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  1. DDPM-PyTorch-Implementation DDPM-PyTorch-Implementation Public

    Implementation of a DDPM class using PyTorch on the MNIST dataset to minimize the loss function and generate MNIST images.

    Jupyter Notebook

  2. Human-Activity-Recognition Human-Activity-Recognition Public

    Human Activity Recognition (HAR) using deep learning techniques, specifically MLP and 1D CNN, to classify six activities based on smartphone accelerometer time series data.

    Jupyter Notebook

  3. Sentiment-Analysis Sentiment-Analysis Public

    Implementation and report of a sentiment analysis project comparing RNNs and Transformer models on the Yelp Polarity dataset, utilizing a BERT-based tokenizer for pre-processing.

    Jupyter Notebook

  4. SimCLR-PyTorch-Implementation SimCLR-PyTorch-Implementation Public

    Implementation of SimCLR for self-supervised learning of visual representations using the STL-10 dataset in PyTorch.

    Jupyter Notebook

  5. AI-Course AI-Course Public

    Artificial Intelligence course homework and projects.

    Jupyter Notebook

  6. Database-Course Database-Course Public

    Database course homework and projects.

    PLpgSQL