Backtrader Strategy Catalog

512 Backtrader strategies, organized for fast scanning.

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Trend & Momentum 112 Mean Reversion & Reversal 46 Breakout Systems 34 Volatility & Risk Regime 94 Volume, VWAP & Order Flow 39 Machine Learning & Statistical Models 59 Portfolio, Allocation & Multi-Asset 19 Alternative Data, Options & Macro 29 Intraday, Session & Calendar 18 Crypto Strategies 9 Other / Specialized 47 Optimization / Variant Modules 6

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112 strategies

Trend & Momentum

#	Strategy	Summary
1	Adaptive Lagging Trend Strategy AdaptiveLaggingTrendStrategy.py	Adaptive Lagging Trend Strategy
2	Adaptive MA Strategy AdaptiveMAStrategy.py	Adaptive MA Strategy
3	Adaptive Ma Trend Strategy AdaptiveMaTrendStrategy.py	Follows adaptive moving-average trend direction with a volatility-aware exit.
4	Adaptive Trend Following AdaptiveTrendFollowing.py	Adaptive Trend Following Strategy with Regime Detection Features: - Volatility regime detection using ATR v...
5	Adaptive Vortex Strategy AdaptiveVortexStrategy.py	Vortex Strategy with adaptive volatility filter and dynamic ATR stop multiplier.
6	ADX DI System ADXdiSystem.py	A professional trend-following system that uses a rising ADX to confirm a trending environment and a DI+/DI...
7	ADX Pullback System ADXpullbackSystem.py	An enhanced ADX/DI system that enters on pullbacks to a fast EMA only during strong, confirmed trends ident...
8	Adx Regime Strategy AdxRegimeStrategy.py	Uses ADX and directional movement to trade confirmed trend strength.
9	ADX Trail Strategy ADXTrailStrategy.py	ADX Trail Strategy
10	ADX Trend Strength Strategy ADXTrendStrengthStrategy.py	ADX Trend Strength Strategy
11	ADX Trend Strength With Filters ADXTrendStrengthWithFilters.py	ADX Trend Strength With Filters
12	Adx Vortex Blitz Strategy AdxVortexBlitzStrategy.py	ADX + Vortex trend-confirmation strategy.
13	AO Divergence Strategy AODivergenceStrategy.py	Trades AO 'Twin Peaks' divergence, confirmed by a break of market structure.
14	AO Saucer Strategy AOSaucerStrategy.py	A trend-continuation strategy that enters on a Bill Williams 'Saucer' pattern in the Awesome Oscillator, fi...
15	Awesome Oscillator Saucer Strategy AwesomeOscillatorSaucerStrategy.py	Awesome Oscillator saucer pattern (TA-Lib AO via SMA difference).
16	Basic SMA Strategy With Trend Filter BasicSMAStrategyWithTrendFilter.py	Basic SMA Strategy With Trend Filter
17	Chande Momentum Strategy ChandeMomentumStrategy.py	Chande Momentum Oscillator (CMO) cross of zero, filtered (TA-Lib CMO).
18	Composite PV Momentum Strategy CompositePVMomentumStrategy.py	Composite PV Momentum Strategy
19	Coppock Curve Strategy CoppockCurveStrategy.py	Coppock Curve turns up from negative territory (TA-Lib WMA/ROC).
20	Dema Cross Strategy DemaCrossStrategy.py	Dema Cross Strategy
21	DMI Strategy DMIStrategy.py	DMI Strategy
22	Dual Ma Cross Adx Filter DualMaCrossAdxFilter.py	Implements a Dual Moving Average Crossover strategy filtered by ADX.
23	Dynamic Exit Trix Strategy DynamicExitTrixStrategy.py	Enhanced TRIX Strategy with Dynamic Exits: - Entry: Same as EnhancedTrixStrategy (TRIX/Signal Cross + Confi...
24	Ehlers Trend Strategy EhlersTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
25	Ema Cross Strategy EmaCrossStrategy.py	Ema Cross Strategy
26	Ema Cross With Sma Filter Strategy EmaCrossWithSmaFilterStrategy.py	Ema Cross With Sma Filter Strategy
27	Ema Macd Adx Strategy EmaMacdAdxStrategy.py	EMA Crossover Strategy with MACD and ADX Filters and Trailing Stop-Loss.
28	EMA Strategy EMAStrategy.py	EMA Strategy
29	Enhanced Dual Momentum Strategy EnhancedDualMomentumStrategy.py	Enhanced Dual Momentum Strategy
30	Enhanced PCA Momentum Strategy EnhancedPCAMomentumStrategy.py	Enhanced PCA Momentum Strategy with improved risk controls
31	Enhanced Trix Strategy EnhancedTrixStrategy.py	Enhanced TRIX Strategy incorporating.
32	Fractal Adaptive MA Strategy FractalAdaptiveMAStrategy.py	Fractal-Adaptive Moving Average Momentum Strategy Uses Hurst exponent to determine market regime and adapts...
