├── .DS_Store ├── CNN ├── Age_Gender_pipeline.ipynb ├── AlexNet.ipynb ├── InceptionResnet_v2.ipynb ├── LeNet_5.ipynb ├── Pipeline_Image_Retrieval.ipynb ├── VGG.ipynb └── arcface.ipynb ├── ML_from_scratch ├── .DS_Store ├── KNN │ └── KNN.ipynb ├── LinearRegression │ └── LinearRegression.ipynb └── LogisticRegression │ ├── LogisticRegression.ipynb │ └── Logistic_Regression_GD.pdf ├── Model ├── ViT.ipynb ├── ViT_patch_4x2.ipynb └── context-cluster.ipynb ├── NLP ├── .DS_Store ├── text_classification │ └── LSTM.ipynb ├── text_processing │ └── TextProcessing.ipynb ├── word_embedding │ └── Word_embedding_word2vec.ipynb └── word_tokenization │ ├── BPE_Dropout.ipynb │ └── Byte_Pair_Encoding.ipynb ├── README.md ├── basic_pytorch ├── Autograd.ipynb ├── Backpropagation.ipynb ├── Gradient_Descent_using_autograd.ipynb ├── Linear_Regression.ipynb ├── Logistic_regression.ipynb ├── Tensor_Pytorch.ipynb ├── custom_dataset_dataloader_transform_imgaug.ipynb ├── feedforward_neural_network.ipynb └── 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