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Title: Pandas support & support for applying transformations configured in sklearn.pipeline by BoyanH · Pull Request #105 · modAL-python/modAL · GitHub

Open Graph Title: Pandas support & support for applying transformations configured in sklearn.pipeline by BoyanH · Pull Request #105 · modAL-python/modAL

X Title: Pandas support & support for applying transformations configured in sklearn.pipeline by BoyanH · Pull Request #105 · modAL-python/modAL

Description: A modular active learning framework for Python. Contribute to modAL-python/modAL development by creating an account on GitHub.

Open Graph Description: Most notable changes query strategies now only return the indices of the selected instances, the query method then includes the instances themselves old interface is still supported, but its usag...

X Description: Most notable changes query strategies now only return the indices of the selected instances, the query method then includes the instances themselves old interface is still supported, but its usag...

Opengraph URL: https://github.com/modAL-python/modAL/pull/105

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support Pandas dataframe as training data #20 https://github.com/modAL-python/modAL/issues/20
Ranked batch mode sampling not compatible with sklearn's transformation+classification pipeline #104 https://github.com/modAL-python/modAL/issues/104
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Stored transformed data needs to be updated when model is refitted #108 https://github.com/modAL-python/modAL/issues/108
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Ranked batch mode sampling not compatible with sklearn's transformation+classification pipeline https://github.com/modAL-python/modAL/issues/104
.query on large DataFrame yields "None of [Int64Index([...] dtype='int64')] are in the [columns]" https://github.com/modAL-python/modAL/issues/59
support Pandas dataframe as training data https://github.com/modAL-python/modAL/issues/20
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