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/fate_client/pipeline/component/hetero_lr.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... | 1,343 | 35.324324 | 75 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/__init__.py | from pipeline.component.nn.interface import save_to_fate, save_to_fate_llm, DatasetParam, TrainerParam
__all__ = ["save_to_fate_llm", "DatasetParam", "TrainerParam"]
| 167 | 41 | 102 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/interface.py | from pipeline.param.base_param import BaseParam
import sys
def not_working_save_to_fate(*args, **kwargs):
raise ValueError(
'save to fate not working, please check if your ipython is installed, '
'and if ipython.get_ipython() is working')
def not_working_save_to_fate_llm(*args, **kwargs):
ra... | 5,089 | 32.486842 | 215 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/models/sequantial.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... | 3,465 | 34.731959 | 112 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/models/keras_interface.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... | 2,295 | 28.435897 | 91 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/models/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/import_hook.py | try:
from pipeline.component.nn.backend.torch import nn as nn_
from pipeline.component.nn.backend.torch import init as init_
from pipeline.component.nn.backend.torch import optim as optim_
from pipeline.component.nn.backend.torch.cust import CustModel, CustLoss
from pipeline.component.nn.backend.tor... | 1,920 | 36.666667 | 101 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/base.py | import json
import torch as t
from torch.nn import Sequential as tSequential
from pipeline.component.nn.backend.torch.operation import OpBase
class FateTorchLayer(object):
def __init__(self):
t.nn.Module.__init__(self)
self.param_dict = dict()
self.initializer = {'weight': None, 'bias': N... | 4,209 | 26.880795 | 81 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/optim.py | from torch import optim
from pipeline.component.nn.backend.torch.base import FateTorchOptimizer
class ASGD(optim.ASGD, FateTorchOptimizer):
def __init__(
self,
params=None,
lr=0.01,
lambd=0.0001,
alpha=0.75,
t0=1000000.0,
weight_decay=0,
foreach=Non... | 12,959 | 30.228916 | 118 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/cust.py | from torch import nn
import importlib
from pipeline.component.nn.backend.torch.base import FateTorchLayer, FateTorchLoss
import difflib
MODEL_PATH = None
LOSS_PATH = None
def str_simi(str_a, str_b):
return difflib.SequenceMatcher(None, str_a, str_b).quick_ratio()
def get_class(module_name, class_name, param, ... | 4,188 | 36.738739 | 119 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/init.py | import copy
import torch as t
from torch.nn import init as torch_init
import functools
from pipeline.component.nn.backend.torch.base import FateTorchLayer
from pipeline.component.nn.backend.torch.base import Sequential
str_init_func_map = {
"uniform": torch_init.uniform_,
"normal": torch_init.normal_,
"con... | 6,775 | 25.677165 | 89 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/nn.py | from pipeline.component.nn.backend.torch.base import FateTorchLayer, FateTorchLoss
from pipeline.component.nn.backend.torch.base import Sequential
from torch import nn
class Bilinear(nn.modules.linear.Bilinear, FateTorchLayer):
def __init__(
self,
in1_features,
in2_features,
... | 81,792 | 32.412173 | 82 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/interactive.py | import torch as t
from torch.nn import ReLU, Linear, LazyLinear, Tanh, Sigmoid, Dropout, Sequential
from pipeline.component.nn.backend.torch.base import FateTorchLayer
class InteractiveLayer(t.nn.Module, FateTorchLayer):
r"""A :class: InteractiveLayer.
