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Merge pull request #302 from openvax/rc6-license-docstring-cleanup
[codex] Normalize Python license headers for rc6
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README.md

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## 2.3.0 release candidate
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> [!IMPORTANT]
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> 2.3.0 is currently a release candidate (`2.3.0rc5`), not yet a final release.
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> 2.3.0 is currently a release candidate (`2.3.0rc6`), not yet a final release.
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> It keeps the same public API and pre-trained models as 2.2.x. Install it with
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> `pip install --pre mhcflurry`, or pin the version with
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> `pip install mhcflurry==2.3.0rc5`. A plain `pip install --upgrade mhcflurry`
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> `pip install mhcflurry==2.3.0rc6`. A plain `pip install --upgrade mhcflurry`
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> stays on the latest stable release (2.2.x) until 2.3.0 is final, since pip
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> skips pre-releases.
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docs/conf.py

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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# MHCflurry documentation build configuration file, created by
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# sphinx-quickstart on Sun Dec 10 20:25:16 2017.

downloads-generation/allele_sequences/filter_sequences.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Filter and combine class I sequence fastas.
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"""

downloads-generation/allele_sequences/make_allele_sequences.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Generate allele sequences for pan-class I models.
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downloads-generation/allele_sequences/select_alleles_to_disambiguate.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Select alleles to disambiguate
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downloads-generation/analysis_predictor_info/generate_artifacts.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Generate images for MHC binding motifs.
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downloads-generation/analysis_predictor_info/generate_model_selection_with_decoys.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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From affinity predictor model selection data, add decoys so that AUCs can be
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calculated per-allele.

downloads-generation/analysis_predictor_info/predict_on_model_selection_data.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Evaluate affinity predictor on its held-out model selection data, using only
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the individual models that were not trained on each particular data point.

downloads-generation/data_curated/curate.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Filter and combine various peptide/MHC datasets to derive a composite training set,
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optionally including eluted peptides identified by mass-spec.

downloads-generation/data_curated/curate_ms_by_pmid.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Filter and combine various peptide/MHC datasets to derive a composite training set,
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optionally including eluted peptides identified by mass-spec.

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