Pinned Loading

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