aif-bias.yaml

# Copyright 2021 IBM Corporation
# 
# 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 applicable law or agreed to in writing, software 
# distributed under the License is distributed on an "AS IS" BASIS, 
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 
# See the License for the specific language governing permissions and 
# limitations under the License. 
name: 'AIF360 Bias detection example'
description: 'Detecting and mitigating age bias on credit decisions'
metadata:
  annotations:
    platform: 'OpenSource'
implementation:
  github:
    source: 'https://github.com/IBM/Trusted-ML-Pipelines/blob/master/notebooks/tutorial_credit_scoring.ipynb'
#    requirements: 'https://github.com/IBM/Trusted-ML-Pipelines/blob/master/requirements.txt'
    # TODO: do not require '==' in elyra-ai/kfp-notebook:"bootstrapper.py", line 369, package_list_to_dict()
    requirements: 'aif360[all]==0.3.0,ibm-cos-sdk==2.8.0,requests==2.25.0,numpy==1.19.4,Pillow==8.0.1,matplotlib==3.3.2,scikit-image==0.17.2,Keras==2.4.3'