An interface for InteractiveLayer. In interactive... | 5,522 | 34.178344 | 113 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/__init__.py | try:
from pipeline.component.nn.backend.torch import nn, init, operation, optim, serialization
except ImportError:
nn, init, operation, optim, serialization = None, None, None, None, None
__all__ = ['nn', 'init', 'operation', 'optim', 'serialization']
| 261 | 36.428571 | 93 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/operation.py | import torch
import torch as t
import copy
from torch.nn import Module
class OpBase(object):
def __init__(self):
self.param_dict = {}
def to_dict(self):
ret = copy.deepcopy(self.param_dict)
ret['op'] = type(self).__name__
return ret
class Astype(Module, OpBase):
def __... | 3,488 | 23.570423 | 89 | py |
FATE | FATE-master/python/fate_client/pipeline/component/nn/backend/torch/serialization.py | import copy
import inspect
from collections import OrderedDict
try:
from torch.nn import Sequential as tSeq
from pipeline.component.nn.backend.torch import optim, init, nn
from pipeline.component.nn.backend.torch import operation
from pipeline.component.nn.backend.torch.base import Sequential, get_torch... | 4,867 | 37.03125 | 100 | py |
FATE | FATE-master/python/fate_client/flow_client/flow.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... | 7,142 | 38.464088 | 116 | py |
FATE | FATE-master/python/fate_client/flow_client/__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/fate_client/flow_client/flow_cli/__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/fate_client/flow_client/flow_cli/commands/checkpoint.py | #
# Copyright 2021 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... | 1,956 | 33.333333 | 86 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/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... | 9,661 | 38.761317 | 120 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/resource.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... | 1,750 | 26.793651 | 82 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/table.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... | 6,001 | 24.218487 | 97 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/task.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... | 1,886 | 25.957143 | 76 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/queue.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... | 1,182 | 25.886364 | 75 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/template.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... | 2,044 | 31.983871 | 111 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/server.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... | 1,482 | 31.23913 | 94 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/model.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... | 17,583 | 35.941176 | 120 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/privilege.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... | 2,272 | 25.126437 | 90 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/tag.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... | 3,699 | 27.90625 | 119 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/data.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... | 5,063 | 32.098039 | 131 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/component.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... | 13,399 | 35.021505 | 332 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/service.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... | 1,273 | 31.666667 | 94 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/key.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... | 2,153 | 23.758621 | 83 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/__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/fate_client/flow_client/flow_cli/commands/job.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... | 10,950 | 32.695385 | 197 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/tracking.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... | 8,924 | 36.343096 | 118 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/commands/provider.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... | 2,094 | 33.916667 | 94 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/utils/cli_utils.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... | 7,929 | 32.179916 | 101 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/utils/detect_utils.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... | 1,522 | 42.514286 | 101 | py |
FATE | FATE-master/python/fate_client/flow_client/flow_cli/utils/__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/fate_client/flow_client/flow_cli/utils/cli_args.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... | 7,116 | 59.313559 | 118 | py |
FATE | FATE-master/python/fate_client/flow_sdk/utils.py | import os
import json
import socket
import time
import typing
import tarfile
import datetime
from enum import Enum, IntEnum
PROJECT_BASE = os.getenv("FATE_DEPLOY_BASE")
def start_cluster_standalone_job_server():
