Active Learning with NLP | Documentation

Describe the bug Unable to import active_huggingface_dataset from baal.active

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ImportError                               Traceback (most recent call last)

[<ipython-input-4-281f6293f8fe>](https://localhost:8080/#) in <module>
----> 1 from baal.active import active_huggingface_dataset
      2 from transformers import BertTokenizer
      3 pretrained_weights = 'bert-base-uncased'
      4 
      5 tokenizer = BertTokenizer.from_pretrained(pretrained_model_name_or_path=pretrained_weights)

ImportError: cannot import name 'active_huggingface_dataset' from 'baal.active' (/usr/local/lib/python3.7/dist-packages/baal/active/__init__.py)

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NOTE: If your import is failing due to a missing package, you can
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To Reproduce

Go to baal docs https://baal.readthedocs.io/en/latest/notebooks/compatibility/nlp_classification/
Open the tutorial in colab
Install the dependencies in colab using !pip install -qq datasets transformers baal
from baal.active import active_huggingface_dataset creates and error

Expected behavior Based on the docs this should have worked.

The following works

from baal.active.dataset.nlp_datasets import active_huggingface_dataset

Version (please complete the following information):

OS: Ubuntu 18.04.6 LTS
Python: 3.7.15
Baal version: 1.6.0

Additional context Essentially not a bug, but seems like a problem with documentation. I am currently working on few active learning problems and am planning to use baal for some of them. Maybe I can contribute some minor corrections to the docs as I read them and learn more about baal :)

baal-org / baal

Active Learning with NLP | Documentation #238