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1. BERT-for-Sentiment-Analysis BERT-for-Sentiment-Analysis Public

   This project implements a sentiment analysis system using BERT (Bidirectional Encoder Representations from Transformers) from scratch in PyTorch. The model is trained to classify text data based on…

   Python

2. Sortify Sortify Public

   Sortify is an AI-powered tool that helps you summarize, categorize, and organize your PDF and text files into folders using LLMs.

   Python

3. VAE-for-Anomaly-Detection VAE-for-Anomaly-Detection Public

   Implementation of a Variational Autoencoder (VAE) from scratch to learn compressed representations of the MNIST handwritten digit dataset. It reconstructs input images and detects anomalies by meas…

   Python

4. Attention_Based_ResNet Attention_Based_ResNet Public

   Implementation of a ResNet architecture, a convolutional neural network integrated with attention mechanisms, for image classification tasks.

   Python

5. Neural-Machine-Translation Neural-Machine-Translation Public

   Implementation of an encoder-decoder stack of a Transformer from scratch in PyTorch, trained for a neural machine translation task using a Hugging Face dataset.

   Python

6. Neuronix Neuronix Public

   Neuronix is a singular-value neural network framework implemented in Java that can be used for creating Multi-Layer Perceptrons (also known as Feedforward Networks).

   Java 1