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  1. AI-agent-taxis-owner AI-agent-taxis-owner Public

    Build an AI-agent model that takes the role of the owner of a taxi business. The goal is to deliver the passengers to their destinations in the shortest time possible.

    Python

  2. Cifar10-50000-params Cifar10-50000-params Public

    Build a CNN with less than 50,000 parameters to achieve more than 80% accuracy on Cifar10 dataset

    Python

  3. Colored-MNIST Colored-MNIST Public

    Build VAE and Cycle Gan on colored-MNIST data

    Python

  4. Sepsis Sepsis Public

    Analysis and Prediction on Sepsis-Label Data

    Jupyter Notebook

  5. Translate-German-to-English Translate-German-to-English Public

    Final project in NLP course, fine-tuning on T5-base and handling with hints in the test set.

    Jupyter Notebook

  6. GNN-Academic-Citation-Networks GNN-Academic-Citation-Networks Public

    Data Analysis and Prediction on Academic Citation Networks By various GNN models

    Python