Pure Python technical analysis package
Project description
tech_analysis
tech_analysis is a pure Python, dependency-free technical analysis library for financial markets. It includes a wide array of technical indicators, overlays, price action patterns, performance metrics, and risk management tools — designed for traders, quants, and researchers.
No NumPy. No pandas. Just raw Python logic — fully portable and customizable.
Features
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Indicators: RSI, MACD, ATR, CCI, TRIX, Bollinger Bands, ROC, Stochastic, etc.
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Volume Tools: OBV, PVT, MFI, Chaikin, Ease of Movement
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Price Patterns: is_inverted_hammer, is_shooting_star, is_morning_star, is_evening_star, is_bullish_harami, is_bearish_harami, is_three_white_soldiers, is_three_black_crows, is_tweezer_top, is_tweezer_bottom, is_piercing_line, is_dark_cloud_cover, is_rising_three_methods, is_falling_three_methods, is_inside_bar, is_outside_bar, is_marubozu, is_inside_day_breakout, break_of_structure,
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Breadth Indicators: Advance/Decline Line, A/D Ratio, New High-Low
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Overlays: SMA, EMA, Donchian Channels, MA Ribbons
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Risk Management: Kelly Criterion, Max Drawdown, Position Sizing, Monte Carlo
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Performance Metrics: Sharpe, Sortino, Calmar, CAGR, Beta, Volatility
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forecast:
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100% Pure Python: No external packages required
Installation
pip install tech_analysis
Project details
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