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1. Ansomnia Ansomnia Public

   Ansomnia is a project that I have created to detect events, mainly anomalies, in the sleep patterns of an individual. The data for this project is gathered from a wearable watch of the individual, …

   Python

2. Fake-News-Detection-Bert Fake-News-Detection-Bert Public

   In this project, I used the "fake-news-detection-dataset-english" dataset to classify fake news. By using a pretrained Bert-based model.

   Jupyter Notebook

3. GalaxyClassification-PyTorch GalaxyClassification-PyTorch Public

   In this project, I worked on the galaxy classification task, where my main goal was to explore PyTorch. Throughout this project, I used PyTorch to create and deploy a Multi-Layer Perceptron (MLP) m…

   Jupyter Notebook

4. Image-captioning-project Image-captioning-project Public

   n this project, I implemented a deep neural network to caption Flickr images. The model utilizes BERT LLM (Bidirectional Encoder Representations from Transformers Language Model) for embedding

   Jupyter Notebook

5. NeuralNetwork-FromScratch NeuralNetwork-FromScratch Public

   In this project, I also implemented a neural network from scratch using only numpy. The purpose of this implementation was to gain a better understanding of neural networks and how gradients flow f…

   Jupyter Notebook

6. Persian-Wikipedia-Analysis-Spark Persian-Wikipedia-Analysis-Spark Public

   In a little side project that I did, I dug deep into the Persian Wikipedia using the awesome Spark framework. My main goal was to explore RDD (Resilient Distributed Datasets) and Spark Dataframe in…

   Jupyter Notebook