33	FRAMA Strategy FRAMAStrategy.py	FRAMA-based Trading Strategy with Configurable Parameters
34	Gap And Go Trend Strategy GapAndGoTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
35	Guppy Mma Strategy GuppyMmaStrategy.py	Guppy Mma Strategy
36	Heikin Ashi Streak Strategy HeikinAshiStreakStrategy.py	Trade continuation after 4+ same-colour Heikin-Ashi candles.
37	Heikin Ashi Trend Strategy HeikinAshiTrendStrategy.py	A trend-following strategy that uses the pattern of Heikin-Ashi candles to identify and trade strong trends.
38	Hilbert Trend Strategy HilbertTrendStrategy.py	Hilbert Trend Strategy
39	HP Trend Following Strategy HPTrendFollowingStrategy.py	Hodrick-Prescott Filter Trend Following Strategy
40	Hull MA Acceleration Strategy HullMAAccelerationStrategy.py	Hull MA Acceleration Strategy
41	Hull Ma Slope Rider Strategy HullMaSlopeRiderStrategy.py	Ride the slope of HullMA filtered by a slow SMA.
42	Hurst Filtered Trend Strategy HurstFilteredTrendStrategy.py	A trend-following strategy (SMA Crossover) filtered by the Hurst Exponent.
43	Ichimoku Cloud Strategy IchimokuCloudStrategy.py	Trades on a confirmed breakout from the Ichimoku Cloud (Kumo).
44	Intermarket Trend Strategy IntermarketTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
45	Jump Diffusion Momentum Strategy JumpDiffusionMomentumStrategy.py	Jump-Diffusion Momentum Detection Strategy
46	Jurik Trend Rider Strategy JurikTrendRiderStrategy.py	JMA(20) slope with JMA(5) pullback confirmation.
47	Kama Dynamic Momentum KamaDynamicMomentum.py	An adaptive strategy using KAMA for trend direction, a Momentum Oscillator for entry triggers, and an ATR f...
48	Know Sure Thing Cross Strategy KnowSureThingCrossStrategy.py	Know Sure Thing (KST) line crosses its signal with a trend filter (TA-Lib).
49	Know Sure Thing Strategy KnowSureThingStrategy.py	Know Sure Thing Strategy
50	Lin Reg Slope Trend Strategy LinRegSlopeTrendStrategy.py	OLS regression-slope trend strategy.
51	Ma Bounce Strategy MaBounceStrategy.py	Ma Bounce Strategy
52	MACDADX Confluence Strategy MACDADXConfluenceStrategy.py	MACDADX Confluence Strategy
53	Macd Histogram Momentum Strategy MacdHistogramMomentumStrategy.py	MACD histogram slope and sign momentum (TA-Lib MACD).
54	MACD Momentum Strategy MACDMomentumStrategy.py	MACD Momentum Strategy
55	MACD Momentum Strategy RF MACDMomentumStrategyRF.py	MACD Momentum Strategy RF
56	MACD Strategy MACDStrategy.py	MACD Strategy
57	Macd Two Line Strategy MacdTwoLineStrategy.py	MACD line/signal cross with histogram confirmation (TA-Lib).
58	Ma Distance Strategy MaDistanceStrategy.py	Ma Distance Strategy
59	Ma Ribbon Pullback Strategy MaRibbonPullbackStrategy.py	Ma Ribbon Pullback Strategy
60	Market Structure Shift Strategy MarketStructureShiftStrategy.py	A price-action strategy that trades breakouts of confirmed market structure.
61	Marubozu Trend Strategy MarubozuTrendStrategy.py	Full-body marubozu continuation (TA-Lib CDLMARUBOZU).
62	Ma Slope Strategy MaSlopeStrategy.py	Ma Slope Strategy
63	Median Ma Trend Strategy MedianMaTrendStrategy.py	Follows median moving-average trend changes with protective exits.
64	Mirror Trend Strategy MirrorTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
65	Momentum Ignition Strategy MomentumIgnitionStrategy.py	Identifies periods of low price volatility and enters on a statistical breakout in the Rate of Change (ROC)...
