Adele's repositories
power-outage-prediction
Spatial graph representation of US power grid with county-level nodes and transmission line connectivity
patient-readmission-prediction
A comprehensive machine learning pipeline for predicting 30-day hospital readmissions using the Diabetes 130-US Hospitals dataset.
iron-march-network-analysis
A comprehensive toolkit for analyzing far-right forum networks and activities using the Iron March dataset. This project provides tools for data preprocessing, network analysis, centrality measures, community detection, and visualization of forum interaction patterns.
genomic_sequence_detection
Contrastive Deep Learning for Variant Detection in Wastewater Genomic Sequencing
chore-pomdp
Collaborative Human-Object Reasoning and Exploration POMDP
course22
The fast.ai course notebooks
kaggle-notebooks
This repository contains a collection of Kaggle notebooks showcasing various data science and machine learning projects and competitions. Each notebook presents a comprehensive analysis of the dataset, explores different modeling techniques, and provides insights into the problem-solving process.
webfolio
Portfolio website source code
voice-assistant
Python script that utilizes natural language processing (NLP) and machine learning techniques to create a voice-activated assistant. It integrates with Microsoft Bing and GPT-3.5-turbo API services and provides responses to user prompts, using speech recognition, text-to-speech synthesis, and OpenAI's NLP models.
Y3S2
The repo contains projects and course works carried out during Y3S2
sentiment-analysis
Implementation of sentiment analysis on a dataset using the TextBlob and vaderSentiment libraries.
whatsApp-chat-sentiment-analysis
A model that performs sentiment analysis on a WhatsApp chat file to determine the ratio of positive, negative, and neutral messages in the chat.
text-summarizer
The project is a Python implementation of a Text Summarizer. It uses various natural language processing (NLP) techniques to generate a summary of a given text.
resume-screening
This is a basic implementation of a resume screening model using machine learning techniques
auto-correct-model
An implementation of a spell checker that uses a corpus file to compute word probabilities and suggests corrections for misspelled words by applying edit operations like delete, swap, replace, and insert.
DL-diabetes-prediction-model
A Deep Learning Diabetes Prediction Model implemented as a Jupyter Notebook that employs various machine learning techniques to predict the likelihood of diabetes based on a set of features.
book-recommendation-system
A Book Recommendation System that utilizes Python libraries such as numpy, pandas, seaborn, and matplotlib to recommend books based on user input.
salary-prediction-web-app
A project that uses Streamlit to create a web application for predicting software developers' salaries based on their country, education level, and years of experience.
language-classification-system
A model that utilizes text data preprocessing, feature engineering, correlation reduction using PCA, and training a Decision Tree Classifier to classify languages based on input text data.
Y3S1
All programs Year 3 Semester 1 related
lyft-vagabond-systems
Lyft Software Architecture
human-activity-recognition
Implementation of human activity recognition using a Convolutional Neural Network combined with a Long-Short Term Memory Network
youBot
Program developed to control KUKA youBot robot with the implementation of Python inverse kinematics