print("use service.sh to start standalone node server....")
os.system("sh service.sh start --stan... | 5,047 | 28.694118 | 85 | py |
FATE | FATE-master/python/fate_client/flow_sdk/__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/fate_client/flow_sdk/client/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... | 4,394 | 34.443548 | 114 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/__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... | 1,252 | 32.864865 | 75 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/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... | 1,520 | 27.698113 | 75 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/checkpoint.py | #
# Copyright 2021 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... | 1,510 | 42.171429 | 108 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/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... | 3,698 | 32.627273 | 115 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/table.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... | 1,706 | 40.634146 | 114 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/task.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... | 1,144 | 37.166667 | 93 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/queue.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... | 763 | 33.727273 | 75 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/model.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... | 6,695 | 43.939597 | 120 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/privilege.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... | 1,629 | 41.894737 | 89 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/tag.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... | 1,697 | 36.733333 | 75 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/data.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... | 3,669 | 41.183908 | 115 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/component.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... | 6,888 | 44.026144 | 119 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/version.py | #
# Copyright 2021 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... | 2,036 | 37.433962 | 107 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/__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... | 1,160 | 40.464286 | 75 | py |
FATE | FATE-master/python/fate_client/flow_sdk/client/api/job.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... | 4,908 | 39.908333 | 121 | py |
FATE | FATE-master/python/federatedml/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/lice... | 25,116 | 32.26755 | 116 | py |
FATE | FATE-master/python/federatedml/__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/nn/__init__.py | from federatedml.nn.dataset.base import Dataset
from federatedml.nn.homo.trainer.trainer_base import TrainerBase
__all__ = ['Dataset', 'TrainerBase']
| 151 | 29.4 | 64 | py |
FATE | FATE-master/python/federatedml/nn/model_zoo/graphsage.py | import torch as t
from torch import nn
from torch.nn import Module
import torch_geometric.nn as pyg
class Sage(nn.Module):
def __init__(self, in_channels, hidden_channels, class_num):
super().__init__()
self.model = nn.ModuleList([
pyg.SAGEConv(in_channels=in_channels, out_channels=hid... | 702 | 29.565217 | 94 | py |
FATE | FATE-master/python/federatedml/nn/model_zoo/homographsage.py |
import torch as t
from torch import nn
from torch.nn import Module
import torch_geometric.nn as pyg
class Sage(nn.Module):
def __init__(self, in_channels, hidden_channels, class_num):
super().__init__()
self.model = nn.ModuleList([
pyg.SAGEConv(in_channels=in_channels, out_channels=hi... | 703 | 28.333333 | 94 | py |
FATE | FATE-master/python/federatedml/nn/model_zoo/vision.py | import torch as t
from torchvision.models import get_model
class TorchVisionModels(t.nn.Module):
"""
This Class provides ALL torchvision classification models,
instantiate models and using pretrained weights by providing string model name and weight names
Parameters
----------
vision_model_na... | 1,062 | 38.37037 | 114 | py |
FATE | FATE-master/python/federatedml/nn/model_zoo/pretrained_bert.py | from transformers.models.bert import BertModel
from torch.nn import Module
from federatedml.util import LOGGER
class PretrainedBert(Module):
def __init__(self, pretrained_model_name_or_path: str = 'bert-base-uncased', freeze_weight=False):
"""
A pretrained Bert Model based on transformers
... | 1,566 | 38.175 | 117 | py |
FATE | FATE-master/python/federatedml/nn/dataset/base.py | from torch.utils.data import Dataset as Dataset_
from federatedml.nn.backend.utils.common import ML_PATH, LLM_PATH
import importlib
import abc
import numpy as np
class Dataset(Dataset_):
def __init__(self, **kwargs):
super(Dataset, self).__init__()
self._type = 'local' # train/predict
se... | 5,430 | 28.677596 | 119 | py |
FATE | FATE-master/python/federatedml/nn/dataset/image.py | import torch
from federatedml.nn.dataset.base import Dataset
from torchvision.datasets import ImageFolder
