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muhammad-luay's Projects

imdb-rnn-modelling icon imdb-rnn-modelling

A deep dive into NLP and sentiment analysis using TensorFlow. Featuring models like RNN, BiLSTM, and Conv1D on the IMDB movie reviews dataset.

modelexploratorytoolkit icon modelexploratorytoolkit

Empowering ML practitioners to break free from the usual suspects and explore a diverse range of algorithms tailored to their unique datasets.

personalised-fashion-recommendation icon personalised-fashion-recommendation

This repository contains the codebase for a fashion recommendation system for H&M products. By leveraging the power of deep learning and the ResNet50 architecture, it provides personalized fashion item suggestions based on an input image.

supervised-vs-unsupervised-learning icon supervised-vs-unsupervised-learning

Dive deep into FIFA 23's vast player dataset, exploring both supervised and unsupervised learning techniques. Discover patterns with PCA, t-SNE, UMAP and NMF, and experience the power of SVM's impressive 94% accuracy. Ideal for ML enthusiasts keen to see theory in action!

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