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‎pm4py/algo/transformation/to_embeddings/__init__.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
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This program is free software: you can redistribute it and/or modify
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it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or any later version.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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You should have received a copy of the GNU Affero General Public License
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along with this program. If not, see this software project's root or
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visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''

‎pm4py/algo/transformation/to_embeddings/algorithm.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
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This program is free software: you can redistribute it and/or modify
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it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or any later version.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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You should have received a copy of the GNU Affero General Public License
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along with this program. If not, see this software project's root or
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visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''
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from pm4py.algo.transformation.to_embeddings.variants import cases_transformers, events_transformers
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from enum import Enum
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from pm4py.util import exec_utils

‎pm4py/algo/transformation/to_embeddings/util/__init__.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
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This program is free software: you can redistribute it and/or modify
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it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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You should have received a copy of the GNU Affero General Public License
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along with this program. If not, see this software project's root or
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visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''

‎pm4py/algo/transformation/to_embeddings/util/embed_sentence.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
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5+
This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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You should have received a copy of the GNU Affero General Public License
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along with this program. If not, see this software project's root or
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visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''
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from sentence_transformers import SentenceTransformer
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from typing import List, Optional, Dict, Any
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from enum import Enum

‎pm4py/algo/transformation/to_embeddings/util/similarity.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
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This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
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License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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You should have received a copy of the GNU Affero General Public License
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along with this program. If not, see this software project's root or
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visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''
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import numpy as np
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from typing import List, Union, Optional, Dict, Any
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from pm4py.algo.transformation.to_embeddings.util import embed_sentence

‎pm4py/algo/transformation/to_embeddings/variants/__init__.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
4+
5+
This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
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published by the Free Software Foundation, either version 3 of the
8+
License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
12+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
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15+
You should have received a copy of the GNU Affero General Public License
16+
along with this program. If not, see this software project's root or
17+
visit <https://www.gnu.org/licenses/>.
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Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''

‎pm4py/algo/transformation/to_embeddings/variants/cases_transformers.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
4+
5+
This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
7+
published by the Free Software Foundation, either version 3 of the
8+
License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
12+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
13+
GNU Affero General Public License for more details.
14+
15+
You should have received a copy of the GNU Affero General Public License
16+
along with this program. If not, see this software project's root or
17+
visit <https://www.gnu.org/licenses/>.
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19+
Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''
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from pm4py.util import exec_utils, constants, xes_constants
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from typing import Optional, Dict, Any, List, Tuple
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from pm4py.objects.conversion.log import converter as log_converter

‎pm4py/algo/transformation/to_embeddings/variants/events_transformers.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
4+
5+
This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
7+
published by the Free Software Foundation, either version 3 of the
8+
License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
12+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU Affero General Public License for more details.
14+
15+
You should have received a copy of the GNU Affero General Public License
16+
along with this program. If not, see this software project's root or
17+
visit <https://www.gnu.org/licenses/>.
18+
19+
Website: https://processintelligence.solutions
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Contact: info@processintelligence.solutions
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'''
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from pm4py.util import exec_utils, constants, xes_constants
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from typing import Optional, Dict, Any, List, Tuple
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from pm4py.objects.conversion.log import converter as log_converter

‎pm4py/meta.py‎

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'''
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PM4Py – A Process Mining Library for Python
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Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
4+
5+
This program is free software: you can redistribute it and/or modify
6+
it under the terms of the GNU Affero General Public License as
7+
published by the Free Software Foundation, either version 3 of the
8+
License, or any later version.
9+
10+
This program is distributed in the hope that it will be useful,
11+
but WITHOUT ANY WARRANTY; without even the implied warranty of
12+
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
13+
GNU Affero General Public License for more details.
14+
15+
You should have received a copy of the GNU Affero General Public License
16+
along with this program. If not, see this software project's root or
17+
visit <https://www.gnu.org/licenses/>.
18+
19+
Website: https://processintelligence.solutions
20+
Contact: info@processintelligence.solutions
21+
'''
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__name__ = "pm4py"
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VERSION = "2.7.20"
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