest of them will be...

enhancement

If a user manually specifies encoders, for example from MindsDB: ``` create predictor mindsdb.camber_8 from files (select * from doubleWishbone) predict Camber using encoders.Kz.module = 'NumericEncoder', encoders.Cz.module = 'NumericEncoder', encoders.F0z.module...

enhancement

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.3 to 3.9.4. Release notes Sourced from aiohttp's releases. 3.9.4 Bug fixes The asynchronous internals now set the underlying causes when assigning exceptions to the future objects...

dependencies

Bumps [idna](https://github.com/kjd/idna) from 3.6 to 3.7. Release notes Sourced from idna's releases. v3.7 What's Changed Fix issue where specially crafted inputs to encode() could take exceptionally long amount of time...

dependencies

Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.2.0 to 10.3.0. Release notes Sourced from pillow's releases. 10.3.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.3.0.html Changes CVE-2024-28219: Use strncpy to avoid buffer overflow #7928 [@​hugovk] Use functools.lru_cache for hopper() #7912 [@​hugovk]...

dependencies

Bumps [black](https://github.com/psf/black) from 23.3.0 to 24.3.0. Release notes Sourced from black's releases. 24.3.0 Highlights This release is a milestone: it fixes Black's first CVE security vulnerability. If you run Black...

dependencies