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1. hybrid-quantum-classical-gan-research hybrid-quantum-classical-gan-research Public

   A research-grade repository for Hybrid Quantum-Classical Generative Adversarial Networks (HQCGANs), comparing classical GAN baselines with noisy quantum-circuit latent priors using binary MNIST. In…

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2. sp-daaa-dele-ca1-movie-review-sentiment-analysis sp-daaa-dele-ca1-movie-review-sentiment-analysis Public

   Movie review sentiment classification and rating prediction using RNN architectures (SimpleRNN, LSTM, GRU). Includes preprocessing (tokenisation, stopword removal, lemmatisation), hyperparameter tu…

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3. sp-daaa-dele-ca1-vegetable-cnn-classification sp-daaa-dele-ca1-vegetable-cnn-classification Public

   Convolutional Neural Network for multi-class image classification, achieving 88% validation accuracy. Includes preprocessing, data augmentation, model training with callbacks, and performance evalu…

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4. sp-daaa-dele-ca2-emnist-generative-adversarial-network sp-daaa-dele-ca2-emnist-generative-adversarial-network Public

   Generative Adversarial Network (GAN) implementation for synthesising handwritten digits from the MNIST dataset. Includes full training pipeline, visualisation of generated samples, and evaluation u…

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5. sp-daaa-doaa-ca1-housing-price-ml-application sp-daaa-doaa-ca1-housing-price-ml-application Public

   EstateScope AI is a Flask-based multimodal housing valuation platform built for Singapore Polytechnic ST1516 CA1, combining tabular property features, NLP listing descriptions, image-based CNN sign…

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6. sp-daaa-doaa-ca2-vegetable-classification-application sp-daaa-doaa-ca2-vegetable-classification-application Public

   VeggieAI MLOps Platform: a Flask-based vegetable image classification app with model serving, authentication, prediction history, CI/CD, pytest, security checks, Docker, and MLOps documentation.

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