from torchvision import transforms
import numpy as np
class ImageDataset(Dataset):
"""
A basic Image Dataset built on pytorch ImageFolder, supports simple image transform
Given a folder path, ImageD... | 3,837 | 35.552381 | 119 | py |
FATE | FATE-master/python/federatedml/nn/dataset/table.py | import numpy as np
import pandas as pd
from federatedml.statistic.data_overview import with_weight
from federatedml.nn.dataset.base import Dataset
from federatedml.util import LOGGER
class TableDataset(Dataset):
"""
A Table Dataset, load data from a give csv path, or transform FATE DTable
Parameters
... | 6,846 | 35.036842 | 117 | py |
FATE | FATE-master/python/federatedml/nn/dataset/graph.py | import numpy as np
import pandas as pd
from federatedml.statistic.data_overview import with_weight
from federatedml.nn.dataset.base import Dataset
try:
from torch_geometric.data import Data
except BaseException:
pass
import torch
from federatedml.util import LOGGER
class GraphDataset(Dataset):
"""
A... | 4,680 | 39.353448 | 145 | py |
FATE | FATE-master/python/federatedml/nn/dataset/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/nn/backend/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/nn/backend/torch/import_hook.py | try:
from federatedml.component.nn.backend.torch import nn as nn_
from federatedml.component.nn.backend.torch import init as init_
from federatedml.component.nn.backend.torch import optim as optim_
from federatedml.component.nn.backend.torch.cust import CustModel, CustLoss
from federatedml.nn.backen... | 1,925 | 36.764706 | 101 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/base.py | import json
import torch as t
from torch.nn import Sequential as tSequential
from federatedml.nn.backend.torch.operation import OpBase
class FateTorchLayer(object):
def __init__(self):
t.nn.Module.__init__(self)
self.param_dict = dict()
self.initializer = {'weight': None, 'bias': None}
... | 4,203 | 26.657895 | 81 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/optim.py | from torch import optim
from federatedml.nn.backend.torch.base import FateTorchLayer, Sequential
from federatedml.nn.backend.torch.base import FateTorchOptimizer
class ASGD(optim.ASGD, FateTorchOptimizer):
def __init__(
self,
params=None,
lr=0.01,
lambd=0.0001,
alpha=0.75,... | 13,025 | 30.3125 | 118 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/cust_model.py | import importlib
from torch import nn
from federatedml.nn.backend.torch.base import FateTorchLayer
from federatedml.nn.backend.utils.common import ML_PATH
PATH = '{}.model_zoo'.format(ML_PATH)
class CustModel(FateTorchLayer, nn.Module):
def __init__(self, module_name, class_name, **kwargs):
super(Cust... | 1,984 | 34.446429 | 97 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/cust.py | from torch import nn
import importlib
from federatedml.nn.backend.torch.base import FateTorchLayer, FateTorchLoss
from federatedml.nn.backend.utils.common import ML_PATH, LLM_PATH
import difflib
LLM_MODEL_PATH = '{}.model_zoo'.format(LLM_PATH)
MODEL_PATH = '{}.model_zoo'.format(ML_PATH)
LOSS_PATH = '{}.loss'.format(M... | 4,907 | 34.057143 | 118 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/init.py | import copy
import torch as t
from torch.nn import init as torch_init
import functools
from federatedml.nn.backend.torch.base import FateTorchLayer
from federatedml.nn.backend.torch.base import Sequential
str_init_func_map = {
"uniform": torch_init.uniform_,
"normal": torch_init.normal_,
"constant": torch_... | 6,761 | 25.622047 | 89 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/nn.py | from torch import nn
from federatedml.nn.backend.torch.base import FateTorchLayer, FateTorchLoss
from federatedml.nn.backend.torch.base import Sequential
class Bilinear(nn.modules.linear.Bilinear, FateTorchLayer):
def __init__(
self,
in1_features,
in2_features,
out... | 81,778 | 32.406454 | 79 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/interactive.py | import torch as t
from torch.nn import ReLU, Linear, LazyLinear, Tanh, Sigmoid, Dropout, Sequential
from federatedml.nn.backend.torch.base import FateTorchLayer
class InteractiveLayer(t.nn.Module, FateTorchLayer):
r"""A :class: InteractiveLayer.
An interface for InteractiveLayer. In interactive layer... | 5,516 | 33.917722 | 113 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/__init__.py | try:
from federatedml.nn.backend.torch import nn, init, operation, optim, serialization
except ImportError:
nn, init, operation, optim, serialization = None, None, None, None, None
__all__ = ['nn', 'init', 'operation', 'optim', 'serialization']
| 254 | 35.428571 | 86 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/operation.py | import torch as t
import copy
from torch.nn import Module
class OpBase(object):
def __init__(self):
self.param_dict = {}
def to_dict(self):
ret = copy.deepcopy(self.param_dict)
ret['op'] = type(self).__name__
return ret
class Astype(Module, OpBase):
def __init__(self, ... | 3,475 | 23.652482 | 89 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/serialization.py | import copy
import inspect
from collections import OrderedDict
