├── .github └── workflows │ └── tox.yml ├── .gitignore ├── .readthedocs.yaml ├── CHANGELOG.md ├── LICENSE ├── LICENSE_nltk.txt ├── LICENSE_pytorch.txt ├── README.md ├── docs ├── Makefile ├── cli_helper.py ├── make.bat ├── requirements.txt └── source │ ├── api │ └── pydrobert │ │ ├── torch.rst │ │ └── torch │ │ ├── argcheck.rst │ │ ├── config.rst │ │ ├── data.rst │ │ ├── distributions.rst │ │ ├── estimators.rst │ │ ├── functional.rst │ │ ├── lightning.rst │ │ ├── modules.rst │ │ └── training.rst │ ├── cli.rst │ ├── conf.py │ ├── index.rst │ ├── references.rst │ └── tutorials │ ├── advanced-attn.rst │ └── lm.rst ├── environment.yml ├── pyproject.toml ├── pytest.ini ├── setup.cfg ├── src └── pydrobert │ └── torch │ ├── __init__.py │ ├── _attn.py │ ├── _combinatorics.py │ ├── _compat.py │ ├── _dataloaders.py │ ├── _datasets.py │ ├── _decoding.py │ ├── _enumerate_estimator.py │ ├── _estimators.py │ ├── _feats.py │ ├── _img.py │ ├── _lm.py │ ├── _mc.py │ ├── _pad.py │ ├── _parsing.py │ ├── _pl_data.py │ ├── _rl.py │ ├── _straight_through.py │ ├── _string.py │ ├── _textgrid.py │ ├── _wrappers.py │ ├── argcheck.py │ ├── command_line.py │ ├── config.py │ ├── data.py │ ├── distributions.py │ ├── estimators.py │ ├── functional.py │ ├── layers.py │ ├── lightning.py │ ├── modules.py │ ├── training.py │ └── util.py ├── tests ├── conftest.py ├── dense_image_warp │ ├── flow.npy │ ├── img.npy │ └── warped.npy ├── polyharmonic_spline │ ├── o1.npy │ ├── o2.npy │ ├── o3.npy │ ├── q.npy │ ├── x.npy │ └── y.npy ├── republic │ ├── README │ ├── exp.txt │ ├── queries.txt │ ├── republic.arpa │ ├── token2id.map │ └── vocab.txt ├── sclite │ ├── README │ ├── hyp.trn │ ├── per_utt.txt │ ├── ref.trn │ ├── sclite_out.txt │ ├── token2id.txt │ └── total.txt ├── sparse_image_warp │ ├── dst.npy │ ├── flow_0.npy │ ├── flow_2.npy │ ├── img.npy │ ├── src.npy │ ├── warped_0.npy │ └── warped_2.npy ├── test_argcheck.py ├── test_attn.py ├── test_combinatorics.py ├── test_command_line.py ├── 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