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EMNIST-Overfitting-Mitigation
EMNIST-Overfitting-Mitigation PublicAn in-depth study on mitigating overfitting in neural networks using regularization techniques such as Dropout, L1/L2 penalties, and label smoothing. This repository contains experiments performed …
Jupyter Notebook 3
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MLPractical-DeepNetworkArchitectures
MLPractical-DeepNetworkArchitectures PublicThe VGG38 model extends the traditional VGG architecture by increasing depth to 38 layers and incorporating Batch Normalization and Residual Learning for enhanced performance
Python 2
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Language_Modelling
Language_Modelling PublicImplementation for ANLP 2024 Assignment 1: building a trigram character-level language model for language detection. Tasks include preprocessing text, generating random sequences, computing perple…
Python 2
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Text-Based-Slot-Labeling-System
Text-Based-Slot-Labeling-System PublicThis project focuses on improving a slot labeling model, a key component of task-oriented dialogue systems like virtual assistants. The project analyzes baseline models, such as logistic regression…
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CV_Segmentation_Mask_Modelling
CV_Segmentation_Mask_Modelling Publicthe highest grade
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