66	Momentum Pinball Strategy MomentumPinballStrategy.py	Connors Momentum Pinball: short-term RSI extreme then fade.
67	Momentum Tilt Strategy MomentumTiltStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
68	MTF Vortex Strategy MTFVortexStrategy.py	Vortex Strategy with Multi-Timeframe trend confirmation.
69	Multi Timeframe Aroon Strategy MultiTimeframeAroonStrategy.py	Multi Timeframe Aroon Strategy
70	Multi Timeframe Macd Strategy MultiTimeframeMacdStrategy.py	Uses MACD momentum, signal crosses, or histogram changes for entries and exits.
71	Parabolic SAR Strategy ParabolicSARStrategy.py	Parabolic SAR Strategy
72	PCA Momentum Strategy PCAMomentumStrategy.py	PCA Momentum Strategy: - Long when PC1 momentum turns positive - Short when PC1 momentum turns negative - U...
73	Power Trend Strategy PowerTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
74	Ppo Momentum Strategy PpoMomentumStrategy.py	Percentage Price Oscillator (PPO) cross of signal (TA-Lib PPO).
75	Psar Trend Filter Strategy PsarTrendFilterStrategy.py	A trend-following strategy that uses a long-term SMA to filter trades and the Parabolic SAR for entry signals.
76	Regime Filtered Trend Strategy RegimeFilteredTrendStrategy.py	Regime Filtered Trend Strategy
77	Regime Switching Momentum RegimeSwitchingMomentum.py	Regime Switching Momentum
78	Relative Momentum Accel RelativeMomentumAccel.py	A strategy that enters on a statistical breakout of a custom oscillator measuring the acceleration of price...
79	Ribbon Alignment Strategy RibbonAlignmentStrategy.py	8-EMA ribbon stacked alignment. Entry (long): every EMA in the ribbon is in strictly ascending order. Entry...
80	Roct Array Strategy RoctArrayStrategy.py	Trades directional momentum using the ROC Array signal with protective exits.
81	Rsi Momentum Strategy RsiMomentumStrategy.py	RSI(14) cross of 50 in the direction of the trend (TA-Lib RSI).
82	Sharpe Optimized Momentum Strategy SharpeOptimizedMomentumStrategy.py	Sharpe Optimized Momentum Strategy
83	Simple Dual MA SimpleDualMA.py	Simple Dual MA
84	Simple Dual Momentum SimpleDualMomentum.py	Simple Dual Momentum
85	Simplified Regime Momentum SimplifiedRegimeMomentum.py	Simplified Regime Momentum
86	Sma200 Slope Momentum Strategy Sma200SlopeMomentumStrategy.py	Trade breakouts only when the long-term trend (SMA200 slope) is positive.
87	Step MA Staircase Strategy StepMAStaircaseStrategy.py	Trade StepMA direction changes. Entry (long): StepMA direction flips to +1. Entry (short): StepMA direction...
88	Super Trend Confirmation Strategy SuperTrendConfirmationStrategy.py	Trades SuperTrend flips only after a confirmation candle.
89	TEMA Strategy TEMAStrategy.py	TEMA Strategy
90	TEMA Zero Lag Cross Strategy TEMAZeroLagCrossStrategy.py	TEMA crosses ZeroLagEMA with ADX filter.
91	Time Decay Adaptive EMA Strategy TimeDecayAdaptiveEMAStrategy.py	Time Decay Adaptive EMA Strategy
92	Trend Alignment Strategy TrendAlignmentStrategy.py	Follows established trends with indicator confirmation and protective exits.
93	Trend Exhaustion Exit Strategy TrendExhaustionExitStrategy.py	Follows established trends with indicator confirmation and protective exits.
94	Trend Filter Ema Cross Strategy TrendFilterEmaCrossStrategy.py	Trend Filter Ema Cross Strategy
95	Trend Pullback To Ema20 Strategy TrendPullbackToEma20Strategy.py	Buy pullbacks to EMA20 in an established uptrend.
96	Trend Strength Index Strategy TrendStrengthIndexStrategy.py	Follows established trends with indicator confirmation and protective exits.
97	Triple Ema Cross Strategy TripleEmaCrossStrategy.py	Triple Ema Cross Strategy
98	Triple Ma Strategy TripleMaStrategy.py	Implements a Triple Moving Average strategy.
99	Trix Momentum Strategy TrixMomentumStrategy.py	TRIX slope + signal cross (TA-Lib TRIX + EMA signal).
100	Trix Sma Strategy TrixSmaStrategy.py	Implements the basic TRIX Momentum Crossover with SMA Trend Filter strategy.
101	Trix Trail Only Exit Strategy TrixTrailOnlyExitStrategy.py	Enhanced TRIX Strategy using ONLY an ATR Trailing Stop for exits.
