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1. embedding_MentalHealthPosts embedding_MentalHealthPosts Public

   A transformer-based NLP approach for embedding mental health posts from cancer patients and their caregivers

   Jupyter Notebook 1

2. imdb-nlp-sentiment imdb-nlp-sentiment Public

   Fine-tuning a pre-trained transformer model on IMDB reviews dataset for sentiment analysis

   Jupyter Notebook

3. anomaly-detection anomaly-detection Public

   Comparison of various anomaly detection algorithms using scikit-learn and visualization through Plotly Dash

   Python

4. flow-vae flow-vae Public

   A variational autoencoder (VAE) based feature extraction of flow through an active collapsible tube

   Python

5. grid_navigation_RL grid_navigation_RL Public

   A set of simple reinforcement learning examples of navigating a 1D, 2D and 3D grid using Stable-Baselines3

   Jupyter Notebook

6. mnist-diffusion mnist-diffusion Public

   A PyTorch implementation of diffusion model on MNIST dataset

   Python 1