Do Hammer & Inverted Hammer Trading Pattern Work? Python Backtest on stock data
Автор: BacktestLAB
Загружено: 2025-04-18
Просмотров: 35
Описание:
Can you profit from Hammer and Inverted Hammer patterns in the markets?
In this Python tutorial, we backtest these classic reversal candlestick patterns and optimize them for algorithmic trading.
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You’ll learn how to:
Load and preprocess financial data
Detect Hammer and Inverted Hammer candles using Python
Filter signals based on trends and context
Measure strategy performance using metrics like Win Ratio, Profit Factor, and PFF
Optimize parameters to enhance consistency and returns
Whether you're curious about price action strategies or building a full trading system, this video provides a complete, step-by-step guide.
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00:00 Introduction
00:15 Hammer candle ?
01:02 Hammer pattern
02:04 Loading Market Data
03:48 Candlestick & Trend Detection Functions
07:44 Visualizing Price Action
08:12 Detecting the pattern
13:46 Validating Signals & Results
20:14 Evaluating the signals
23:05 Defining & optimizing parameters
33:52 Final Results & Insights
PythonTrading #HammerPattern #InvertedHammer #Backtesting #AlgoTrading #CandlestickPatterns #TradingStrategy #TechnicalAnalysis #QuantTrading #StockMarket #Investing #FinancialMarkets
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