Making-Decorrelation-and-Topic-Selection-Friends.ipynb Doesn't work in google colab from scratch

[brothertook]

!pip install topicnet
TopicNet in /usr/local/lib/python3.7/dist-packages (0.8.0)
`
%%time

enable_hide_warnings()

models = decorrelating_cube(topic_model, dataset) # TODO: nice cube output?

---

To toggle on/off output_stderr, click here.

/usr/local/lib/python3.7/dist-packages/dill/_dill.py:1845: PicklingWarning: Cannot locate reference to <class '_ctypes.PyCFuncPtrType'>.
warnings.warn('Cannot locate reference to %r.' % (obj,), PicklingWarning)
/usr/local/lib/python3.7/dist-packages/dill/_dill.py:1847: PicklingWarning: Cannot pickle <class '_ctypes.PyCFuncPtrType'>: _ctypes.PyCFuncPtrType has recursive self-references that trigger a RecursionError.
warnings.warn('Cannot pickle %r: %s.%s has recursive self-references that trigger a RecursionError.' % (obj, obj.module, obj_name), PicklingWarning)
/usr/local/lib/python3.7/dist-packages/topicnet/cooking_machine/models/topic_model.py:427: UserWarning: Failed to save custom score "ActiveTopicNumberScore" correctly! Freezing score (saving only its value)
f'Failed to save custom score "{score_object}" correctly! '
`

`enable_hide_warnings()

To toggle on/off output_stderr, click here.

---

TypeError Traceback (most recent call last)

in
2
3 best_model, DECORRELATION_TAU = select_best_model(
----> 4 topic_model.experiment, CRITERION, DECORRELATE_SPECIFIC
5 )

6 frames

/usr/local/lib/python3.7/dist-packages/topicnet/cooking_machine/models/scores_wrapper.py in add(self, score)
54 def add(self, score: Union[BaseScore, artm.scores.BaseScore]):
55 if isinstance(score, FrozenScore):
---> 56 raise TypeError('FrozenScore is not supposed to be added to model')
57
58 elif isinstance(score, BaseScore):

TypeError: FrozenScore is not supposed to be added to model

`

[Alvant]

@brothertook thank you for the note!

This is the fixed version of the notebook: https://github.com/machine-intelligence-laboratory/TopicNet/blob/bugfix/fix-datasets-loading/topicnet/demos/Making-Decorrelation-and-Topic-Selection-Friends.ipynb. (Soon it will be merged in main repo branch as part of the PR #98.)

Tested locally — seems like works. (But not sure about Colab, will it work here or not 😅 because Colab + TopicNet/BigARTM duo might have some kind of its own "bats in the belfry".)

Hope you are fine) Have a nice day!

[Alvant]

Ups, sure, it is not going to work in Colab yet, because the aforementioned PR also contains some other fixes in the code (vanilla pip install topicnet will not fetch the fixes until the PR is merged).

Well, stay tuned) I'll try notebook in Colab later.