102	TS Ifade Strategy TSIfadeStrategy.py	A mean-reversion strategy that 'fades' extreme momentum readings from the True Strength Index (TSI), confir...
103	Tsi Zero Cross Strategy TsiZeroCrossStrategy.py	True Strength Index (TSI) cross of zero (double-smoothed momentum).
104	Verma Trend Filter Strategy VermaTrendFilterStrategy.py	Variable EMA (efficiency-ratio-weighted EMA) trend strategy with ADX gate.
105	VIDYA Crossover VIDYACrossover.py	VIDYA Crossover
106	VIDYA Strategy VIDYAStrategy.py	VIDYA Strategy
107	Vortex Divergence Hunter Strategy VortexDivergenceHunterStrategy.py	Vortex Divergence Hunter Strategy
108	Vortex Momentum Strategy VortexMomentumStrategy.py	Vortex indicator cross with ADX filter.
109	Vortex Trend Capture Strategy VortexTrendCaptureStrategy.py	A professional trend-following system that uses the Vortex Indicator for entry signals, filtered by a long-...
110	Weekly Trend Daily Pullback Strategy WeeklyTrendDailyPullbackStrategy.py	Follows established trends with indicator confirmation and protective exits.
111	Zero Lag Crossover ZeroLagCrossover.py	An enhanced ZLEMA crossover strategy that uses an Efficiency Ratio to filter for smooth, high-quality trend...
112	ZLEMA Strategy ZLEMAStrategy.py	ZLEMA Strategy

46 strategies

Mean Reversion & Reversal

#	Strategy	Summary
113	Cci Reversion Strategy CciReversionStrategy.py	CCI(20) extreme mean reversion. Entry (long): CCI < -150 AND turning up. Entry (short): CCI > +150 AND turn...
114	Choppiness Index Reversion Strategy ChoppinessIndexReversionStrategy.py	Fade Bollinger extremes when Choppiness Index > 61 (range regime).
115	Cumulative Rsi Reversion Strategy CumulativeRsiReversionStrategy.py	Connors Cumulative RSI(3) extreme (TA-Lib RSI).
116	Dark Cloud Cover Strategy DarkCloudCoverStrategy.py	Dark-cloud cover top reversal (TA-Lib CDLDARKCLOUDCOVER).
117	Demark Reversal Strategy DemarkReversalStrategy.py	TD Sequential (simplified) reversal.
118	Disconnect Reversion Strategy DisconnectReversionStrategy.py	Price-EMA gap reversal when gap closes sharply.
119	Doji Reversal Strategy DojiReversalStrategy.py	Doji at support/resistance (TA-Lib CDLDOJI).
120	Dual Timeframe Rsi Reversion Strategy DualTimeframeRsiReversionStrategy.py	Short-term RSI extreme confirmed by higher-timeframe RSI direction (TA-Lib).
121	Engulfing Reversion Strategy EngulfingReversionStrategy.py	Engulfing pattern at Bollinger extremes.
122	Evening Star Strategy EveningStarStrategy.py	Evening-star 3-bar top reversal (TA-Lib CDLEVENINGSTAR).
123	Hammer Reversal Strategy HammerReversalStrategy.py	Hammer candlestick at support (rising SMA50) via TA-Lib CDLHAMMER.
124	Harami Reversal Strategy HaramiReversalStrategy.py	Harami reversal pattern (TA-Lib CDLHARAMI).
125	Inside Bar Fade Strategy InsideBarFadeStrategy.py	Fade failed inside-bar breakouts. Entry (long): inside-bar low broken then reclaimed (bullish failure). Ent...
126	Kama Stoch Trend Follow KamaStochTrendFollow.py	A trend-following strategy using KAMA as the trend filter and Stochastic Oscillator pullbacks for entries.
127	Ma Compression Reversion Strategy MaCompressionReversionStrategy.py	Fade failed spikes after a Bollinger-band compression.
128	Ma Envelope Reversion Strategy MaEnvelopeReversionStrategy.py	EMA(20) percentage-envelope mean reversion.
129	Momentum Exhaustion Reversal Strategy MomentumExhaustionReversalStrategy.py	Momentum Exhaustion Reversal Strategy
130	Morning Star Strategy MorningStarStrategy.py	Morning-star 3-bar reversal (TA-Lib CDLMORNINGSTAR).
131	Nvx Fade Strategy NvxFadeStrategy.py	Trades stretched NVX Fade conditions back toward fair value.
132	Open Close Reversion Strategy OpenCloseReversionStrategy.py	Fade overnight gaps: gap-down then bullish session (and vice-versa).
