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  • University of Tehran
  • Iran/Tehran

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  1. House-price-analysis-and-prediction-LA-2024 House-price-analysis-and-prediction-LA-2024 Public

    Predicting House Prices in Los Angeles A Data Science Project Using- Zillow Data

    Jupyter Notebook 3 1

  2. Image-Generative-Models Image-Generative-Models Public

    This repository contains Implementation of VAE, GAN, C-GAN, DDPM, and C-DDPM from scratch using PyTorch on the Fashion-MNIST dataset.

    Jupyter Notebook

  3. Image-Segmentation-and-Object-Detection Image-Segmentation-and-Object-Detection Public

    This repository contains implementations for image segmentation and object detection using deep learning. It implements Segmention using VGG-UNet model and employs Faster R-CNN with a ResNet50-FPN …

    Jupyter Notebook

  4. LSTM-Based-Neural-Networks LSTM-Based-Neural-Networks Public

    This repository implements Long Short-Term Memory (LSTM) networks. It contains implementations of CNN-LSTM for Spam Detection and LSTM, GRU, Bidirectional LSTM and ARIMA for Oil Price Forecasting.

  5. Tramsformers-and-ViT Tramsformers-and-ViT Public

    This repo implements Transformer-based models. It uses a robust transformer-based model to capture long term memories in a regression task and Vision Transformers for blood cell classification.

    Jupyter Notebook

  6. VAE-GAN VAE-GAN Public

    This repository tackles object segmentation and detection using deep learning. It implements Tri-VAE for MRI Tumor Detection and Adversarial Attack Generation with AdvGAN on ResNet-20.

    Jupyter Notebook