try:
from torch.nn import Sequential as tSeq
from federatedml.nn.backend.torch import optim, init, nn
from federatedml.nn.backend.torch import operation
from federatedml.nn.backend.torch.base import Sequential, get_torch_instance
from fe... | 4,832 | 36.757813 | 100 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/torch_modules_extract/extract_pytorch_modules.py | import inspect
from torch.nn.modules import linear, activation, rnn, dropout, sparse, pooling, conv, transformer, batchnorm
from torch.nn.modules import padding, pixelshuffle
from torch.nn.modules import loss
class Required(object):
def __init__(self):
pass
def __repr__(self):
return '(Requi... | 3,479 | 27.064516 | 108 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/torch_modules_extract/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/nn/backend/torch/torch_modules_extract/extract_pytorch_optim.py | import inspect
from torch import optim
from federatedml.nn.backend.torch.torch_modules_extract.extract_pytorch_modules import extract_init_param, Required
from torch.optim.optimizer import required
def code_assembly(param, nn_class):
para_str = ""
non_default_param = ""
init_str = """"""
special_param... | 2,304 | 27.45679 | 121 | py |
FATE | FATE-master/python/federatedml/nn/backend/torch/test/test_cust_model.py | from federatedml.nn.backend.torch import nn, init
import json
from federatedml.nn.backend.torch import serialization as s
import torch as t
from federatedml.nn.backend.torch.import_hook import fate_torch_hook
from federatedml.nn.backend.torch.cust import CustModel
fate_torch_hook(t)
cust_resnet = CustModel(name='resn... | 713 | 31.454545 | 77 | py |
FATE | FATE-master/python/federatedml/nn/backend/utils/deepspeed_util.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... | 1,695 | 30.407407 | 85 | py |
FATE | FATE-master/python/federatedml/nn/backend/utils/data.py | import numpy as np
from torch.utils.data import Dataset as torchDataset
from federatedml.util import LOGGER
from federatedml.nn.dataset.base import Dataset, get_dataset_class
from federatedml.nn.dataset.image import ImageDataset
from federatedml.nn.dataset.table import TableDataset
from federatedml.nn.dataset.graph imp... | 2,598 | 35.605634 | 109 | py |
FATE | FATE-master/python/federatedml/nn/backend/utils/rng.py | import random
from fate_arch.session import computing_session
import numpy as np
from federatedml.secureprotol.paillier_tensor import PaillierTensor
BITS = 10
MIXED_RATE = 0.5
class RandomNumberGenerator(object):
def __init__(self):
self.lower_bound = -2 ** BITS
self.upper_bound = 2 ** BITS
... | 2,603 | 30.373494 | 98 | py |
FATE | FATE-master/python/federatedml/nn/backend/utils/common.py | import torch as t
import numpy as np
import tempfile
ML_PATH = 'federatedml.nn'
LLM_PATH = "fate_llm"
HOMOMODELMETA = "HomoNNMeta"
HOMOMODELPARAM = "HomoNNParam"
def global_seed(seed):
# set random seed of torch
t.manual_seed(seed)
t.cuda.manual_seed_all(seed)
t.backends.cudnn.deterministic = True
... | 968 | 20.065217 | 72 | py |
FATE | FATE-master/python/federatedml/nn/backend/utils/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/nn/backend/utils/distributed_util.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... | 815 | 27.137931 | 75 | py |
FATE | FATE-master/python/federatedml/nn/homo/server.py | from federatedml.model_base import ModelBase
from federatedml.param.homo_nn_param import HomoNNParam
from federatedml.nn.homo.trainer.trainer_base import get_trainer_class
from federatedml.model_base import MetricMeta
from federatedml.util import LOGGER
from federatedml.nn.homo.client import NNModelExporter
from federa... | 3,107 | 35.139535 | 88 | py |
FATE | FATE-master/python/federatedml/nn/homo/client.py | import json
import torch
import inspect
from fate_arch.computing.non_distributed import LocalData
from fate_arch.computing import is_table
from federatedml.model_base import ModelBase
from federatedml.nn.homo.trainer.trainer_base import get_trainer_class, TrainerBase
from federatedml.nn.backend.utils.data import load_d... | 15,960 | 35.861432 | 145 | py |
FATE | FATE-master/python/federatedml/nn/homo/__init__.py | 0 | 0 | 0 | py | |
FATE | FATE-master/python/federatedml/nn/homo/trainer/fedavg_trainer.py | import torch
import torch as t
import torch.distributed as dist
import tqdm
import numpy as np
import transformers
from torch.nn import DataParallel
from torch.utils.data import DataLoader
from torch.utils.data.distributed import DistributedSampler
from federatedml.framework.homo.aggregator.secure_aggregator import Sec... | 25,839 | 41.291326 | 146 | py |
FATE | FATE-master/python/federatedml/nn/homo/trainer/trainer_base.py | import os
import abc
import importlib
import torch as t
import numpy as np
from torch.nn import Module
from typing import List
from federatedml.util import consts
from federatedml.util import LOGGER
from federatedml.model_base import serialize_models
from federatedml.nn.backend.utils.common import ML_PATH
from federat... | 20,753 | 35.410526 | 131 | py |
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