repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
FATE | FATE-master/python/federatedml/feature/feature_selection/model_adapter/pearson_adapter.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 2,559 | 34.068493 | 88 | py |
FATE | FATE-master/python/federatedml/feature/feature_selection/model_adapter/isometric_model.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 5,845 | 32.405714 | 95 | py |
FATE | FATE-master/python/federatedml/feature/feature_selection/model_adapter/adapter_base.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 812 | 32.875 | 75 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/homo_binning_cpn.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,808 | 43.811765 | 115 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/homo_binning_base.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 10,494 | 43.096639 | 115 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/homo_split_points.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 5,258 | 39.145038 | 120 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/recursive_query_binning.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 7,153 | 42.357576 | 114 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/homo_feature_binning/virtual_summary_binning.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 5,525 | 43.926829 | 114 | py |
FATE | FATE-master/python/federatedml/feature/feature_scale/min_max_scale.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 5,676 | 37.619048 | 129 | py |
FATE | FATE-master/python/federatedml/feature/feature_scale/standard_scale.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 6,627 | 36.659091 | 126 | py |
FATE | FATE-master/python/federatedml/feature/feature_scale/base_scale.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 10,746 | 38.08 | 129 | py |
FATE | FATE-master/python/federatedml/feature/feature_scale/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/feature/feature_scale/test/min_max_scale_test.py | import copy
import time
import unittest
import numpy as np
from fate_arch.session import computing_session as session
from sklearn.preprocessing import MinMaxScaler as MMS
from federatedml.feature.feature_scale.min_max_scale import MinMaxScale
from federatedml.feature.instance import Instance
from federatedml.param.s... | 17,455 | 40.661098 | 102 | py |
FATE | FATE-master/python/federatedml/feature/feature_scale/test/standard_scale_test.py | import copy
import time
import unittest
import numpy as np
from fate_arch.session import computing_session as session
from sklearn.preprocessing import StandardScaler as SSL
from federatedml.feature.feature_scale.standard_scale import StandardScale
from federatedml.feature.instance import Instance
from federatedml.pa... | 19,500 | 42.143805 | 120 | py |
FATE | FATE-master/python/federatedml/feature/hetero_feature_selection/base_feature_selection.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 25,830 | 52.591286 | 119 | py |
FATE | FATE-master/python/federatedml/feature/hetero_feature_selection/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/test/sampler_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 7,513 | 39.836957 | 112 | py |
FATE | FATE-master/python/federatedml/feature/test/instance_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 1,259 | 31.307692 | 96 | py |
FATE | FATE-master/python/federatedml/feature/test/feature_imputation_test.py | import numpy as np
import unittest
from federatedml.feature.feature_imputation import load_value_to_type
class TestFeatureImputation(unittest.TestCase):
def test_load_value_to_type(self):
true_v = None
v_type = "None"
str_v = None
self.assertEqual(true_v, load_value_to_type(str_v,... | 1,006 | 26.216216 | 69 | py |
FATE | FATE-master/python/federatedml/feature/test/imputer_test.py | import numpy as np
import random
import time
import unittest
from fate_arch.session import computing_session as session
from federatedml.feature.imputer import Imputer
class TestImputer(unittest.TestCase):
def setUp(self):
session.init("test_imputer_" + str(random.random()))
str_time = time.strft... | 10,924 | 55.314433 | 120 | py |
FATE | FATE-master/python/federatedml/feature/test/one_hot_test.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 2,567 | 33.24 | 90 | py |
FATE | FATE-master/python/federatedml/feature/test/sparse_vector_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 1,620 | 30.173077 | 88 | py |
FATE | FATE-master/python/federatedml/feature/test/quantile_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 5,747 | 40.352518 | 120 | py |
FATE | FATE-master/python/federatedml/feature/test/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/feature/test/ohe_alignment_test.py | import unittest
import uuid
from fate_arch.session import computing_session as session
from federatedml.feature.homo_onehot.homo_ohe_arbiter import HomoOneHotArbiter
class TestOHE_alignment(unittest.TestCase):
def setUp(self):
self.job_id = str(uuid.uuid1())
session.init(self.job_id)
def tes... | 1,102 | 31.441176 | 114 | py |
FATE | FATE-master/python/federatedml/feature/hetero_feature_binning/hetero_binning_guest.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 17,537 | 47.049315 | 116 | py |
FATE | FATE-master/python/federatedml/feature/hetero_feature_binning/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/feature/hetero_feature_binning/base_feature_binning.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 20,700 | 46.370709 | 118 | py |
FATE | FATE-master/python/federatedml/feature/hetero_feature_binning/hetero_binning_host.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 8,421 | 45.021858 | 119 | py |
FATE | FATE-master/python/federatedml/feature/homo_onehot/homo_ohe_base.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 4,612 | 38.767241 | 124 | py |
