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House-price-analysis-and-prediction-LA-2024
House-price-analysis-and-prediction-LA-2024 PublicPredicting House Prices in Los Angeles A Data Science Project Using- Zillow Data
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Image-Generative-Models
Image-Generative-Models PublicThis repository contains Implementation of VAE, GAN, C-GAN, DDPM, and C-DDPM from scratch using PyTorch on the Fashion-MNIST dataset.
Jupyter Notebook
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Image-Segmentation-and-Object-Detection
Image-Segmentation-and-Object-Detection PublicThis 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
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LSTM-Based-Neural-Networks
LSTM-Based-Neural-Networks PublicThis 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.
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Tramsformers-and-ViT
Tramsformers-and-ViT PublicThis 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
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VAE-GAN
VAE-GAN PublicThis 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
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