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1. Transformer-Multi-Language-Translator Transformer-Multi-Language-Translator Public

   A multi-langauge translator that utilizes the transformer neural network model from the paper titled Attention is all you need.

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2. Image-Super-Resolution-Enhancer-via-ESRGAN Image-Super-Resolution-Enhancer-via-ESRGAN Public

   The utilities developed in this tool are based off of the ESRGAN Paper:This tool enhance image resolution quality using deep convolutional neural networks. The idea is two train two neural networks…

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3. Conditional-WGAN-GP Conditional-WGAN-GP Public

   Implementation of a Wasserstein Generative Adversarial Network with Gradient Penalty to enforce lipchitz constraint. The WGAN utilizes the wasserstein loss or critic as its loss function instead of…

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4. Stock-Prediction-Model_pytorch Stock-Prediction-Model_pytorch Public

   An GRU (Gated Recurrent Unit) model that can predict stops to an extremely well accuracies. Relies on Memory retention ability of LSTM/GRU models.

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5. Handwritten-Number-Generator Handwritten-Number-Generator Public

   A handwritten number generating program using Generative Adversarial Networks. Specifically a conditional variation of the DCGAN I developed to condition specific number generation and splicing ima…

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6. AI-Chatbot AI-Chatbot Public

   A Chatbot developed using Gated-Recurrent-Units(GRUs) in Pytorch.

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