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algotrading-machine-learning

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A Python-based stock screener for NSE, India. PKScreener is an advanced free stock screener to find potential breakout stocks from NSE and show its possible breakout values. It also helps to find the stocks which are consolidating and may breakout, or the particular chart patterns that you're looking specifically to make your decisions.

  • Updated Sep 4, 2025
  • Python
algotradingbot

This repository consists several bots encoding various algorithmic trading strategies. The aim here is for absolute beginners in stock trading to get familiar with the various aspects of the market. All you need is basics of statistics and python to understand the underlying metrics and conditions utilized to make decisions. Contributions welcome.

  • Updated Feb 9, 2021
  • Jupyter Notebook

This project day-trades options using an advanced ensemble model. It applies Functional Data Analysis (FDA) to model entire price, momentum, and IV smile curves as features, capturing their shape. The model's predictions then guide a Reinforcement Learning agent, which learns the optimal risk parameters for each trade.

  • Updated Aug 24, 2025
  • Python

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