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research-agent Public
A hybrid Research Assistant that combines an exact Knowledge Graph (Neo4j) with a Retrieval‑Augmented Generation pipeline (FAISS + Cross‑Encoder + FLAN‑T5) behind a sleek Streamlit interface.
Jupyter Notebook MIT License UpdatedJun 21, 2025 -
chest-xray-segmentation Public
A segmentation project that leverages a Swin Transformer-based model to perform chest X-ray segmentation. This repository includes model training and evaluation code, a Streamlit web application fo…
Jupyter Notebook MIT License UpdatedFeb 10, 2025 -
my-gnn-vae Public
This project implements a Personalized Recommendation System using Graph Neural Networks with Variational Autoencoders (GNN-VAEs). The system models user-item interactions as a bipartite graph and …
docker kubernetes machine-learning deep-learning ci-cd unsupervised-learning variational-autoencodersJupyter Notebook MIT License UpdatedJan 12, 2025 -
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mushroom-classifier-ml Public
This is an end-to-end machine learning pipeline for identifying whether a mushroom is **edible** or **poisonous** based on its physical characteristics. Using a diverse dataset and state-of-the-art…
Jupyter Notebook MIT License UpdatedDec 28, 2024 -
news-scraping-summarization Public
This project showcases a real-time pipeline for scraping news articles from websites and summarizing their content using the FLAN-T5-XL model. It integrates modern tools like Selenium for dynamic w…
Jupyter Notebook Apache License 2.0 UpdatedDec 25, 2024 -
sales-data-qa Public
This project demonstrates a retrieval-augmented question-answering (QA) system for sales data stored in Excel files. The system combines ChromaDB for efficient document retrieval, HuggingFace embed…
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atrial-fibrillation-smolk Public
AtrialFibrillation-Classification-SMoLK is a deep learning project designed to classify arrhythmias, specifically focusing on atrial fibrillation (Afib), using the MIT-BIH Arrhythmia Database. The …
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cardio-mat-pro Public
This project processes ECG (Electrocardiography) data from the dataset. It preprocesses metadata, reads ECG records, and saves them into `.mat` files categorized by diagnostic classes.
Python MIT License UpdatedOct 22, 2024 -
This project aims to classify road signs into 9 different categories, such as speed limit signs (20, 30, 50, etc.) and stop signs. The model used is ConvNeXt v2 Tiny, a modern deep learning model f…
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This project aims to address the lack of EEG signals for ALS (Amyotrophic Lateral Sclerosis) patients. ALS is a progressive neurodegenerative disease. A Wasserstein GAN (WGAN) model has been employ…
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vit-eurosat-classification Public
This repository contains the implementation of a Vision Transformer (ViT) model for classifying satellite images in the EuroSAT dataset. The project demonstrates the power of transformer-based mode…
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gradio-chatbot Public
A simple chatbot using Gradio and Hugging Face's DialoGPT.
Python MIT License UpdatedAug 28, 2024 -
davit-classification Public
This repository contains the code and resources for training a Vision Transformer-based model, specifically DaViT, on the Caltech-101 dataset.
Jupyter Notebook MIT License UpdatedAug 27, 2024 -
image-augmentation Public
This repository contains Python script to augment image datas.
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medicalqa-t5-model Public
This project involves fine-tuning the T5 transformer model for medical question-answering tasks. The model is trained on a domain-specific dataset, enabling it to generate accurate and contextually…
Jupyter Notebook MIT License UpdatedAug 14, 2024 -
flower-classification Public
This project aims to classify different species of flowers using a Convolutional Neural Network (CNN) architecture called ConvNeXt Small.
Jupyter Notebook MIT License UpdatedJul 28, 2024 -
image-subset-creator Public
This Python script allows you to create a subset of images from a given directory, create a new folder, and move the selected images to the new folder. This can be particularly useful for tasks suc…
Python MIT License UpdatedJul 27, 2024 -
selenium-image-scraper Public
This project is a Python script that uses Selenium to scrape images from websites that load content dynamically with JavaScript. It handles loading more images by scrolling and clicking through mul…
Python Apache License 2.0 UpdatedJul 25, 2024 -
file-renaming-script Public
This repository contains a simple Python script to rename files in a specified directory. It can be particularly useful for organizing datasets for machine learning and deep learning projects.
Python MIT License UpdatedJul 25, 2024 -
eeg-eye-state-detection Public
This project aims to classify eye states (open or closed) based on EEG signals. Multiple machine learning models are trained and evaluated to achieve high accuracy in predicting the eye state.
Jupyter Notebook MIT License UpdatedJul 17, 2024 -
music-equipment-detection Public
This repository contains a deep learning project aimed at detecting and classifying various music instruments from audio recordings.
Jupyter Notebook Apache License 2.0 UpdatedJul 14, 2024 -
This repository contains an end-to-end machine learning project aimed at recognizing handwritten digits using the MNIST dataset. It employs Convolutional Neural Networks (CNNs) and utilizes TensorF…
Jupyter Notebook MIT License UpdatedJul 12, 2024 -
loan-prediction-analysis Public
This repository contains a comprehensive analysis and machine learning modeling for predicting loan approval status using various classification algorithms. The project involves data preprocessing,…
Jupyter Notebook MIT License UpdatedJul 10, 2024 -
This Python script helps in identifying and moving duplicate images within a specified directory to a designated duplicates folder.
Python MIT License UpdatedJul 1, 2024 -
This Python script identifies and moves low-quality images (below a specified resolution) from a dataset to a designated folder.
Python MIT License UpdatedJul 1, 2024 -
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silence-detector-remover Public
Audio silence detecting and deleting with Python
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audio-chunk-splitter-python Public
A Python script to split audio files into smaller chunks of specified duration.
Python MIT License UpdatedJun 23, 2024
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