Erni

register_forward_hook in AWD_LSTM not working

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Why are the forward hooks not working for the `AWD_LSTM` model? I try the following: ``` import torch import torch.nn as nn from fastai.text.all import * def hook_fn(m, i, o):...

Modify EmbeddingDropout and adapt AWD_LSTM to trigger hooks in Embedding layers

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Fix for: [#2850](https://github.com/fastai/fastai/issues/2850) @sutt already fixed the `awd_lstm.WeightDropout` class to be able to run the ActivationStats callback for the model AWD_LSTM. Still the Embedding layers were not recording any statistics....

Refactored pg.py logits variable name.

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PR for issue #917. Draft for now. - [ ] I have added the correct label(s) to this Pull Request or linked the relevant issue(s) - [ ] I have...

[ENH] Callbacks for forecasting benchmarks (MLFlow)

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#### Reference Issues/PRs Addressing #6234 #### What does this implement/fix? Explain your changes. Added callbacks to `evaluate` method. In Particular MLFLow callbacks. #### Does your contribution introduce a new dependency?...

[ENH] Allow `ForecastingGridSearchCV` to return results with multiple score metrics

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**Is your feature request related to a problem? Please describe.** I would like to have the same dataframe that currently `ForecastingGridSearchCV` returns as the attribute named `cv_results_ ` but on...

[ENH] Implement callbacks for `evaluate` method

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Would be really helpful if we could include callbacks similarly to how keras does it. For example: https://github.com/keras-team/keras/blob/a063684e1128944461809d923758f9a684e721de/keras/backend/tensorflow/trainer.py#L305-L332 Most probably i would start applying them here: https://github.com/sktime/sktime/blob/d86114f33aaa3398306f2b93ce3ce03c56b19877/sktime/forecasting/model_evaluation/_functions.py#L595-L606 would be useful...

This PR is intended to change the documentation (jupyter book), small style changes as well as content and organisation of the documentation.

[ENH]: Poetry and Pycaret don't work together

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### pycaret version checks - [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues). - [X] I have confirmed this bug exists on the [latest version](https://github.com/pycaret/pycaret/releases)...

Cannot find reference 'models' in '__init__.py'

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In your module `epo_ops` you have the `__init__.py` that defines the api exposed to the developers using this package. Unfortunately you do not have ```python # __init__.py from . import...