pythonpine
Unverified Other strategy on Forex by kshlgrg. BotFinder score 18 out of 100.
Pine Script-style Python indicator library using MetaTrader 5 OHLCV data with 100+ real-time technical indicators.
Source: github
BotFinder analysis pending.
pythonpine
PythonPine v2.0 - High-Performance Technical Indicators Vectorized Pine Script indicators for machine learning and algorithmic trading. 10-100x faster than loop-based implementations. Features - ⚡ NumPy/Pandas Vectorization - Millions of bars in seconds - 🧠 ML Alpha Module - Z-score, percentile rank, fractional differentiation - 📊 50+ Indicators - RSI, MACD, ATR, Bollinger, SuperTrend, Ichimoku... - 🔄 Pine Script Parity - Same signatures, same math - 📈 Price Action - Vectorized pattern detection Installation Quick Start ML Alpha Module Benchmarks | Indicator | Legacy (loop) | V2 (vectorized) | Speedup | |-----------|---------------|-----------------|---------| | RSI | 1.2s | 0.01s | 120x | | MACD | 0.8s | 0.008s | 100x | | ATR | 0.5s | 0.005s | 100x | | Bollinger | 0.9s | 0.007s | 130x | Tested on 1M bars Indicator Reference Momentum - rsi(close, 14) - Relative Strength Index - macd(close, 12, 26, 9) - MACD line, signal, histogram - stochastic(close, high, low) - Stochastic Oscillator - adx(high, low, close) - Average Directional Index - cci(close, high, low) - Commodity Channel Inde
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