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tabs to spaces and file headers #564

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7 changes: 5 additions & 2 deletions ai/__init__.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
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7 changes: 5 additions & 2 deletions ai/ai.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/api_utils.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/knowledgebase_utils.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/__init__.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/dataset_describe.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/export_to_mongo.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/get_metafeatures.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/make_meta_ml_dataset.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/tests/test_dataset_describe.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metalearning/tests/test_get_metafeatures.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/metrics.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/q_utils.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/__init__.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/average_recommender.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/base.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/knn_meta_recommender.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/random_recommender.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/recommender/surprise_recommenders.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/request_manager.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/sklearn/__init__.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/sklearn/config/__init__.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/sklearn/config/classifiers.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/sklearn/config/regressors.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/sklearn/pennai_sklearn.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
7 changes: 5 additions & 2 deletions ai/tests/lab_api_mocker.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,12 @@
"""~This file is part of the Aliro library~

Copyright (C) 2023 Epistasis Lab, Cedars-Sinai Medical Center
Copyright (C) 2023 Epistasis Lab,
Center for Artificial Intelligence Research and Education (CAIRE),
Department of Computational Biomedicine (CBM),
Cedars-Sinai Medical Center.

Aliro is maintained by:
- Jun Choi (hyunjun.choi@cshs.org)
- Hyunjun Choi (hyunjun.choi@cshs.org)
- Miguel Hernandez (miguel.e.hernandez@cshs.org)
- Nick Matsumoto (nicholas.matsumoto@cshs.org)
- Jay Moran (jay.moran@cshs.org)
Expand Down
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