UKRにおいてデータの重要度を考慮 #147
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UKRにおいてデータの重要度を考慮 #147
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Description 説明
close #145
Type of change 変更の種類
UKRに関して各データに対する重みを以下のように考慮するように修正．
↓1/Nのところは1/\sum_n \rho_nに置き換えてください
コンストラクタで
weightsとして重みの配列を与えると，上記の目的関数に対し以下のように勾配を計算する．なおデフォルトではweights=Noneとなっており，挙動はこれまでと変わらない．How Has This Been Tested? どのようにテストしたか？
Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration
挙動を確認するために実行したテストを記述してください．再現できるように指示をお願いします．テストコードがある場合はtestに追加してください．
weignt=Noneの際にこれまでと挙動が変わらないことを確認Test Configuration テスト環境:
python 3.6.10
numpy 1.18.1
scipy 1.4.1
pytorch 1.4.0
scikit-learn 0.22.1