{"repo":"PavelML-Dev/ML-Trading-Systems","free":true,"listed":false,"github":"https://github.com/PavelML-Dev/ML-Trading-Systems","clone":"git clone https://github.com/PavelML-Dev/ML-Trading-Systems.git","description":"ML SUPERTREND ULTIMATE -ML- QLearning +Per + LSTM + CNN","language":null,"stars":17,"topics":["algorithmic-trading","machine-learning","open-source","pine-script","quantitative-trading","reinforcement-learning","trading","backpropagation-learning-algorithm"],"license":"MIT","category":"trading","readme_excerpt":"🤖 ML SuperTrend Ultimate: Deep Q-Learning + (Novier-Stokes xortex + mp4 expmls) First fully-working LSTM + Deep Q-Network trading system implemented in Pine Script! A self-learning trading agent that uses cutting-edge machine learning techniques to adapt to market conditions in real-time — no external libraries, no Python, just pure Pine Script. --- 🔥 What Makes This Unique? This is NOT just another indicator . This is a complete reinforcement learning system that: - ✅ Learns from experience using Deep Q-Learning - ✅ Remembers patterns with LSTM neural networks - ✅ Adapts in real-time without retraining - ✅ Prioritizes important data with PER (Prioritized Experience Replay) - ✅ Works in your browser — no GPU, no Python, no servers Why It's Special Traditional Indicators ML SuperTrend Ultimate ---------------------- ------------------------ Static parameters Learns optimal parameters Same for all markets Adapts to each market Looks at 1-2 bars Analyzes 8-20 bars history Simple rules Deep neural networks No learning Continuous learning --- ⚠️ DISCLAIMER This is an experimental research project for educational purposes. - NOT financial advice - NO profit guarantees - Use at your own risk - Author bears NO responsibility for any losses This is a learning tool, not a production trading system. Always backtest thoroughly and use proper risk management. --- 📖 What's Inside? 🧠 Deep Q-Network (DQN) The \"brain\" that makes trading decisions. - 8 possible actions (ATR multipliers: 0.","default_branch":null,"files":null,"tree":[],"storefront":"/r/PavelML-Dev","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/PavelML-Dev/ML-Trading-Systems/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}