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ece2024.github.io

emocraft-fine-tuned-baseline-distilbert-refined-for-textual-emotion-recognition

"EmoCraft optimizes DistilBERT for superior textual emotion recognition. Rooted in NLP, leveraging BERT's bidirectional power, the project fine-tunes DistilBERT for nuanced understanding of emotions in text. Tailored datasets enhance precision. EmoCraft promises applications from sentiment analysis to fostering emotionally intelligent AI."

hand-tracking

A python program which uses openCV and mediapipe library to track hands which are captured on Webcam

machine-learning-from-scratch

Implementation of popular ML algorithms from scratch

online-payment-fraud-detection

The aim of the project was to predict fraudulent credit card transactions using machine learning models.

profit-prediction

Develop a startup profit prediction system using regression models: linear, polynomial, decision tree, and random forest. Evaluate models using R2, MAE, and MSE metrics. Deploy the best-performing model. Find the code, dataset, and documentation on the GitHub repository for replication and collaboration.

student-data-management

A program which which can be used to maintain a Database of students.

transformer-from-scratch-notes

Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)

us-airline-tweet-sentiment-analysis-using-svm-and-nlp

Employed Support Vector Machine (SVM) model for sentiment analysis on tweets targeting prominent US airline companies.Incorporated advanced Natural Language Processing (NLP) techniques, including lemmatization for word normalization and CountVectorizer for feature extraction.

weather-viewer

This project is a simple weather information display that retrieves and presents real-time weather data for a specific city using the OpenWeatherMap API. It allows users to input a city name, fetches weather data, and displays details such as temperature, weather conditions, and wind speed on a webpage.