├── .bandit ├── .coveragerc ├── .github └── workflows │ ├── publish.yml │ ├── pytest_coverage.yml │ ├── ubuntu.yml │ └── windows.yml ├── .gitignore ├── CONDUCT.md ├── Dockerfile ├── LICENSE ├── README.md ├── client_custom_dataset └── CUSTOM │ ├── test │ ├── Breast_1_131.npy │ ├── Breast_1_178.npy │ ├── Breast_1_38.npy │ ├── Breast_1_46.npy │ ├── Breast_1_56.npy │ ├── Breast_1_57.npy │ ├── Breast_1_58.npy │ ├── Chestxray_0_10192.npy │ ├── Chestxray_0_2599.npy │ ├── Chestxray_0_27.npy │ ├── Chestxray_10_2647.npy │ ├── Chestxray_10_7361.npy │ ├── Chestxray_11_6369.npy │ ├── Chestxray_12_3194.npy │ ├── Chestxray_12_6281.npy │ ├── Chestxray_1_1545.npy │ ├── Chestxray_2_10770.npy │ ├── Chestxray_2_1294.npy │ ├── Chestxray_2_2942.npy │ ├── Chestxray_3_4808.npy │ ├── Chestxray_3_563.npy │ ├── Chestxray_3_8533.npy │ ├── Chestxray_3_9185.npy │ ├── Chestxray_3_9271.npy │ ├── Chestxray_3_9492.npy │ ├── Chestxray_5_10699.npy │ ├── Chestxray_5_3477.npy │ ├── Chestxray_5_756.npy │ ├── Chestxray_5_7941.npy │ ├── Chestxray_5_8493.npy │ ├── Chestxray_6_7326.npy │ ├── Chestxray_7_10995.npy │ ├── Chestxray_7_8642.npy │ ├── Chestxray_7_9211.npy │ ├── Chestxray_8_2448.npy │ ├── Chestxray_9_1970.npy │ ├── Oct_0_10252.npy │ ├── Oct_0_10370.npy │ ├── Oct_0_1901.npy │ ├── Oct_0_2534.npy │ ├── Oct_0_4375.npy │ ├── Oct_0_521.npy │ ├── Oct_0_5368.npy │ ├── Oct_0_7082.npy │ ├── Oct_0_72818.npy │ ├── Oct_0_7570.npy │ ├── Oct_0_9852.npy │ ├── Oct_1_757.npy │ ├── Oct_2_26531.npy │ ├── Oct_2_3752.npy │ ├── Oct_2_8134.npy │ ├── Oct_2_8207.npy │ ├── Oct_2_9648.npy │ ├── Oct_3_1567.npy │ ├── Oct_3_1669.npy │ ├── Oct_3_2292.npy │ ├── Oct_3_2794.npy │ ├── Oct_3_4851.npy │ ├── Oct_3_4912.npy │ ├── Oct_3_5127.npy │ ├── Oct_3_5626.npy │ ├── Oct_3_5777.npy │ ├── Oct_3_6087.npy │ ├── Oct_3_6417.npy │ ├── Oct_3_9802.npy │ ├── Tissue_0_10673.npy │ ├── Tissue_0_12024.npy │ ├── Tissue_0_12038.npy │ ├── Tissue_0_14742.npy │ ├── Tissue_0_1487.npy │ ├── Tissue_0_17483.npy │ ├── Tissue_0_18694.npy │ ├── Tissue_0_20122.npy │ ├── Tissue_0_2373.npy │ ├── Tissue_0_3171.npy │ ├── Tissue_0_411.npy │ ├── Tissue_0_4904.npy │ ├── Tissue_0_6028.npy │ ├── Tissue_0_7434.npy │ ├── Tissue_0_8139.npy │ ├── Tissue_0_8962.npy │ ├── Tissue_0_9511.npy │ ├── Tissue_0_9949.npy │ ├── Tissue_3_8272.npy │ ├── Tissue_3_9593.npy │ ├── Tissue_4_10949.npy │ ├── Tissue_4_16558.npy │ ├── Tissue_4_17314.npy │ ├── Tissue_4_18139.npy │ ├── Tissue_4_2355.npy │ ├── Tissue_5_17494.npy │ ├── Tissue_5_22443.npy │ ├── Tissue_6_11839.npy │ ├── Tissue_6_12194.npy │ ├── Tissue_6_13317.npy │ ├── Tissue_6_14084.npy │ ├── Tissue_6_15019.npy │ ├── Tissue_6_15092.npy │ ├── Tissue_6_15204.npy │ ├── Tissue_6_17363.npy │ ├── Tissue_6_19355.npy │ ├── Tissue_6_19528.npy │ ├── Tissue_6_21927.npy │ ├── Tissue_6_37014.npy │ ├── Tissue_7_14747.npy │ ├── Tissue_7_14849.npy │ ├── Tissue_7_18085.npy │ ├── Tissue_7_18646.npy │ ├── Tissue_7_21396.npy │ ├── Tissue_7_21427.npy │ ├── Tissue_7_2508.npy │ ├── Tissue_7_2884.npy │ ├── Tissue_7_7116.npy │ └── Tissue_7_7248.npy │ └── train │ ├── Breast_0_0.npy │ ├── Breast_0_11.npy │ ├── Breast_0_115.npy │ ├── Breast_0_14.npy │ ├── Breast_0_20.npy │ ├── Breast_0_24.npy │ ├── Breast_0_28.npy │ ├── Breast_0_3.npy │ ├── Breast_0_30.npy │ ├── Breast_0_33.npy │ ├── Breast_0_45.npy │ ├── Breast_0_47.npy │ ├── Breast_0_64.npy │ ├── Breast_0_66.npy │ ├── Breast_0_71.npy │ ├── Breast_0_73.npy │ ├── Breast_0_74.npy │ ├── Breast_0_85.npy │ ├── Breast_1_1.npy │ ├── Breast_1_10.npy │ ├── Breast_1_12.npy │ ├── Breast_1_13.npy │ ├── Breast_1_15.npy │ ├── Breast_1_16.npy │ ├── Breast_1_17.npy │ ├── Breast_1_2.npy │ ├── Breast_1_21.npy │ ├── Breast_1_22.npy │ ├── Breast_1_227.npy │ ├── Breast_1_23.npy │ ├── Breast_1_249.npy │ ├── Breast_1_25.npy │ ├── Breast_1_27.npy │ ├── Breast_1_29.npy │ ├── Breast_1_32.npy │ ├── Breast_1_34.npy │ ├── Breast_1_35.npy │ ├── Breast_1_37.npy │ ├── Breast_1_40.npy │ ├── Breast_1_408.npy │ ├── Breast_1_41.npy │ ├── Breast_1_42.npy │ ├── Breast_1_43.npy │ ├── Breast_1_433.npy │ ├── Breast_1_48.npy │ ├── Breast_1_5.npy │ ├── Breast_1_50.npy │ ├── Breast_1_51.npy │ ├── Breast_1_52.npy │ ├── Breast_1_53.npy │ ├── Breast_1_54.npy │ ├── Breast_1_55.npy │ ├── Breast_1_6.npy │ ├── Breast_1_60.npy │ ├── Breast_1_61.npy │ ├── Breast_1_62.npy │ ├── Breast_1_64.npy │ ├── Breast_1_65.npy │ ├── Breast_1_68.npy │ ├── Breast_1_69.npy │ ├── Breast_1_7.npy │ ├── Breast_1_70.npy │ ├── Breast_1_72.npy │ ├── Breast_1_75.npy │ ├── Breast_1_76.npy │ ├── Breast_1_77.npy │ ├── Breast_1_8.npy │ ├── Breast_1_9.npy │ ├── Chestxray_0_10696.npy │ ├── Chestxray_0_10927.npy │ ├── Chestxray_0_11206.npy │ ├── Chestxray_0_2549.npy │ ├── Chestxray_0_44.npy │ ├── Chestxray_0_4584.npy │ ├── Chestxray_0_474.npy │ ├── Chestxray_0_4858.npy │ ├── Chestxray_0_5282.npy │ ├── Chestxray_0_6167.npy │ ├── Chestxray_0_6235.npy │ ├── Chestxray_0_6401.npy │ ├── Chestxray_0_6403.npy │ ├── Chestxray_0_6438.npy │ ├── Chestxray_0_6482.npy │ ├── Chestxray_0_7202.npy │ ├── Chestxray_0_752.npy │ ├── Chestxray_0_7551.npy │ ├── Chestxray_0_8453.npy │ ├── Chestxray_10_4463.npy │ ├── Chestxray_11_1275.npy │ ├── Chestxray_11_2068.npy │ ├── Chestxray_11_3915.npy │ ├── Chestxray_11_4063.npy │ ├── Chestxray_11_64880.npy │ ├── Chestxray_11_7570.npy │ ├── Chestxray_11_9678.npy │ ├── Chestxray_12_10521.npy │ ├── Chestxray_12_1472.npy │ ├── Chestxray_12_151.npy │ ├── Chestxray_12_194.npy │ ├── Chestxray_12_3225.npy │ ├── Chestxray_12_3458.npy │ ├── Chestxray_12_4112.npy │ ├── Chestxray_12_4694.npy │ ├── Chestxray_12_5795.npy │ ├── Chestxray_12_7320.npy │ ├── Chestxray_12_9084.npy │ ├── Chestxray_1_10242.npy │ ├── Chestxray_1_4797.npy │ ├── Chestxray_1_6404.npy │ ├── Chestxray_1_7034.npy │ ├── Chestxray_1_7388.npy │ ├── Chestxray_1_8324.npy │ ├── Chestxray_1_8326.npy │ ├── Chestxray_1_8907.npy │ ├── Chestxray_2_10082.npy │ ├── Chestxray_2_10125.npy │ ├── Chestxray_2_10149.npy │ ├── Chestxray_2_10349.npy │ ├── Chestxray_2_10524.npy │ ├── Chestxray_2_10638.npy │ ├── Chestxray_2_10750.npy │ ├── Chestxray_2_11137.npy │ ├── Chestxray_2_1160.npy │ ├── Chestxray_2_1177.npy │ ├── Chestxray_2_1408.npy │ ├── Chestxray_2_1727.npy │ ├── Chestxray_2_1832.npy │ ├── Chestxray_2_2029.npy │ ├── Chestxray_2_2134.npy │ ├── Chestxray_2_2535.npy │ ├── Chestxray_2_3045.npy │ ├── Chestxray_2_3462.npy │ ├── Chestxray_2_3820.npy │ ├── Chestxray_2_4261.npy │ ├── Chestxray_2_5098.npy │ ├── Chestxray_2_5125.npy │ ├── Chestxray_2_5669.npy │ ├── Chestxray_2_5987.npy │ ├── Chestxray_2_6509.npy │ ├── Chestxray_2_6807.npy │ ├── Chestxray_2_7015.npy │ ├── Chestxray_2_7113.npy │ ├── Chestxray_2_7131.npy │ ├── Chestxray_2_7152.npy │ ├── Chestxray_2_7430.npy │ ├── Chestxray_2_7706.npy │ ├── Chestxray_2_7865.npy │ ├── Chestxray_2_8054.npy │ ├── Chestxray_2_8099.npy │ ├── Chestxray_2_8955.npy │ ├── Chestxray_2_9745.npy │ ├── Chestxray_2_9882.npy │ ├── Chestxray_2_9918.npy │ ├── Chestxray_2_9951.npy │ ├── Chestxray_3_10171.npy │ ├── Chestxray_3_10717.npy │ ├── Chestxray_3_1072.npy │ ├── Chestxray_3_10733.npy │ ├── Chestxray_3_11004.npy │ ├── Chestxray_3_11050.npy │ ├── Chestxray_3_1627.npy │ ├── Chestxray_3_1767.npy │ ├── Chestxray_3_18163.npy │ ├── Chestxray_3_2116.npy │ ├── Chestxray_3_2130.npy │ ├── Chestxray_3_220.npy │ ├── Chestxray_3_2320.npy │ ├── Chestxray_3_2340.npy │ ├── Chestxray_3_2410.npy │ ├── Chestxray_3_2639.npy │ ├── Chestxray_3_2759.npy │ ├── Chestxray_3_3346.npy │ ├── Chestxray_3_3435.npy │ ├── Chestxray_3_3561.npy │ ├── Chestxray_3_3650.npy │ ├── Chestxray_3_3761.npy │ ├── Chestxray_3_3919.npy │ ├── Chestxray_3_3952.npy │ ├── Chestxray_3_421.npy │ ├── Chestxray_3_4216.npy │ ├── Chestxray_3_4402.npy │ ├── Chestxray_3_443.npy │ ├── Chestxray_3_4675.npy │ ├── Chestxray_3_4703.npy │ ├── Chestxray_3_4836.npy │ ├── Chestxray_3_4895.npy │ ├── Chestxray_3_4919.npy │ ├── Chestxray_3_4949.npy │ ├── Chestxray_3_512.npy │ ├── Chestxray_3_5301.npy │ ├── Chestxray_3_5605.npy │ ├── Chestxray_3_6751.npy │ ├── Chestxray_3_7412.npy │ ├── Chestxray_3_7657.npy │ ├── Chestxray_3_7667.npy │ ├── Chestxray_3_7801.npy │ ├── Chestxray_3_8160.npy │ ├── Chestxray_3_8298.npy │ ├── Chestxray_3_8713.npy │ ├── Chestxray_3_8954.npy │ ├── Chestxray_3_9047.npy │ ├── Chestxray_3_9081.npy │ ├── Chestxray_3_9523.npy │ ├── Chestxray_3_9811.npy │ ├── Chestxray_3_982.npy │ ├── Chestxray_4_1067.npy │ ├── Chestxray_4_1162.npy │ ├── Chestxray_4_1173.npy │ ├── Chestxray_4_2288.npy │ ├── Chestxray_4_3105.npy │ ├── Chestxray_4_4324.npy │ ├── Chestxray_4_6177.npy │ ├── Chestxray_4_7510.npy │ ├── Chestxray_4_7946.npy │ ├── Chestxray_4_8534.npy │ ├── Chestxray_4_8754.npy │ ├── Chestxray_4_9122.npy │ ├── Chestxray_4_9534.npy │ ├── Chestxray_4_9580.npy │ ├── Chestxray_5_10800.npy │ ├── Chestxray_5_1091.npy │ ├── Chestxray_5_1776.npy │ ├── Chestxray_5_3935.npy │ ├── Chestxray_5_4079.npy │ ├── Chestxray_5_554.npy │ ├── Chestxray_5_5938.npy │ ├── Chestxray_5_6184.npy │ ├── Chestxray_5_6391.npy │ ├── Chestxray_5_9471.npy │ ├── Chestxray_5_9729.npy │ ├── Chestxray_6_1513.npy │ ├── Chestxray_6_3188.npy │ ├── Chestxray_6_5225.npy │ ├── Chestxray_6_5805.npy │ ├── Chestxray_6_7399.npy │ ├── Chestxray_6_8382.npy │ ├── Chestxray_6_8988.npy │ ├── Chestxray_6_9056.npy │ ├── Chestxray_6_9185.npy │ ├── Chestxray_7_10100.npy │ ├── Chestxray_7_10571.npy │ ├── Chestxray_7_1145.npy │ ├── Chestxray_7_1717.npy │ ├── Chestxray_7_3195.npy │ ├── Chestxray_7_5008.npy │ ├── Chestxray_7_503.npy │ ├── Chestxray_7_61644.npy │ ├── Chestxray_7_69.npy │ ├── Chestxray_7_7171.npy │ ├── Chestxray_7_7260.npy │ ├── Chestxray_7_7293.npy │ ├── Chestxray_7_7542.npy │ ├── Chestxray_7_7828.npy │ ├── Chestxray_7_823.npy │ ├── Chestxray_7_9268.npy │ ├── Chestxray_8_17335.npy │ ├── Chestxray_8_187.npy │ ├── Chestxray_8_2918.npy │ ├── Chestxray_8_3663.npy │ ├── Chestxray_8_4409.npy │ ├── Chestxray_8_6667.npy │ ├── Chestxray_8_6771.npy │ ├── Chestxray_8_8104.npy │ ├── Chestxray_8_9794.npy │ ├── Chestxray_9_2208.npy │ ├── Chestxray_9_236.npy │ ├── Chestxray_9_2714.npy │ ├── Chestxray_9_6875.npy │ ├── Chestxray_9_7803.npy │ ├── Oct_0_10255.npy │ ├── Oct_0_1033.npy │ ├── Oct_0_10376.npy │ ├── Oct_0_10487.npy │ ├── Oct_0_1060.npy │ ├── Oct_0_1173.npy │ ├── Oct_0_1250.npy │ ├── Oct_0_1373.npy │ ├── Oct_0_1380.npy │ ├── Oct_0_1399.npy │ ├── Oct_0_1517.npy │ ├── Oct_0_1524.npy │ ├── Oct_0_1662.npy │ ├── Oct_0_1684.npy │ ├── Oct_0_1746.npy │ ├── Oct_0_1924.npy │ ├── Oct_0_2014.npy │ ├── Oct_0_2158.npy │ ├── Oct_0_2279.npy │ ├── Oct_0_2548.npy │ ├── Oct_0_2596.npy │ ├── Oct_0_2722.npy │ ├── Oct_0_2935.npy │ ├── Oct_0_2954.npy │ ├── Oct_0_2972.npy │ ├── Oct_0_3006.npy │ ├── Oct_0_3027.npy │ ├── Oct_0_3071.npy │ ├── Oct_0_3482.npy │ ├── Oct_0_3485.npy │ ├── Oct_0_3571.npy │ ├── Oct_0_3607.npy │ ├── Oct_0_3642.npy │ ├── Oct_0_3859.npy │ ├── Oct_0_3988.npy │ ├── Oct_0_4289.npy │ ├── Oct_0_4290.npy │ ├── Oct_0_4333.npy │ ├── Oct_0_449.npy │ ├── Oct_0_450.npy │ ├── Oct_0_4634.npy │ ├── Oct_0_5293.npy │ ├── Oct_0_5502.npy │ ├── Oct_0_5688.npy │ ├── Oct_0_5722.npy │ ├── Oct_0_5798.npy │ ├── Oct_0_5857.npy │ ├── Oct_0_596.npy │ ├── Oct_0_6403.npy │ ├── Oct_0_6663.npy │ ├── Oct_0_6760.npy │ ├── Oct_0_6922.npy │ ├── Oct_0_7047.npy │ ├── Oct_0_7081.npy │ ├── Oct_0_7107.npy │ ├── Oct_0_7151.npy │ ├── Oct_0_7218.npy │ ├── Oct_0_7233.npy │ ├── Oct_0_7331.npy │ ├── Oct_0_7354.npy │ ├── Oct_0_7581.npy │ ├── Oct_0_7616.npy │ ├── Oct_0_772.npy │ ├── Oct_0_7767.npy │ ├── Oct_0_7831.npy │ ├── Oct_0_7892.npy │ ├── Oct_0_7906.npy │ ├── Oct_0_7992.npy │ ├── Oct_0_8074.npy │ ├── Oct_0_8106.npy │ ├── Oct_0_8302.npy │ ├── Oct_0_8346.npy │ ├── Oct_0_8348.npy │ ├── Oct_0_8489.npy │ ├── Oct_0_851.npy │ ├── Oct_0_8843.npy │ ├── Oct_0_8955.npy │ ├── Oct_0_9002.npy │ ├── Oct_0_9224.npy │ ├── Oct_0_9362.npy │ ├── Oct_0_9377.npy │ ├── Oct_0_9453.npy │ ├── Oct_0_9587.npy │ ├── Oct_0_9755.npy │ ├── Oct_1_1207.npy │ ├── Oct_1_1753.npy │ ├── Oct_1_1796.npy │ ├── Oct_1_2078.npy │ ├── Oct_1_2182.npy │ ├── Oct_1_2987.npy │ ├── Oct_1_3566.npy │ ├── Oct_1_4093.npy │ ├── Oct_1_4149.npy │ ├── Oct_1_4366.npy │ ├── Oct_1_4436.npy │ ├── Oct_1_5388.npy │ ├── Oct_1_54.npy │ ├── Oct_1_5800.npy │ ├── Oct_1_6105.npy │ ├── Oct_1_6414.npy │ ├── Oct_1_65387.npy │ ├── Oct_1_7773.npy │ ├── Oct_1_8424.npy │ ├── Oct_1_8527.npy │ ├── Oct_1_8876.npy │ ├── Oct_1_8976.npy │ ├── Oct_1_9014.npy │ ├── Oct_1_902.npy │ ├── Oct_1_9097.npy │ ├── Oct_1_9702.npy │ ├── Oct_2_10143.npy │ ├── Oct_2_10483.npy │ ├── Oct_2_1052.npy │ ├── Oct_2_10661.npy │ ├── Oct_2_2610.npy │ ├── Oct_2_26446.npy │ ├── Oct_2_27682.npy │ ├── Oct_2_3036.npy │ ├── Oct_2_3249.npy │ ├── Oct_2_4057.npy │ ├── Oct_2_4370.npy │ ├── Oct_2_5788.npy │ ├── Oct_2_5962.npy │ ├── Oct_2_5985.npy │ ├── Oct_2_6369.npy │ ├── Oct_2_7924.npy │ ├── Oct_2_8401.npy │ ├── Oct_2_9099.npy │ ├── Oct_2_9163.npy │ ├── Oct_2_9652.npy │ ├── Oct_2_9760.npy │ ├── Oct_3_10010.npy │ ├── Oct_3_10059.npy │ ├── Oct_3_10063.npy │ ├── Oct_3_10164.npy │ ├── Oct_3_10261.npy │ ├── Oct_3_10341.npy │ ├── Oct_3_10348.npy │ ├── Oct_3_10360.npy │ ├── Oct_3_10441.npy │ ├── Oct_3_10444.npy │ ├── Oct_3_10811.npy │ ├── Oct_3_1092.npy │ ├── Oct_3_1269.npy │ ├── Oct_3_1370.npy │ ├── Oct_3_1588.npy │ ├── Oct_3_1671.npy │ ├── Oct_3_1799.npy │ ├── Oct_3_1820.npy │ ├── Oct_3_1869.npy │ ├── Oct_3_2031.npy │ ├── Oct_3_2211.npy │ ├── Oct_3_2217.npy │ ├── Oct_3_2259.npy │ ├── Oct_3_2277.npy │ ├── Oct_3_2300.npy │ ├── Oct_3_2320.npy │ ├── Oct_3_2345.npy │ ├── Oct_3_2388.npy │ ├── Oct_3_25.npy │ ├── Oct_3_2500.npy │ ├── Oct_3_2530.npy │ ├── Oct_3_2624.npy │ ├── Oct_3_271.npy │ ├── Oct_3_2777.npy │ ├── Oct_3_2915.npy │ ├── Oct_3_2921.npy │ ├── Oct_3_3087.npy │ ├── Oct_3_314.npy │ ├── Oct_3_3240.npy │ ├── Oct_3_3282.npy │ ├── Oct_3_3379.npy │ ├── Oct_3_3447.npy │ ├── Oct_3_3492.npy │ ├── Oct_3_36.npy │ ├── Oct_3_3660.npy │ ├── Oct_3_3685.npy │ ├── Oct_3_3771.npy │ ├── Oct_3_3895.npy │ ├── Oct_3_3983.npy │ ├── Oct_3_4006.npy │ ├── Oct_3_4101.npy │ ├── Oct_3_4393.npy │ ├── Oct_3_4416.npy │ ├── Oct_3_4499.npy │ ├── Oct_3_4657.npy │ ├── Oct_3_4711.npy │ ├── Oct_3_4786.npy │ ├── Oct_3_480.npy │ ├── Oct_3_4887.npy │ ├── Oct_3_4993.npy │ ├── Oct_3_4996.npy │ ├── Oct_3_4997.npy │ ├── Oct_3_5083.npy │ ├── Oct_3_5087.npy │ ├── Oct_3_5098.npy │ ├── Oct_3_5157.npy │ ├── Oct_3_5187.npy │ ├── Oct_3_5425.npy │ ├── Oct_3_5501.npy │ ├── Oct_3_5650.npy │ ├── Oct_3_5657.npy │ ├── Oct_3_5765.npy │ ├── Oct_3_5805.npy │ ├── Oct_3_5859.npy │ ├── Oct_3_5967.npy │ ├── Oct_3_5992.npy │ ├── Oct_3_6058.npy │ ├── Oct_3_6112.npy │ ├── Oct_3_619.npy │ ├── Oct_3_6209.npy │ ├── Oct_3_6240.npy │ ├── Oct_3_6277.npy │ ├── Oct_3_6411.npy │ ├── Oct_3_6561.npy │ ├── Oct_3_6614.npy │ ├── Oct_3_6674.npy │ ├── Oct_3_6794.npy │ ├── Oct_3_6903.npy │ ├── Oct_3_7007.npy │ ├── Oct_3_7102.npy │ ├── Oct_3_7352.npy │ ├── Oct_3_7453.npy │ ├── Oct_3_7833.npy │ ├── Oct_3_8099.npy │ ├── Oct_3_823.npy │ ├── Oct_3_8352.npy │ ├── Oct_3_8399.npy │ ├── Oct_3_8446.npy │ ├── Oct_3_852.npy │ ├── Oct_3_8542.npy │ ├── Oct_3_8627.npy │ ├── Oct_3_8752.npy │ ├── Oct_3_8781.npy │ ├── Oct_3_8817.npy │ ├── Oct_3_8890.npy │ ├── Oct_3_8911.npy │ ├── Oct_3_9019.npy │ ├── Oct_3_9356.npy │ ├── Oct_3_9482.npy │ ├── Oct_3_9592.npy │ ├── Oct_3_9744.npy │ ├── Oct_3_9875.npy │ ├── Oct_3_9938.npy │ ├── Tissue_0_10065.npy │ ├── Tissue_0_10235.npy │ ├── Tissue_0_10275.npy │ ├── Tissue_0_10363.npy │ ├── Tissue_0_10501.npy │ ├── Tissue_0_10715.npy │ ├── Tissue_0_10876.npy │ ├── Tissue_0_10970.npy │ ├── Tissue_0_1104.npy │ ├── Tissue_0_11215.npy │ ├── Tissue_0_11293.npy │ ├── Tissue_0_11304.npy │ ├── Tissue_0_11407.npy │ ├── Tissue_0_11543.npy │ ├── Tissue_0_11564.npy │ ├── Tissue_0_11609.npy │ ├── Tissue_0_11794.npy │ ├── Tissue_0_11911.npy │ ├── Tissue_0_12370.npy │ ├── Tissue_0_12488.npy │ ├── Tissue_0_12745.npy │ ├── Tissue_0_12909.npy │ ├── Tissue_0_13156.npy │ ├── Tissue_0_13261.npy │ ├── Tissue_0_13568.npy │ ├── Tissue_0_13699.npy │ ├── Tissue_0_13863.npy │ ├── Tissue_0_14042.npy │ ├── Tissue_0_14286.npy │ ├── Tissue_0_14369.npy │ ├── Tissue_0_14385.npy │ ├── Tissue_0_14542.npy │ ├── Tissue_0_14599.npy │ ├── Tissue_0_14672.npy │ ├── Tissue_0_14761.npy │ ├── Tissue_0_14805.npy │ ├── Tissue_0_1507.npy │ ├── Tissue_0_15264.npy │ ├── Tissue_0_154.npy │ ├── Tissue_0_15446.npy │ ├── Tissue_0_15489.npy │ ├── Tissue_0_15550.npy │ ├── Tissue_0_15846.npy │ ├── Tissue_0_15920.npy │ ├── Tissue_0_15943.npy │ ├── Tissue_0_16003.npy │ ├── Tissue_0_16179.npy │ ├── Tissue_0_16471.npy │ ├── Tissue_0_16578.npy │ ├── Tissue_0_16604.npy │ ├── Tissue_0_16671.npy │ ├── Tissue_0_16729.npy │ ├── Tissue_0_16738.npy │ ├── Tissue_0_16811.npy │ ├── Tissue_0_16840.npy │ ├── Tissue_0_17170.npy │ ├── Tissue_0_17171.npy │ ├── Tissue_0_17285.npy │ ├── Tissue_0_17376.npy │ ├── Tissue_0_17412.npy │ ├── Tissue_0_17486.npy │ ├── Tissue_0_17613.npy │ ├── Tissue_0_17929.npy │ ├── Tissue_0_18094.npy │ ├── Tissue_0_18387.npy │ ├── Tissue_0_18481.npy │ ├── Tissue_0_18485.npy │ ├── Tissue_0_18497.npy │ ├── Tissue_0_18545.npy │ ├── Tissue_0_18552.npy │ ├── Tissue_0_18581.npy │ ├── Tissue_0_18612.npy │ ├── Tissue_0_18634.npy │ ├── Tissue_0_18715.npy │ ├── Tissue_0_18737.npy │ ├── Tissue_0_18825.npy │ ├── Tissue_0_18933.npy │ ├── Tissue_0_19059.npy │ ├── Tissue_0_19110.npy │ ├── Tissue_0_19120.npy │ ├── Tissue_0_19162.npy │ ├── Tissue_0_19290.npy │ ├── Tissue_0_19312.npy │ ├── Tissue_0_19356.npy │ ├── Tissue_0_19436.npy │ ├── Tissue_0_19781.npy │ ├── Tissue_0_19861.npy │ ├── Tissue_0_19937.npy │ ├── Tissue_0_20028.npy │ ├── Tissue_0_20365.npy │ ├── Tissue_0_20416.npy │ ├── Tissue_0_20423.npy │ ├── Tissue_0_20465.npy │ ├── Tissue_0_20502.npy │ ├── Tissue_0_20740.npy │ ├── Tissue_0_20901.npy │ ├── Tissue_0_2091.npy │ ├── Tissue_0_21093.npy │ ├── Tissue_0_21164.npy │ ├── Tissue_0_21240.npy │ ├── Tissue_0_21398.npy │ ├── Tissue_0_21504.npy │ ├── Tissue_0_21546.npy │ ├── Tissue_0_21663.npy │ ├── Tissue_0_2183.npy │ ├── Tissue_0_22081.npy │ ├── Tissue_0_22085.npy │ ├── Tissue_0_22135.npy │ ├── Tissue_0_22355.npy │ ├── Tissue_0_22468.npy │ ├── Tissue_0_22513.npy │ ├── Tissue_0_22534.npy │ ├── Tissue_0_22550.npy │ ├── Tissue_0_22615.npy │ ├── Tissue_0_2285.npy │ ├── Tissue_0_22873.npy │ ├── Tissue_0_22928.npy │ ├── Tissue_0_23157.npy │ ├── Tissue_0_23203.npy │ ├── Tissue_0_23279.npy │ ├── Tissue_0_23295.npy │ ├── Tissue_0_23422.npy │ ├── Tissue_0_23562.npy │ ├── Tissue_0_2737.npy │ ├── Tissue_0_2896.npy │ ├── Tissue_0_2965.npy │ ├── Tissue_0_3072.npy │ ├── Tissue_0_3132.npy │ ├── Tissue_0_3156.npy │ ├── Tissue_0_3214.npy │ ├── Tissue_0_3264.npy │ ├── Tissue_0_3382.npy │ ├── Tissue_0_3487.npy │ ├── Tissue_0_3652.npy │ ├── Tissue_0_3802.npy │ ├── Tissue_0_3864.npy │ ├── Tissue_0_3966.npy │ ├── Tissue_0_4209.npy │ ├── Tissue_0_4414.npy │ ├── Tissue_0_4466.npy │ ├── Tissue_0_4795.npy │ ├── Tissue_0_488.npy │ ├── Tissue_0_4947.npy │ ├── Tissue_0_4996.npy │ ├── Tissue_0_5025.npy │ ├── Tissue_0_5105.npy │ ├── Tissue_0_5182.npy │ ├── Tissue_0_5184.npy │ ├── Tissue_0_5350.npy │ ├── Tissue_0_5512.npy │ ├── Tissue_0_5714.npy │ ├── Tissue_0_5863.npy │ ├── Tissue_0_5916.npy │ ├── Tissue_0_5970.npy │ ├── Tissue_0_6260.npy │ ├── Tissue_0_6261.npy │ ├── Tissue_0_6278.npy │ ├── Tissue_0_6368.npy │ ├── Tissue_0_65.npy │ ├── Tissue_0_653.npy │ ├── Tissue_0_6793.npy │ ├── Tissue_0_6952.npy │ ├── Tissue_0_7195.npy │ ├── Tissue_0_7443.npy │ ├── Tissue_0_7602.npy │ ├── Tissue_0_7610.npy │ ├── Tissue_0_7645.npy │ ├── Tissue_0_77.npy │ ├── Tissue_0_7807.npy │ ├── Tissue_0_8051.npy │ ├── Tissue_0_8072.npy │ ├── Tissue_0_8147.npy │ ├── Tissue_0_8340.npy │ ├── Tissue_0_836.npy │ ├── Tissue_0_8607.npy │ ├── Tissue_0_8697.npy │ ├── Tissue_0_8699.npy │ ├── Tissue_0_8796.npy │ ├── Tissue_0_8870.npy │ ├── Tissue_0_913.npy │ ├── Tissue_0_961.npy │ ├── Tissue_0_9629.npy │ ├── Tissue_0_9702.npy │ ├── Tissue_0_9822.npy │ ├── Tissue_1_1213.npy │ ├── Tissue_1_13054.npy │ ├── Tissue_1_13876.npy │ ├── Tissue_1_14595.npy │ ├── Tissue_1_14914.npy │ ├── Tissue_1_15318.npy │ ├── Tissue_1_15828.npy │ ├── Tissue_1_17215.npy │ ├── Tissue_1_17772.npy │ ├── Tissue_1_18026.npy │ ├── Tissue_1_19496.npy │ ├── Tissue_1_19798.npy │ ├── Tissue_1_1987.npy │ ├── Tissue_1_20308.npy │ ├── Tissue_1_20756.npy │ ├── Tissue_1_21050.npy │ ├── Tissue_1_2323.npy │ ├── Tissue_1_4574.npy │ ├── Tissue_1_483.npy │ ├── Tissue_1_6495.npy │ ├── Tissue_1_7192.npy │ ├── Tissue_1_7418.npy │ ├── Tissue_1_8376.npy │ ├── Tissue_1_8601.npy │ ├── Tissue_1_8790.npy │ ├── Tissue_1_9741.npy │ ├── Tissue_2_12291.npy │ ├── Tissue_2_12512.npy │ ├── Tissue_2_13211.npy │ ├── Tissue_2_14652.npy │ ├── Tissue_2_1538.npy │ ├── Tissue_2_15651.npy │ ├── Tissue_2_17690.npy │ ├── Tissue_2_20081.npy │ ├── Tissue_2_20348.npy │ ├── Tissue_2_20909.npy │ ├── Tissue_2_22554.npy │ ├── Tissue_2_32155.npy │ ├── Tissue_2_4327.npy │ ├── Tissue_2_5861.npy │ ├── Tissue_2_6910.npy │ ├── Tissue_2_9569.npy │ ├── Tissue_2_9599.npy │ ├── Tissue_2_9684.npy │ ├── Tissue_3_10163.npy │ ├── Tissue_3_11736.npy │ ├── Tissue_3_12666.npy │ ├── Tissue_3_12794.npy │ ├── Tissue_3_13262.npy │ ├── Tissue_3_13850.npy │ ├── Tissue_3_1443.npy │ ├── Tissue_3_15028.npy │ ├── Tissue_3_15037.npy │ ├── Tissue_3_1526.npy │ ├── Tissue_3_15283.npy │ ├── Tissue_3_15641.npy │ ├── Tissue_3_1584.npy │ ├── Tissue_3_16139.npy │ ├── Tissue_3_16275.npy │ ├── Tissue_3_16431.npy │ ├── Tissue_3_1673.npy │ ├── Tissue_3_17222.npy │ ├── Tissue_3_17288.npy │ ├── Tissue_3_17682.npy │ ├── Tissue_3_17823.npy │ ├── Tissue_3_18447.npy │ ├── Tissue_3_18679.npy │ ├── Tissue_3_18706.npy │ ├── Tissue_3_1891.npy │ ├── Tissue_3_19517.npy │ ├── Tissue_3_19530.npy │ ├── Tissue_3_19595.npy │ ├── Tissue_3_19725.npy │ ├── Tissue_3_21530.npy │ ├── Tissue_3_21678.npy │ ├── Tissue_3_21791.npy │ ├── Tissue_3_22927.npy │ ├── Tissue_3_23085.npy │ ├── Tissue_3_23161.npy │ ├── Tissue_3_3332.npy │ ├── Tissue_3_42135.npy │ ├── Tissue_3_480.npy │ ├── Tissue_3_492.npy │ ├── Tissue_3_5199.npy │ ├── Tissue_3_5292.npy │ ├── Tissue_3_5334.npy │ ├── Tissue_3_5376.npy │ ├── Tissue_3_5378.npy │ ├── Tissue_3_6005.npy │ ├── Tissue_3_6065.npy │ ├── Tissue_3_6238.npy │ ├── Tissue_3_6310.npy │ ├── Tissue_3_6344.npy │ ├── Tissue_3_6730.npy │ ├── Tissue_3_6861.npy │ ├── Tissue_3_7346.npy │ ├── Tissue_3_7502.npy │ ├── Tissue_3_7831.npy │ ├── Tissue_3_8562.npy │ ├── Tissue_3_9809.npy │ ├── Tissue_4_10991.npy │ ├── Tissue_4_11167.npy │ ├── Tissue_4_11184.npy │ ├── Tissue_4_11425.npy │ ├── Tissue_4_11664.npy │ ├── Tissue_4_11790.npy │ ├── Tissue_4_1208.npy │ ├── Tissue_4_12407.npy │ ├── Tissue_4_13305.npy │ ├── Tissue_4_14365.npy │ ├── Tissue_4_14431.npy │ ├── Tissue_4_14691.npy │ ├── Tissue_4_1501.npy │ ├── Tissue_4_15191.npy │ ├── Tissue_4_15266.npy │ ├── Tissue_4_15269.npy │ ├── Tissue_4_15273.npy │ ├── Tissue_4_15333.npy │ ├── Tissue_4_15662.npy │ ├── Tissue_4_1600.npy │ ├── Tissue_4_16887.npy │ ├── Tissue_4_17707.npy │ ├── Tissue_4_17947.npy │ ├── Tissue_4_18588.npy │ ├── Tissue_4_19067.npy │ ├── Tissue_4_19602.npy │ ├── Tissue_4_20012.npy │ ├── Tissue_4_21513.npy │ ├── Tissue_4_22008.npy │ ├── Tissue_4_22293.npy │ ├── Tissue_4_22427.npy │ ├── Tissue_4_3675.npy │ ├── Tissue_4_3731.npy │ ├── Tissue_4_4221.npy │ ├── Tissue_4_4419.npy │ ├── Tissue_4_44906.npy │ ├── Tissue_4_4744.npy │ ├── Tissue_4_6584.npy │ ├── Tissue_4_6589.npy │ ├── Tissue_4_6739.npy │ ├── Tissue_4_6827.npy │ ├── Tissue_4_6904.npy │ ├── Tissue_4_7830.npy │ ├── Tissue_4_7968.npy │ ├── Tissue_4_8010.npy │ ├── Tissue_4_8585.npy │ ├── Tissue_5_1049.npy │ ├── Tissue_5_10618.npy │ ├── Tissue_5_12264.npy │ ├── Tissue_5_12835.npy │ ├── Tissue_5_12894.npy │ ├── Tissue_5_14246.npy │ ├── Tissue_5_14371.npy │ ├── Tissue_5_14841.npy │ ├── Tissue_5_1639.npy │ ├── Tissue_5_17423.npy │ ├── Tissue_5_19155.npy │ ├── Tissue_5_19755.npy │ ├── Tissue_5_20836.npy │ ├── Tissue_5_21381.npy │ ├── Tissue_5_23079.npy │ ├── Tissue_5_23084.npy │ ├── Tissue_5_23166.npy │ ├── Tissue_5_4184.npy │ ├── Tissue_5_4787.npy │ ├── Tissue_5_5071.npy │ ├── Tissue_5_677.npy │ ├── Tissue_5_7029.npy │ ├── Tissue_5_7723.npy │ ├── Tissue_5_7938.npy │ ├── Tissue_5_8424.npy │ ├── Tissue_5_8628.npy │ ├── Tissue_6_10222.npy │ ├── Tissue_6_10237.npy │ ├── Tissue_6_10372.npy │ ├── Tissue_6_10478.npy │ ├── Tissue_6_10497.npy │ ├── Tissue_6_10944.npy │ ├── Tissue_6_10972.npy │ ├── Tissue_6_1101.npy │ ├── Tissue_6_11356.npy │ ├── Tissue_6_11461.npy │ ├── Tissue_6_11686.npy │ ├── Tissue_6_11775.npy │ ├── Tissue_6_119.npy │ ├── Tissue_6_12285.npy │ ├── Tissue_6_12712.npy │ ├── Tissue_6_12874.npy │ ├── Tissue_6_1291.npy │ ├── Tissue_6_1295.npy │ ├── Tissue_6_13046.npy │ ├── Tissue_6_13250.npy │ ├── Tissue_6_13321.npy │ ├── Tissue_6_1335.npy │ ├── Tissue_6_13369.npy │ ├── Tissue_6_13715.npy │ ├── Tissue_6_14052.npy │ ├── Tissue_6_14469.npy │ ├── Tissue_6_1468.npy │ ├── Tissue_6_15347.npy │ ├── Tissue_6_15468.npy │ ├── Tissue_6_15472.npy │ ├── Tissue_6_15603.npy │ ├── Tissue_6_15999.npy │ ├── Tissue_6_16265.npy │ ├── Tissue_6_16560.npy │ ├── Tissue_6_16636.npy │ ├── Tissue_6_16930.npy │ ├── Tissue_6_16985.npy │ ├── Tissue_6_17098.npy │ ├── Tissue_6_1725.npy │ ├── Tissue_6_17308.npy │ ├── Tissue_6_17357.npy │ ├── Tissue_6_17462.npy │ ├── Tissue_6_17968.npy │ ├── Tissue_6_17979.npy │ ├── Tissue_6_18189.npy │ ├── Tissue_6_1838.npy │ ├── Tissue_6_18661.npy │ ├── Tissue_6_18676.npy │ ├── Tissue_6_18883.npy │ ├── Tissue_6_18893.npy │ ├── Tissue_6_19159.npy │ ├── Tissue_6_19308.npy │ ├── Tissue_6_19401.npy │ ├── Tissue_6_19430.npy │ ├── Tissue_6_1946.npy │ ├── Tissue_6_19776.npy │ ├── Tissue_6_19930.npy │ ├── Tissue_6_19935.npy │ ├── Tissue_6_20138.npy │ ├── Tissue_6_20273.npy │ ├── Tissue_6_20359.npy │ ├── Tissue_6_20534.npy │ ├── Tissue_6_20857.npy │ ├── Tissue_6_20977.npy │ ├── Tissue_6_21009.npy │ ├── Tissue_6_21052.npy │ ├── Tissue_6_21207.npy │ ├── Tissue_6_21295.npy │ ├── Tissue_6_21514.npy │ ├── Tissue_6_21539.npy │ ├── Tissue_6_21851.npy │ ├── Tissue_6_21926.npy │ ├── Tissue_6_21973.npy │ ├── Tissue_6_2203.npy │ ├── Tissue_6_22133.npy │ ├── Tissue_6_22138.npy │ ├── Tissue_6_22348.npy │ ├── Tissue_6_22357.npy │ ├── Tissue_6_22475.npy │ ├── Tissue_6_22642.npy │ ├── Tissue_6_22907.npy │ ├── Tissue_6_2296.npy │ ├── Tissue_6_22988.npy │ ├── Tissue_6_23056.npy │ ├── Tissue_6_23287.npy │ ├── Tissue_6_23485.npy │ ├── Tissue_6_2518.npy │ ├── Tissue_6_2800.npy │ ├── Tissue_6_2841.npy │ ├── Tissue_6_2933.npy │ ├── Tissue_6_2978.npy │ ├── Tissue_6_3307.npy │ ├── Tissue_6_3309.npy │ ├── Tissue_6_3506.npy │ ├── Tissue_6_3536.npy │ ├── Tissue_6_4076.npy │ ├── Tissue_6_4133.npy │ ├── Tissue_6_4359.npy │ ├── Tissue_6_4373.npy │ ├── Tissue_6_4524.npy │ ├── Tissue_6_4591.npy │ ├── Tissue_6_4726.npy │ ├── Tissue_6_4749.npy │ ├── Tissue_6_4882.npy │ ├── Tissue_6_4905.npy │ ├── Tissue_6_5016.npy │ ├── Tissue_6_5115.npy │ ├── Tissue_6_5250.npy │ ├── Tissue_6_5648.npy │ ├── Tissue_6_5723.npy │ ├── Tissue_6_5851.npy │ ├── Tissue_6_5879.npy │ ├── Tissue_6_6110.npy │ ├── Tissue_6_6229.npy │ ├── Tissue_6_6292.npy │ ├── Tissue_6_6439.npy │ ├── Tissue_6_6542.npy │ ├── Tissue_6_6602.npy │ ├── Tissue_6_6749.npy │ ├── Tissue_6_6841.npy │ ├── Tissue_6_7207.npy │ ├── Tissue_6_7236.npy │ ├── Tissue_6_7756.npy │ ├── Tissue_6_8011.npy │ ├── Tissue_6_8196.npy │ ├── Tissue_6_8227.npy │ ├── Tissue_6_8382.npy │ ├── Tissue_6_8700.npy │ ├── Tissue_6_8818.npy │ ├── Tissue_6_8988.npy │ ├── Tissue_6_9130.npy │ ├── Tissue_6_9150.npy │ ├── Tissue_6_922.npy │ ├── Tissue_6_945.npy │ ├── Tissue_6_9465.npy │ ├── Tissue_6_9501.npy │ ├── Tissue_6_9528.npy │ ├── Tissue_6_9640.npy │ ├── Tissue_6_9849.npy │ ├── Tissue_7_1044.npy │ ├── Tissue_7_10916.npy │ ├── Tissue_7_10989.npy │ ├── Tissue_7_111.npy │ ├── Tissue_7_11487.npy │ ├── Tissue_7_11578.npy │ ├── Tissue_7_11828.npy │ ├── Tissue_7_12436.npy │ ├── Tissue_7_12736.npy │ ├── Tissue_7_12790.npy │ ├── Tissue_7_12842.npy │ ├── Tissue_7_13524.npy │ ├── Tissue_7_13934.npy │ ├── Tissue_7_1432.npy │ ├── Tissue_7_14811.npy │ ├── Tissue_7_14913.npy │ ├── Tissue_7_14926.npy │ ├── Tissue_7_14952.npy │ ├── Tissue_7_15198.npy │ ├── Tissue_7_15521.npy │ ├── Tissue_7_15876.npy │ ├── Tissue_7_1603.npy │ ├── Tissue_7_16273.npy │ ├── Tissue_7_16532.npy │ ├── Tissue_7_16716.npy │ ├── Tissue_7_17507.npy │ ├── Tissue_7_17704.npy │ ├── Tissue_7_17779.npy │ ├── Tissue_7_17938.npy │ ├── Tissue_7_18050.npy │ ├── Tissue_7_18300.npy │ ├── Tissue_7_18464.npy │ ├── Tissue_7_1861.npy │ ├── Tissue_7_20002.npy │ ├── Tissue_7_20065.npy │ ├── Tissue_7_2033.npy │ ├── Tissue_7_20552.npy │ ├── Tissue_7_2076.npy │ ├── Tissue_7_20864.npy │ ├── Tissue_7_21117.npy │ ├── Tissue_7_21211.npy │ ├── Tissue_7_21259.npy │ ├── Tissue_7_21986.npy │ ├── Tissue_7_22009.npy │ ├── Tissue_7_22260.npy │ ├── Tissue_7_22369.npy │ ├── Tissue_7_2242.npy │ ├── Tissue_7_2259.npy │ ├── Tissue_7_23231.npy │ ├── Tissue_7_23478.npy │ ├── Tissue_7_2718.npy │ ├── Tissue_7_3229.npy │ ├── Tissue_7_3920.npy │ ├── Tissue_7_4142.npy │ ├── Tissue_7_45543.npy │ ├── Tissue_7_4694.npy │ ├── Tissue_7_4763.npy │ ├── Tissue_7_4809.npy │ ├── Tissue_7_4851.npy │ ├── Tissue_7_5052.npy │ ├── Tissue_7_5664.npy │ ├── Tissue_7_6052.npy │ ├── Tissue_7_6219.npy │ ├── Tissue_7_640.npy │ ├── Tissue_7_6526.npy │ ├── Tissue_7_6702.npy │ ├── Tissue_7_7044.npy │ ├── Tissue_7_7065.npy │ ├── Tissue_7_7235.npy │ ├── Tissue_7_7722.npy │ ├── Tissue_7_7859.npy │ ├── Tissue_7_7914.npy │ ├── Tissue_7_7993.npy │ ├── Tissue_7_8054.npy │ ├── Tissue_7_8107.npy │ ├── Tissue_7_8200.npy │ ├── Tissue_7_904.npy │ ├── Tissue_7_9210.npy │ ├── Tissue_7_9691.npy │ └── Tissue_7_9759.npy ├── codecov.yml ├── configs ├── test_algorithms.json ├── test_datasets.json ├── test_models.json ├── test_modules.json ├── test_results.json └── test_scalability.json ├── docs ├── Makefile ├── imgs │ ├── class_stats_0.png │ ├── class_stats_1.png │ ├── class_stats_2.png │ ├── class_stats_3.png │ ├── class_stats_4.png │ ├── communication.png │ ├── connection.png │ ├── fedavg_steps.png │ ├── phase1.png │ ├── sample_stats_0.png │ ├── sample_stats_1.png │ ├── sample_stats_2.png │ ├── sample_stats_3.png │ ├── sample_stats_4.png │ ├── tested.png │ ├── timeout.png │ ├── verification_1.png │ ├── verification_2.png │ └── verification_steps.png ├── make.bat ├── requirements.txt └── source │ ├── _autoapi_temp │ └── python │ │ └── module.rst │ ├── conf.py │ ├── contribution.rst │ ├── index.rst │ ├── installation.rst │ ├── overview.rst │ ├── refer.bib │ ├── reference.rst │ └── tutorials │ ├── algorithm.rst │ ├── code_carbon.rst │ ├── data_distribution.rst │ ├── dataset.rst │ ├── encryption.rst │ ├── models.rst │ ├── running.rst │ └── tutorial.rst ├── federa ├── __init__.py ├── client │ ├── __init__.py │ ├── src │ │ ├── ClientConnection_pb2.py │ │ ├── ClientConnection_pb2_grpc.py │ │ ├── __init__.py │ │ ├── client.py │ │ ├── client_lib.py │ │ ├── data_utils.py │ │ ├── get_data.py │ │ ├── net.py │ │ └── net_lib.py │ └── start_client.py ├── server │ ├── __init__.py │ ├── src │ │ ├── ClientConnection_pb2.py │ │ ├── ClientConnection_pb2_grpc.py │ │ ├── __init__.py │ │ ├── algorithms │ │ │ ├── fedadagrad.py │ │ │ ├── fedadam.py │ │ │ ├── fedavg.py │ │ │ ├── fedavgm.py │ │ │ ├── feddyn.py │ │ │ ├── fedyogi.py │ │ │ ├── mime.py │ │ │ ├── mimelite.py │ │ │ └── scaffold.py │ │ ├── client_connection_servicer.py │ │ ├── client_manager.py │ │ ├── client_wrapper.py │ │ ├── distribution.py │ │ ├── server.py │ │ ├── server_evaluate │ │ │ ├── __init__.py │ │ │ └── eval_lib.py │ │ ├── server_lib.py │ │ └── verification.py │ └── start_server.py └── tests │ ├── __init__.py │ ├── minitest.json │ ├── minitest.py │ └── misc.py ├── media ├── accuracy │ ├── Accuracy.png │ ├── Al_0.png │ ├── Al_1.png │ ├── Al_3.png │ ├── Al_4.png │ ├── niid_1.png │ ├── niid_2.png │ ├── niid_3.png │ └── niid_4.png ├── data_distribution │ ├── class_stats_0.png │ ├── class_stats_1.png │ ├── class_stats_2.png │ ├── class_stats_3.png │ ├── class_stats_4.png │ ├── sample_stats_0.png │ ├── sample_stats_1.png │ ├── sample_stats_2.png │ ├── sample_stats_3.png │ └── sample_stats_4.png └── license.svg ├── requirements.txt ├── server_custom_dataset └── CUSTOM │ └── test │ ├── Breast_1_131.npy │ ├── Breast_1_178.npy │ ├── Breast_1_38.npy │ ├── Breast_1_46.npy │ ├── Breast_1_56.npy │ ├── Breast_1_57.npy │ ├── Breast_1_58.npy │ ├── Chestxray_0_10192.npy │ ├── Chestxray_0_2599.npy │ ├── Chestxray_0_27.npy │ ├── Chestxray_10_2647.npy │ ├── Chestxray_10_7361.npy │ ├── Chestxray_11_6369.npy │ ├── Chestxray_12_3194.npy │ ├── Chestxray_12_6281.npy │ ├── Chestxray_1_1545.npy │ ├── Chestxray_2_10770.npy │ ├── Chestxray_2_1294.npy │ ├── Chestxray_2_2942.npy │ ├── Chestxray_3_4808.npy │ ├── Chestxray_3_563.npy │ ├── Chestxray_3_8533.npy │ ├── Chestxray_3_9185.npy │ ├── Chestxray_3_9271.npy │ ├── Chestxray_3_9492.npy │ ├── Chestxray_5_10699.npy │ ├── Chestxray_5_3477.npy │ ├── Chestxray_5_756.npy │ ├── Chestxray_5_7941.npy │ ├── Chestxray_5_8493.npy │ ├── Chestxray_6_7326.npy │ ├── Chestxray_7_10995.npy │ ├── Chestxray_7_8642.npy │ ├── Chestxray_7_9211.npy │ ├── Chestxray_8_2448.npy │ ├── Chestxray_9_1970.npy │ ├── Oct_0_10252.npy │ ├── Oct_0_10370.npy │ ├── Oct_0_1901.npy │ ├── Oct_0_2534.npy │ ├── Oct_0_4375.npy │ ├── Oct_0_521.npy │ ├── Oct_0_5368.npy │ ├── Oct_0_7082.npy │ ├── Oct_0_72818.npy │ ├── Oct_0_7570.npy │ ├── Oct_0_9852.npy │ ├── Oct_1_757.npy │ ├── Oct_2_26531.npy │ ├── Oct_2_3752.npy │ ├── Oct_2_8134.npy │ ├── Oct_2_8207.npy │ ├── Oct_2_9648.npy │ ├── Oct_3_1567.npy │ ├── Oct_3_1669.npy │ ├── Oct_3_2292.npy │ ├── Oct_3_2794.npy │ ├── Oct_3_4851.npy │ ├── Oct_3_4912.npy │ ├── Oct_3_5127.npy │ ├── Oct_3_5626.npy │ ├── Oct_3_5777.npy │ ├── Oct_3_6087.npy │ ├── Oct_3_6417.npy │ ├── Oct_3_9802.npy │ ├── Tissue_0_10673.npy │ ├── Tissue_0_12024.npy │ ├── Tissue_0_12038.npy │ ├── Tissue_0_14742.npy │ ├── Tissue_0_1487.npy │ ├── Tissue_0_17483.npy │ ├── Tissue_0_18694.npy │ ├── Tissue_0_20122.npy │ ├── Tissue_0_2373.npy │ ├── Tissue_0_3171.npy │ ├── Tissue_0_411.npy │ ├── Tissue_0_4904.npy │ ├── Tissue_0_6028.npy │ ├── Tissue_0_7434.npy │ ├── Tissue_0_8139.npy │ ├── Tissue_0_8962.npy │ ├── Tissue_0_9511.npy │ ├── Tissue_0_9949.npy │ ├── Tissue_3_8272.npy │ ├── Tissue_3_9593.npy │ ├── Tissue_4_10949.npy │ ├── Tissue_4_16558.npy │ ├── Tissue_4_17314.npy │ ├── Tissue_4_18139.npy │ ├── Tissue_4_2355.npy │ ├── Tissue_5_17494.npy │ ├── Tissue_5_22443.npy │ ├── Tissue_6_11839.npy │ ├── Tissue_6_12194.npy │ ├── Tissue_6_13317.npy │ ├── Tissue_6_14084.npy │ ├── Tissue_6_15019.npy │ ├── Tissue_6_15092.npy │ ├── Tissue_6_15204.npy │ ├── Tissue_6_17363.npy │ ├── Tissue_6_19355.npy │ ├── Tissue_6_19528.npy │ ├── Tissue_6_21927.npy │ ├── Tissue_6_37014.npy │ ├── Tissue_7_14747.npy │ ├── Tissue_7_14849.npy │ ├── Tissue_7_18085.npy │ ├── Tissue_7_18646.npy │ ├── Tissue_7_21396.npy │ ├── Tissue_7_21427.npy │ ├── Tissue_7_2508.npy │ ├── Tissue_7_2884.npy │ ├── Tissue_7_7116.npy │ └── Tissue_7_7248.npy ├── ssl ├── README.md ├── ca-config.json ├── ca-csr.json ├── client-csr.json └── server-csr.json ├── test ├── __init__.py ├── benchtest │ ├── __init__.py │ ├── test_results.py │ └── test_scalability.py ├── misc.py └── unittest │ ├── __init__.py │ ├── test_algorithms.py │ ├── test_datasets.py │ ├── test_models.py │ └── test_modules.py └── tutorials ├── Code_Carbon_Tutorial.ipynb ├── Federated_Algorithm_Tutorial.ipynb ├── Number_of_clients_Tutorial.ipynb ├── Verifcation_module_tutorial.ipynb ├── accuracy_plot.py ├── data_distribution.ipynb └── media_plot.ipynb /.bandit: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anupamkliv/FedERA/HEAD/.bandit -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anupamkliv/FedERA/HEAD/.coveragerc -------------------------------------------------------------------------------- /.github/workflows/publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anupamkliv/FedERA/HEAD/.github/workflows/publish.yml 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