Strategy Type
Indicator-Based Trading Strategies
Technical Analysis Signal Systems
Indicator-based strategies use technical analysis tools like moving averages, RSI, MACD, and Bollinger Bands to generate trading signals. These strategies identify trends, momentum, and overbought/oversold conditions to time market entries and exits.
4 algorithms4 libraries
Algorithm Network
How Indicator-Based algorithms connect across libraries
Indicator
Freqtrade1 algos
vn.py3 algos
OctoBot1 algos
SampleStrategybeginner
AtrRsiStrategyintermediate
TechnicalAnalysisintermediate
Trading Decision Pipeline
How Indicator-Based algorithms work together in a trading system
1
Indicator Calculation
Technical signal processing
Moving averages (SMA/EMA)
Oscillators (RSI/MACD)
Volatility bands (BB/ATR)
2
Signal Detection
Pattern recognition
Crossover detection
Overbought/oversold zones
3
Signal Confirmation
Multi-indicator agreement
Confluence of 2+ indicators
Volume confirmation
4
Exit Signals
Take profit & stop loss
Indicator reversal
ATR-based stop loss
5
Market Filter
Regime detection
Trending vs ranging detection
Volatility regime filter
Algorithm Comparison
Compare Indicator-Based algorithms across key dimensions
Algorithm Comparison MatrixClick a column to expand details
| Metric | SampleStrategyFreqtrade | AtrRsiStrategyvn.py | TechnicalAnalysisOctoBot | Technical Analysis AgentAI Hedge Fund |
|---|---|---|---|---|
| Complexity | ββbeginner | βββintermediate | βββintermediate | βββintermediate |
| Prediction Type | Mixed | Mixed | Mixed | Mixed |
| Training Speed | β‘β‘ | β‘β‘ | β‘β‘ | β‘β‘ |
| Accuracy | ππ | ππ | ππ | ππ |
| Best For | General purpose | General purpose | General purpose | General purpose |
Freqtrade
vn.py
OctoBot
Indicator-Based Trading Strategies, Algorithm Reference
- SampleStrategy (Freqtrade)
- Template strategy demonstrating basic technical indicator usage for entry/exit signals. Source: https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/templates/sample_strategy.py.
- AtrRsiStrategy (vn.py)
- Combined ATR and RSI strategy using ATR for volatility filter and RSI for overbought/oversold signals. Key parameters: atr_length (ATR period), rsi_length (RSI period).Source: https://github.com/vnpy/vnpy_ctastrategy.
- TechnicalAnalysis (OctoBot)
- Configurable technical analysis strategy combining multiple indicators for signal generation. Source: https://github.com/Drakkar-Software/OctoBot.
- Technical Analysis Agent (AI Hedge Fund)
- Technical analysis agent using chart patterns, indicators, and price action signals. Source: https://github.com/virattt/ai-hedge-fund.