133	OU Mean Reversion Strategy OUMeanReversionStrategy.py	Ornstein-Uhlenbeck Mean Reversion Strategy The strategy estimates OU process parameters over a rolling wind...
134	Outside Bar Reversal Strategy OutsideBarReversalStrategy.py	Outside-bar reversal at SMA support.
135	Piercing Line Strategy PiercingLineStrategy.py	Piercing line pattern at support (TA-Lib CDLPIERCING).
136	Pin Bar Reversal Strategy PinBarReversalStrategy.py	Pin bar (rejection candle) at key SMA level.
137	PSARRSI Confirm Strategy PSARRSIConfirmStrategy.py	PSAR signals confirmed by RSI slope, long-term SMA filter, adaptive PSAR AF, and trailing stop.
138	Rsi2 Mean Reversion Strategy Rsi2MeanReversionStrategy.py	Connors-style RSI(2) mean reversion (TA-Lib RSI).
139	RSI Divergence Strategy RSIDivergenceStrategy.py	An enhanced strategy that trades on RSI divergence with additional confirmation filters.
140	Rsi Mean Reversion RsiMeanReversion.py	Implements an RSI Mean Reversion strategy WITH SHORT SELLING.
141	Rsi Mean Reversion Trend Filtered RsiMeanReversionTrendFiltered.py	Implements an RSI Mean Reversion strategy filtered by trend strength (ADX) and direction (EMA).
142	RSI Trend Confirmation Strategy RSITrendConfirmationStrategy.py	An enhanced version with a professional, multi-stage exit system.
143	Shooting Star Reversal Strategy ShootingStarReversalStrategy.py	Shooting star at resistance (TA-Lib CDLSHOOTINGSTAR).
144	Sma Distance Reversion Strategy SmaDistanceReversionStrategy.py	Fade extended closes beyond 2 std of distance-from-SMA(20).
145	Statistical Mean Reversion Strategy StatisticalMeanReversionStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
146	Stochastic Momentum Strategy StochasticMomentumStrategy.py	Stochastic Momentum Strategy
147	Stochastic Rsi Momentum Strategy StochasticRsiMomentumStrategy.py	Stochastic RSI cross above 0.2 (TA-Lib STOCHRSI).
148	Stoch Cross Reversion Strategy StochCrossReversionStrategy.py	Slow Stochastic %K/%D cross at extremes (via TA-Lib).
149	Three Bar Reversal Strategy ThreeBarReversalStrategy.py	Three-bar reversal (TA-Lib CDL3OUTSIDE / CDL3INSIDE).
150	Trend Mean Reversion Hybrid Strategy TrendMeanReversionHybridStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
151	Tweezer Reversal Strategy TweezerReversalStrategy.py	Tweezer top/bottom reversal (matching highs/lows on two bars).
152	Ultimate Oscillator Reversion Strategy UltimateOscillatorReversionStrategy.py	Ultimate Oscillator (7,14,28) extremes via TA-Lib.
153	Vortex Reversion Exit Strategy VortexReversionExitStrategy.py	Vortex Strategy with Trailing Stop and Mean Reversion Exit.
154	Vortex RSI Profit Target Strategy VortexRSIProfitTargetStrategy.py	Vortex Strategy with RSI momentum confirmation and a fixed profit target.
155	Williams Pct R Fade Strategy WilliamsPctRFadeStrategy.py	Williams %R extremes faded in the direction of the long-term trend.
156	Williams Pullback Strategy WilliamsPullbackStrategy.py	An enhanced version of the Williams %R strategy that adds a MACD Histogram to confirm that momentum has shi...
157	Z Score Mean Reversion Strategy ZScoreMeanReversionStrategy.py	A quantitative mean-reversion strategy that uses a Z-Score for entry signals and an ADX filter to trade onl...
158	Z Score Reversion Strategy ZScoreReversionStrategy.py	20-bar z-score mean reversion. Entry (long): Z < -2. Entry (short): Z > +2. Exit: Z returns to 0. Risk: 1.5...

34 strategies

Breakout Systems

#	Strategy	Summary
159	Average True Range Expansion Strategy AverageTrueRangeExpansionStrategy.py	ATR-ratio expansion breakout. Entry (long): ATR(ratio) > 1.5x baseline AND price breaks 20-bar high. Entry...