FATE | FATE-master/python/federatedml/feature/homo_onehot/homo_ohe_arbiter.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 3,005 | 31.322581 | 103 | py |
FATE | FATE-master/python/federatedml/feature/homo_onehot/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 685 | 30.181818 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/base_binning.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 19,553 | 36.968932 | 111 | py |
FATE | FATE-master/python/federatedml/feature/binning/iv_calculator.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 17,696 | 38.239468 | 113 | py |
FATE | FATE-master/python/federatedml/feature/binning/bin_inner_param.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 7,522 | 36.994949 | 84 | py |
FATE | FATE-master/python/federatedml/feature/binning/quantile_binning.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 11,770 | 36.487261 | 107 | py |
FATE | FATE-master/python/federatedml/feature/binning/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/quantile_summaries.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 15,189 | 32.68071 | 109 | py |
FATE | FATE-master/python/federatedml/feature/binning/bucket_binning.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 3,082 | 37.5375 | 106 | py |
FATE | FATE-master/python/federatedml/feature/binning/quantile_tool.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,447 | 38.181818 | 104 | py |
FATE | FATE-master/python/federatedml/feature/binning/bin_result.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 13,139 | 36.758621 | 100 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/quantile_binning_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 5,697 | 37.5 | 113 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/iv_calculator_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 5,189 | 39.546875 | 115 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/bucket_binning_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,280 | 37.151163 | 106 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/quantile_summaries_test.py | import math
import unittest
import numpy as np
from federatedml.feature.binning.quantile_summaries import QuantileSummaries
class TestQuantileSummaries(unittest.TestCase):
def setUp(self):
self.percentile_rate = list(range(0, 100, 1))
self.data_num = 10000
np.random.seed(15)
self... | 2,110 | 35.396552 | 104 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/base_binning_test.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 2,368 | 29.371795 | 87 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/test_optimal_binning/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/test_optimal_binning/hetero_optimal_feature_binning_test.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 8,829 | 34.748988 | 107 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/test_quantile_binning_module/homo_feature_binning_test.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 7,576 | 40.404372 | 114 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/test_quantile_binning_module/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/test/test_quantile_binning_module/hetero_feature_binning_test.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 8,716 | 34.434959 | 107 | py |
FATE | FATE-master/python/federatedml/feature/binning/optimal_binning/heap.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 9,675 | 34.837037 | 120 | py |
FATE | FATE-master/python/federatedml/feature/binning/optimal_binning/bucket_info.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 3,232 | 33.763441 | 113 | py |
FATE | FATE-master/python/federatedml/feature/binning/optimal_binning/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/feature/binning/optimal_binning/optimal_binning.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 30,704 | 49.668317 | 117 | py |
FATE | FATE-master/python/federatedml/evaluation/performance_recorder.py | from federatedml.util import consts
class PerformanceRecorder(object):
"""
This class record performance(single value metrics during the training process)
"""
def __init__(self):
# all of them are single value metrics
self.allowed_metric = [consts.AUC,
... | 2,787 | 33 | 84 | py |
FATE | FATE-master/python/federatedml/evaluation/metric_interface.py | from sklearn.metrics import roc_auc_score
from sklearn.metrics import roc_curve
import numpy as np
import logging
from federatedml.util import consts
from federatedml.evaluation.metrics import classification_metric
from federatedml.evaluation.metrics import regression_metric
from federatedml.evaluation.metrics import c... | 19,476 | 37.72167 | 156 | py |
FATE | FATE-master/python/federatedml/evaluation/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 705 | 34.3 | 75 | py |
FATE | FATE-master/python/federatedml/evaluation/evaluation.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 39,206 | 36.269011 | 108 | py |
FATE | FATE-master/python/federatedml/evaluation/test/test_evaluation_module.py | import unittest
import numpy as np
from federatedml.util import consts
from federatedml.evaluation.metrics import classification_metric, clustering_metric, regression_metric
from federatedml.evaluation.metric_interface import MetricInterface
class TestEvaluation(unittest.TestCase):
def setUp(self):
self... | 3,943 | 40.957447 | 102 | py |
FATE | FATE-master/python/federatedml/evaluation/test/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/evaluation/metrics/regression_metric.py | from scipy.stats import stats
from sklearn.metrics import explained_variance_score
from sklearn.metrics import mean_absolute_error
from sklearn.metrics import mean_squared_error
