cleanlab--cleanlab
Ulyana
24 行
1.1 KiB
Python
24 行
1.1 KiB
Python
# Copyright (C) 2017-2023 Cleanlab Inc.
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# This file is part of cleanlab.
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#
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# cleanlab 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 published
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# by the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# cleanlab 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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#
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# You should have received a copy of the GNU Affero General Public License
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# along with cleanlab. If not, see <https://www.gnu.org/licenses/>.
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FLOATING_POINT_COMPARISON = 1e-6 # floating point comparison for fuzzy equals
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CLIPPING_LOWER_BOUND = 1e-6 # lower-bound clipping threshold for expected behavior
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CONFIDENT_THRESHOLDS_LOWER_BOUND = (
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2 * FLOATING_POINT_COMPARISON
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) # lower bound imposed to clip confident thresholds from below, has to be larger than floating point comparison
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TINY_VALUE = 1e-100 # very tiny value for clipping
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