160	Box Pattern Breakout Strategy BoxPatternBreakoutStrategy.py	Horizontal box (consolidation) breakout.
161	Camarilla Breakout Strategy CamarillaBreakoutStrategy.py	Camarilla pivot H3/L3 breakout. Computes Camarilla levels from the prior bar's range; trades the break of H...
162	Channel Pullback Strategy ChannelPullbackStrategy.py	An enhanced version of the Channel Pullback strategy that adds a price action filter to confirm the entry s...
163	Cup And Handle Breakout Strategy CupAndHandleBreakoutStrategy.py	Cup-and-handle pattern breakout. Looks for a prior high (left rim), a rounded low (cup), recovery to near t...
164	Decisive Candle Strategy DecisiveCandleStrategy.py	An enhanced version of the Decisive Candle strategy that adds an ADX filter to ensure trades are aligned wi...
165	Donchian Breakout Strategy DonchianBreakoutStrategy.py	Donchian Breakout Strategy
166	Donchian Dual Timeframe Strategy DonchianDualTimeframeStrategy.py	20-bar Donchian breakout confirmed by rising 50-bar Donchian channel.
167	Donchian Fade Strategy DonchianFadeStrategy.py	Fade 5-bar Donchian touches in a low-ADX range regime.
168	Double Bottom Breakout Strategy DoubleBottomBreakoutStrategy.py	Double-bottom + neckline break. Entry (long): two roughly-equal lows separated by a rebound, then close bre...
169	Dynamic Momentum Breakout DynamicMomentumBreakout.py	A strategy that combines a PSAR trend filter, a Vortex momentum filter, and a volatility breakout trigger b...
170	Elder Impulse Breakout ElderImpulseBreakout.py	Elder Impulse Breakout
171	Fib Extension Breakout Strategy FibExtensionBreakoutStrategy.py	Breakout above the 1.272 fib extension of the last swing.
172	Fibonacci Pivot Breakout Strategy FibonacciPivotBreakoutStrategy.py	Fibonacci Pivot Breakout Strategy
173	Flag Pattern Breakout Strategy FlagPatternBreakoutStrategy.py	Bull/bear flag: a strong move (pole) followed by a tight consolidation.
174	Head And Shoulders Breakout Strategy HeadAndShouldersBreakoutStrategy.py	Head-and-shoulders neckline break (bearish pattern).
175	Inside Bar Breakout Strategy InsideBarBreakoutStrategy.py	Inside-bar breakout (TA-Lib CDLHOMINGPIGEOUK equivalent).
176	Kama Channel Breakout Strategy KamaChannelBreakoutStrategy.py	KAMA midpoint channel +/- k * StdDev breakout.
177	Moving Average Channel Strategy MovingAverageChannelStrategy.py	Moving Average Channel Strategy
178	N Bar Breakout Strategy NBarBreakoutStrategy.py	Classic Turtle-style N-day breakout.
179	OLS Regression Channel Strategy OLSRegressionChannelStrategy.py	OLS Regression Channel Strategy
180	Pennant Breakout Strategy PennantBreakoutStrategy.py	Pennant continuation: pole + small symmetrical triangle, then break.
181	Pivot Point Reversal Strategy PivotPointReversalStrategy.py	An enhanced version that decouples the setup (price touching a pivot zone) from the trigger (a Stochastic c...
182	Pivot Point Reversion Strategy PivotPointReversionStrategy.py	Classic daily pivot point support/resistance fade.
183	Pivot Point Strategy PivotPointStrategy.py	Pivot Point Strategy
184	Polynomial Channel Breakout Strategy PolynomialChannelBreakoutStrategy.py	Polynomial Regression Channel Breakout Strategy with Trailing Stops Entry: - Long: Price breaks above upper...
185	Prior Day High Low Breakout Strategy PriorDayHighLowBreakoutStrategy.py	Break of prior session's high/low (daily data: prior bar's range).
186	Quantile Channel Strategy QuantileChannelStrategy.py	Quantile Channel Strategy
187	Range Expansion Breakout Strategy RangeExpansionBreakoutStrategy.py	NR7 (narrowest range of 7) then expansion breakout.
188	SR Breakout Strategy SRBreakoutStrategy.py	SR Breakout Strategy
189	Stat Validated Reg Channel Breakout StatValidatedRegChannelBreakout.py	Trades breakouts from a Linear Regression Channel, validated by statistically significant bar range and vol...
