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The folder consists of various PYTHON projects.

Backtesting.py

This consists of a simple quant project where we see Stock Price Trend Analysis and Backtesting.

Time_Series

This folder consists of time_series_lstm project. It predicts the next value in sine/price series Libraries: tensorflow, numpy

Snake Game

A classic Snake game implemented in a console environment using fundamental programming concepts: arrays, loops, and basic collision detection logic.

DSA concepts covered:

  1. 2D Arrays
  2. Lists as dynamic arrays
  3. Queue-like behavior
  4. Coordinate-based movement
  5. Collision Detection
  6. Time Complexity reasoning

Monte Carlo

This script consists of the idea of simulating 1000 future stock prices. It uses random normal returns. Libraries:numpy, matplotlib

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