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1. VisuTale VisuTale Public

   Tailored visual story, complete with individualized details like names, character descriptions, and personal images.

   Python

2. Multi-task-learning-on-MNIST-fashion-data Multi-task-learning-on-MNIST-fashion-data Public

   Building a MTL network with hard parameter sharing. I explore the FASHION MNIST dataset and code up my own MTL model, and consider the pros and cons of MTL compared to single task learning.

   Jupyter Notebook

3. Mining-Opinion-Features-in-Customer-Reviews Mining-Opinion-Features-in-Customer-Reviews Public

   The task is Opinion Mining; it is closely related to sentiment analysis and involves using techniques related to information extraction

   Jupyter Notebook

4. Spam-Classifier Spam-Classifier Public

   Given a set of testing data, with a bag of words encoding on each email message. We end up with a matrix of messages and their features, as binary encoded values. That is, for each email message, a…

   Jupyter Notebook

5. Decision-Tree Decision-Tree Public

   Building Decision tree from scratch using Pandas data structure. I used Information gain for measuring purity in group of observations.

   Jupyter Notebook

6. Genetic-Algorithms Genetic-Algorithms Public

   Solve Eight queens state puzzle using genetic algorithms. then enhance the basic implementation and optimise it to handle N queen. Results are recorded in the attached report

   Jupyter Notebook