190	Symmetrical Triangle Breakout Strategy SymmetricalTriangleBreakoutStrategy.py	Symmetrical triangle (volatility contraction) breakout.
191	Triangle Breakout Strategy TriangleBreakoutStrategy.py	Ascending/descending triangle breakout.
192	weekly Pivot Breakout Strategy weeklyPivotBreakoutStrategy.py	Break of the weekly pivot R1/S1 (approximated on daily data).

94 strategies

Volatility & Risk Regime

#	Strategy	Summary
193	Adaptive MA Volatility Strategy AdaptiveMAVolatilityStrategy.py	Strategy using KAMA with volatility bands and a trailing stop-loss.
194	Adaptive Momentum Squeeze Strategy AdaptiveMomentumSqueezeStrategy.py	Adaptive Momentum Squeeze Strategy
195	Adaptive Volatility Breakout Strategy AdaptiveVolatilityBreakoutStrategy.py	Adaptive Volatility Breakout Strategy
196	Adaptive Vol Mom Regime Strategy AdaptiveVolMomRegimeStrategy.py	Advanced Volatility Momentum: Adapts to market volatility, filters trades by market regime (ADX), and uses...
197	ADX ADXR BB Pct Strategy ADX_ADXR_BBPct_Strategy.py	ADX ADXR BB Pct Strategy
198	ADX AO BB Pct Strategy ADX_AO_BBPct_Strategy.py	ADX AO BB Pct Strategy
199	ADX DI Crossover EMA Filter With ATR Trail ADX_DI_Crossover_EMA_Filter_With_ATR_Trail.py	Combines ADX for trend strength, DI-crossover for entry signals, an EMA for a long-term trend filter, and a...
200	ADX Stoch EMA Filter With ATR Trail ADX_Stoch_EMA_Filter_With_ATR_Trail.py	Adds a Stochastic momentum filter to the ADX/EMA strategy to avoid entering trades during potential exhaust...
201	AO Divergence Swing Break EMA Filter With ATR Trail AO_Divergence_Swing_Break_EMA_Filter_With_ATR_Trail.py	AO Divergence Swing Break EMA Filter With ATR Trail
202	ATR Breakout ADX Regime Filter With Trend End Exit ATR_Breakout_ADX_Regime_Filter_With_Trend_End_Exit.py	ATR Breakout ADX Regime Filter With Trend End Exit
203	ATR Breakout Pyramid Take Profit With Trail ATR_Breakout_Pyramid_Take_Profit_With_Trail.py	ATR Breakout Pyramid Take Profit With Trail
204	ATR Breakout Strategy ATRBreakoutStrategy.py	Simple ATR Breakout Strategy with Trailing Stops Entry Conditions: - Long: Close > lookback high AND ATR >...
205	Atr Channel Breakout Strategy AtrChannelBreakoutStrategy.py	ATR channel (SMA +/- k*ATR) breakout.
206	Atr Multiplier Trail Strategy AtrMultiplierTrailStrategy.py	Trade trend with regime-scaled ATR trailing stop.
207	Atr Percentile Strategy AtrPercentileStrategy.py	ATR-percentile regime filter for breakouts.
208	ATR Trailing Stop Strategy ATRTrailingStopStrategy.py	ATR Trailing Stop Strategy
209	B Band Rsi Mean Reversion BBandRsiMeanReversion.py	Mean reversion strategy using Bollinger Bands and RSI, filtered by ADX.
210	BBKC Squeeze Strategy BBKCSqueezeStrategy.py	A strategy that enters on a breakout after a period of low volatility defined by Bollinger Bands being insi...
211	BB Mean Reversion BBMeanReversion.py	Implements a Bollinger Bands Mean Reversion strategy for both LONG and SHORT positions.
212	BB Squeeze Breakout BBSqueezeBreakout.py	Enters on price breakout from Bollinger Bands after a volatility squeeze.
213	Bollinger Band Rider Strategy BollingerBandRiderStrategy.py	Ride the upper/lower Bollinger Band in a strong trend.
214	Bollinger Band Squeeze Strategy BollingerBandSqueezeStrategy.py	A strategy that enters on a breakout after a period of low volatility and uses a trailing stop for risk man...
215	Bollinger Keltner Squeeze Breakout Strategy BollingerKeltnerSqueezeBreakoutStrategy.py	BB-inside-KC squeeze then breakout in the direction of the breakout bar.
