lightwood
lightwood copied to clipboard
Lightwood is Legos for Machine Learning.
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...
Motivated by an example where a `short_text` target column returns as error: ``` Please specify a custom accuracy function for output type short_text. ```
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...
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...
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...
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...
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]...
More to come soon.
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...