├── Images ├── amazon_logo.jpg ├── packt_logo.jpeg ├── googleplay_logo.png ├── googlebooks_logo.png ├── Oreilly_safari_logo.png └── hands-on meta learning sudharsan.png ├── 06. MAML and it's Variants └── Images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ └── 4.png ├── 05. Memory Augmented Networks └── Images │ └── 1.png ├── 07. Meta-SGD and Reptile Algorithms └── Images │ └── 1.png ├── 03. Prototypical Networks and its Variants ├── Images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ └── 6.png └── data │ └── images │ └── Ge_ez │ ├── character01 │ ├── 1089_01.png │ ├── 1089_02.png │ ├── 1089_03.png │ ├── 1089_04.png │ ├── 1089_05.png │ ├── 1089_06.png │ ├── 1089_07.png │ ├── 1089_08.png │ ├── 1089_09.png │ ├── 1089_10.png │ ├── 1089_11.png │ ├── 1089_12.png │ ├── 1089_13.png │ ├── 1089_14.png │ ├── 1089_15.png │ ├── 1089_16.png │ ├── 1089_17.png │ ├── 1089_18.png │ ├── 1089_19.png │ └── 1089_20.png │ ├── character02 │ ├── 1090_01.png │ ├── 1090_02.png │ ├── 1090_03.png │ ├── 1090_04.png │ ├── 1090_05.png │ ├── 1090_06.png │ ├── 1090_07.png │ ├── 1090_08.png │ ├── 1090_09.png │ ├── 1090_10.png │ ├── 1090_11.png │ ├── 1090_12.png │ ├── 1090_13.png │ ├── 1090_14.png │ ├── 1090_15.png │ ├── 1090_16.png │ ├── 1090_17.png │ ├── 1090_18.png │ ├── 1090_19.png │ └── 1090_20.png │ ├── character03 │ ├── 1091_01.png │ ├── 1091_02.png │ ├── 1091_03.png │ ├── 1091_04.png │ ├── 1091_05.png │ ├── 1091_06.png │ ├── 1091_07.png │ ├── 1091_08.png │ ├── 1091_09.png │ ├── 1091_10.png │ ├── 1091_11.png │ ├── 1091_12.png │ ├── 1091_13.png │ ├── 1091_14.png │ ├── 1091_15.png │ ├── 1091_16.png │ ├── 1091_17.png │ ├── 1091_18.png │ ├── 1091_19.png │ └── 1091_20.png │ ├── character04 │ ├── 1092_01.png │ ├── 1092_02.png │ ├── 1092_03.png │ ├── 1092_04.png │ ├── 1092_05.png │ ├── 1092_06.png │ ├── 1092_07.png │ ├── 1092_08.png │ ├── 1092_09.png │ ├── 1092_10.png │ ├── 1092_11.png │ ├── 1092_12.png │ ├── 1092_13.png │ ├── 1092_14.png │ ├── 1092_15.png │ ├── 1092_16.png │ ├── 1092_17.png │ ├── 1092_18.png │ ├── 1092_19.png │ └── 1092_20.png │ ├── character05 │ ├── 1093_01.png │ ├── 1093_02.png │ ├── 1093_03.png │ ├── 1093_04.png │ ├── 1093_05.png │ ├── 1093_06.png │ ├── 1093_07.png │ ├── 1093_08.png │ ├── 1093_09.png │ ├── 1093_10.png │ ├── 1093_11.png │ ├── 1093_12.png │ ├── 1093_13.png │ ├── 1093_14.png │ ├── 1093_15.png │ ├── 1093_16.png │ ├── 1093_17.png │ ├── 1093_18.png │ ├── 1093_19.png │ └── 1093_20.png │ ├── character06 │ ├── 1094_01.png │ ├── 1094_02.png │ ├── 1094_03.png │ ├── 1094_04.png │ ├── 1094_05.png │ ├── 1094_06.png │ ├── 1094_07.png │ ├── 1094_08.png │ ├── 1094_09.png │ ├── 1094_10.png │ ├── 1094_11.png │ ├── 1094_12.png │ ├── 1094_13.png │ ├── 1094_14.png │ ├── 1094_15.png │ ├── 1094_16.png │ ├── 1094_17.png │ ├── 1094_18.png │ ├── 1094_19.png │ └── 1094_20.png │ ├── character07 │ ├── 1095_01.png │ ├── 1095_02.png │ ├── 1095_03.png │ ├── 1095_04.png │ ├── 1095_05.png │ ├── 1095_06.png │ ├── 1095_07.png │ ├── 1095_08.png │ ├── 1095_09.png │ ├── 1095_10.png │ ├── 1095_11.png │ ├── 1095_12.png │ ├── 1095_13.png │ ├── 1095_14.png │ ├── 1095_15.png │ ├── 1095_16.png │ ├── 1095_17.png │ ├── 1095_18.png │ ├── 1095_19.png │ └── 1095_20.png │ └── character08 │ ├── 1096_01.png │ ├── 1096_02.png │ ├── 1096_03.png │ ├── 1096_04.png │ ├── 1096_05.png │ ├── 1096_06.png │ ├── 1096_07.png │ ├── 1096_08.png │ ├── 1096_09.png │ ├── 1096_10.png │ ├── 1096_11.png │ ├── 1096_12.png │ ├── 1096_13.png │ ├── 1096_14.png │ ├── 1096_15.png │ ├── 1096_16.png │ ├── 1096_17.png │ ├── 1096_18.png │ ├── 1096_19.png │ └── 1096_20.png ├── 04. Relation and Matching Networks Using Tensorflow └── Images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ └── 5.png └── 02. Face and Audio Recognition using Siamese Networks ├── Images ├── 1.png ├── 2.png ├── 3.png ├── 4.png └── 5.png └── data ├── audio └── Cats │ ├── cat_1.wav │ ├── cat_2.wav │ ├── cat_3.wav │ ├── cat_4.wav │ ├── cat_5.wav │ ├── cat_6.wav │ ├── cat_7.wav │ ├── cat_8.wav │ ├── cat_9.wav │ ├── cat_10.wav │ ├── cat_11.wav │ ├── cat_12.wav │ ├── cat_13.wav │ └── cat_14.wav └── orl_faces ├── s1 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s10 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s11 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s12 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s13 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s14 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s15 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s16 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s17 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s18 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s19 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s2 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s20 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s21 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s22 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s23 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s24 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s25 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s26 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s27 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s28 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s29 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s3 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s30 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s31 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s32 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s33 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s34 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s35 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s36 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s37 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s38 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s39 ├── 1.pgm ├── 10.pgm ├── 2.pgm ├── 3.pgm ├── 4.pgm ├── 5.pgm ├── 6.pgm ├── 7.pgm ├── 8.pgm └── 9.pgm ├── s4 ├── 1.pgm ├── 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