├── Building from Scratch ├── README.md ├── Sentiment_analysis_in_numpy.ipynb └── weight_initialization │ ├── Effect of init of weights.ipynb │ ├── README.md │ ├── imgs │ ├── 0_init.jpg │ ├── README.md │ ├── large_init.jpg │ ├── small_init.jpg │ ├── xa_1.jpg │ ├── xa_2.jpg │ ├── xa_3.jpg │ └── xa_4.jpg │ └── train.py ├── Computer-Vision ├── Landmark │ ├── Landmark.ipynb │ ├── README.md │ └── sample │ │ ├── README.md │ │ └── images.jpg └── Loading-Custom-Dataset │ ├── README.md │ ├── dataset_class.png │ ├── folder_structure.png │ ├── loading_custom_dataset_images.ipynb │ └── parrots.png ├── NLP ├── Custom Dataset │ ├── README.md │ └── loading custom dataset (text).ipynb ├── Quadratic_Solver_Transformer │ ├── Engine.py │ ├── README.md │ ├── Readme │ ├── attention_maps.ipynb │ ├── checkpoints │ │ └── README.md │ ├── data_layer.py │ ├── evaluate.py │ ├── main.py │ ├── model.py │ ├── model_config.json │ ├── network.txt │ ├── requirements.txt │ ├── test.txt │ ├── train.py │ ├── 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