Quant Singularity - Intenrship Assignment

Note - I have used Gemini for generating this README text.

This repository contains the end-to-end implementation of a prediction classifier for the NIFTY 50 index, developed as part of the Financial ML intern screening project for Quant Singularity.

Project Overview

The objective is to predict the next-day close direction (binomial: Up=1, Down=0) of the NIFTY 50 using EOD data.

Key Features

• Validation Pipeline
• Feature Selection
• Experiment Tracking
• Statistical Rigor

Repository Structure

• singularity.ipynb: Core research notebook.
• Singularity Assignment.pdf: 6 page research report
• requirements.txt: Python dependencies