hetero_sshe_lr.py 1.3 KB

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  1. #
  2. # Copyright 2019 The FATE Authors. All Rights Reserved.
  3. #
  4. # Licensed under the Apache License, Version 2.0 (the "License");
  5. # you may not use this file except in compliance with the License.
  6. # You may obtain a copy of the License at
  7. #
  8. # http://www.apache.org/licenses/LICENSE-2.0
  9. #
  10. # Unless required by applicable law or agreed to in writing, software
  11. # distributed under the License is distributed on an "AS IS" BASIS,
  12. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. # See the License for the specific language governing permissions and
  14. # limitations under the License.
  15. #
  16. from .components import ComponentMeta
  17. hetero_sshe_lr_cpn_meta = ComponentMeta("HeteroSSHELR")
  18. @hetero_sshe_lr_cpn_meta.bind_param
  19. def hetero_sshe_lr_param():
  20. from federatedml.param.hetero_sshe_lr_param import HeteroSSHELRParam
  21. return HeteroSSHELRParam
  22. @hetero_sshe_lr_cpn_meta.bind_runner.on_guest
  23. def hetero_sshe_lr_runner_guest():
  24. from federatedml.linear_model.bilateral_linear_model.hetero_sshe_logistic_regression.hetero_lr_guest import (
  25. HeteroLRGuest,
  26. )
  27. return HeteroLRGuest
  28. @hetero_sshe_lr_cpn_meta.bind_runner.on_host
  29. def hetero_sshe_lr_runner_host():
  30. from federatedml.linear_model.bilateral_linear_model.hetero_sshe_logistic_regression.hetero_lr_host import (
  31. HeteroLRHost,
  32. )
  33. return HeteroLRHost