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PyPI · #2772 most downloaded on PyPI
fasttext Python bindings
Last release 6 years ago
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6 years old
1 releases · first in 2020
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We are happy to announce the release of version 0.9.2.
We are happy to announce the release of version 0.9.2.
We are excited to release fastText bindings for WebAssembly. Classification tasks are widely used in web applications and we believe giving access to the complete fastText API from the browser will notably help our community to build nice tools. See our documentation to learn more.
Finding the best hyperparameters is crucial for building efficient models. However, searching the best hyperparameters manually is difficult. This release includes the autotune feature that allows you to find automatically the best hyperparameters for your dataset.
You can find more information on how to use it here.
fastText loves Python. In this release, we have:
The autotune feature is fully integrated with our Python API. This allows us to have a more stable autotune optimization loop from Python and to synchronize the best hyper-parameters with the _FastText model object.
We release two helper scripts:
They can also be used directly from our Python API.
When you test a trained model, you can now have more detailed results for the precision/recall metrics of a specific label or all labels.
This release contains the source code of the unsupervised multilingual alignment paper.
We want to thank our community for giving us feedback on Facebook and on GitHub.
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