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NLP library designed for reproducible experimentation management

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**Describe the bug** The `ExperimentRunner.run_all` fails if `experiment_cache` is None. The issue comes from line 109, where the default value for the experiment cache (None) is not handled correctly: https://github.com/feedly/transfer-nlp/blob/master/transfer_nlp/runner/experiment_runner.py#L109

Currently, objects are built one by one and when one fails it throws an error. It would be great to have a quick pass before instantiating objects to check that...

From the talk today, one good point was the point that reproducibility problems often stem from data inconsistencies. To that end, I think we should have a `DataDownloader` component that...

Bumps [torch](https://github.com/pytorch/pytorch) from 1.1.0 to 2.2.0. Release notes Sourced from torch's releases. PyTorch 2.2: FlashAttention-v2, AOTInductor PyTorch 2.2 Release Notes Highlights Backwards Incompatible Changes Deprecations New Features Improvements Bug fixes...

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