from sklearn.metrics import median_absolute_error
from sklearn.metrics import r2_score
import numpy as np
class RMSE(object):
@staticm... | 2,315 | 25.930233 | 173 | py |
FATE | FATE-master/python/federatedml/evaluation/metrics/clustering_metric.py | import numpy as np
from sklearn.metrics import jaccard_score as jaccard_similarity_score
from sklearn.metrics import fowlkes_mallows_score
from sklearn.metrics import adjusted_rand_score
class JaccardSimilarityScore(object):
"""
Compute jaccard_similarity_score
"""
def compute(self, labels, pred_scor... | 2,852 | 30.01087 | 100 | py |
FATE | FATE-master/python/federatedml/evaluation/metrics/classification_metric.py | import copy
import sys
import numpy as np
import pandas as pd
from scipy.stats import stats
from sklearn.metrics import accuracy_score
from sklearn.metrics import precision_score
from sklearn.metrics import recall_score
from sklearn.metrics import average_precision_score
ROUND_NUM = 6
def neg_pos_count(labels: np.n... | 21,650 | 35.758913 | 119 | py |
FATE | FATE-master/python/federatedml/evaluation/metrics/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/callbacks/callback_list.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 2,901 | 42.313433 | 90 | py |
FATE | FATE-master/python/federatedml/callbacks/validation_strategy.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 16,887 | 39.891041 | 119 | py |
FATE | FATE-master/python/federatedml/callbacks/model_checkpoint.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 1,657 | 39.439024 | 110 | py |
FATE | FATE-master/python/federatedml/callbacks/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 614 | 40 | 75 | py |
FATE | FATE-master/python/federatedml/callbacks/callback_base.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 887 | 29.62069 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/k_fold.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 12,789 | 43.72028 | 159 | py |
FATE | FATE-master/python/federatedml/model_selection/mini_batch.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 9,230 | 44.69802 | 120 | py |
FATE | FATE-master/python/federatedml/model_selection/indices.py |
"""
This module provide some utilized methods that operate the index of distributed data
"""
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of ... | 1,049 | 34 | 84 | py |
FATE | FATE-master/python/federatedml/model_selection/start_cross_validation.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 1,233 | 31.473684 | 82 | py |
FATE | FATE-master/python/federatedml/model_selection/cross_validate.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 2,194 | 39.648148 | 111 | py |
FATE | FATE-master/python/federatedml/model_selection/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 765 | 35.47619 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/test/mini_batch_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,894 | 36.095238 | 86 | py |
FATE | FATE-master/python/federatedml/model_selection/test/KFold_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 2,773 | 34.113924 | 98 | py |
FATE | FATE-master/python/federatedml/model_selection/test/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/start_stepwise.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 1,501 | 34.761905 | 79 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/step.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,082 | 35.270588 | 112 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/hetero_stepwise.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 22,445 | 43.981964 | 117 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/test/stepwise_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,374 | 34.15625 | 120 | py |
FATE | FATE-master/python/federatedml/model_selection/stepwise/test/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/homo_data_split.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 4,523 | 41.679245 | 109 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/data_split.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 12,672 | 38.235294 | 118 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/hetero_data_split.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 4,656 | 42.933962 | 109 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 765 | 35.47619 | 75 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/test/data_split_test.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 3,384 | 36.197802 | 107 | py |
FATE | FATE-master/python/federatedml/model_selection/data_split/test/__init__.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 616 | 37.5625 | 75 | py |
FATE | FATE-master/python/federatedml/semi_supervised_learning/positive_unlabeled/positive_unlabeled_transformer.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 7,934 | 41.891892 | 114 | py |
FATE | FATE-master/python/federatedml/semi_supervised_learning/positive_unlabeled/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/linear_model/linear_model_weight.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 3,567 | 36.557895 | 109 | py |
FATE | FATE-master/python/federatedml/linear_model/linear_model_base.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 9,360 | 37.208163 | 97 | py |
FATE | FATE-master/python/federatedml/linear_model/__init__.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/lic... | 661 | 35.777778 | 75 | py |
FATE | FATE-master/python/federatedml/linear_model/coordinated_linear_model/base_linear_model_arbiter.py | #
# Copyright 2019 The FATE Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | 7,192 | 45.707792 | 118 | py |
FATE | FATE-master/python/federatedml/linear_model/coordinated_linear_model/__init__.py | 0 | 0 | 0 | py |
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