216	Bollinger Momentum Strategy BollingerMomentumStrategy.py	Bollinger Momentum Strategy
217	Bollinger RSI Reversion BollingerRSIReversion.py	Mean Reversion Strategy using Bollinger Bands and RSI.
218	Bollinger Snap Back Strategy BollingerSnapBackStrategy.py	Fade Bollinger Band extremes on reversal candles.
219	Bollinger Width Trend Strategy BollingerWidthTrendStrategy.py	Trade BB expansion (width percentile > 50) in trend direction.
220	DMAC Exit Bollinger Band Squeeze DMACExitBollingerBandSqueeze.py	A strategy that enters on a breakout after a period of low volatility and exits either by a trailing stop o...
221	Donchian ATR Channel Strategy DonchianATRChannelStrategy.py	Donchian ATR Channel Strategy
222	Donchian Atr Volatility Strategy DonchianAtrVolatilityStrategy.py	Donchian breakout filtered by rising ATR.
223	Donchian Volatility Breakout Strategy DonchianVolatilityBreakoutStrategy.py	20-bar Donchian breakout with ATR%-above-median filter.
224	Enhanced ATR Strategy EnhancedATRStrategy.py	Enhanced ATR Strategy
225	Enhanced BB Mean Reversion EnhancedBBMeanReversion.py	Enhanced Bollinger Bands Mean Reversion Strategy with extra filters.
226	Filtered Squeeze Strategy FilteredSqueezeStrategy.py	An advanced breakout strategy using a single timeframe.
227	Garman Klass Vol Strategy GarmanKlassVolStrategy.py	Garman-Klass volatility regime filter for trend-following.
228	Historical Vol Ratio Strategy HistoricalVolRatioStrategy.py	Trade when short-term realized vol is below long-term (calm trending).
229	Keltner ADX Strategy KeltnerADXStrategy.py	Improved Keltner + ADX Strategy with Dynamic Trailing Stops.
230	Keltner Breakout Strategy KeltnerBreakoutStrategy.py	Keltner Breakout Strategy
231	Keltner Channel Mean Reversion Strategy KeltnerChannelMeanReversionStrategy.py	Keltner Channel Mean Reversion Strategy
232	Keltner Channel RSI Breakout Strategy KeltnerChannelRSIBreakoutStrategy.py	Keltner Channel RSI Breakout Strategy
233	Keltner Channel Volatility Filtered Strategy KeltnerChannelVolatilityFilteredStrategy.py	Keltner Channel Volatility Filtered Strategy
234	Keltner Fade Strategy KeltnerFadeStrategy.py	Fade Keltner Channel touches confirmed by RSI (channels via TA-Lib ATR + EMA).
235	Parkinson Volatility Strategy ParkinsonVolatilityStrategy.py	Trade trend only in low-Parkinson-volatility regime.
236	Range Volatility Breakout Strategy RangeVolatilityBreakoutStrategy.py	Range expansion breakout in low-vol regime.
237	Relative Volatility Index Strategy RelativeVolatilityIndexStrategy.py	Relative Volatility Index (RVI) cross of 50 (TA-Lib STDDEV-based RSI).
238	RSI Filtered Bollinger Band Squeeze RSIFilteredBollingerBandSqueeze.py	A strategy that enters on a breakout after a period of low volatility, filtered by RSI to confirm momentum,...
239	RSIMACD Bollinger ATR Volatility Regime Trailing Stop Strategy RSIMACDBollingerATRVolatilityRegimeTrailingStopStrategy.py	Simple hedge fund strategy using: - RSI for momentum signals - MACD for trend confirmation - Bollinger Band...
240	Simple Volatility Momentum Strategy SimpleVolatilityMomentumStrategy.py	Simple Volatility Momentum: When vol accelerates, trade with price direction
241	Simple Vol Ratio RF SimpleVolRatioRF.py	Simple volatility ratio strategy with Random Forest filter
242	Skew Signal Strategy SkewSignalStrategy.py	Uses Skew Signal volatility behavior to filter trades and manage risk.
243	Squeeze Breakout Strategy SqueezeBreakoutStrategy.py	A professional strategy that trades breakouts from periods of low-volatility consolidation (a "squeeze").
244	Standard Deviation Breakout Strategy StandardDeviationBreakoutStrategy.py	Breakout above SMA + 2 standard deviations.
245	Trend Volatility Strategy TrendVolatilityStrategy.py	Trend Volatility Strategy
246	Vix Bollinger Strategy VixBollingerStrategy.py	Uses Bollinger Bands to detect extension, squeeze, breakout, or reversion setups.
247	Volatility Adaptive MA Strategy VolatilityAdaptiveMAStrategy.py	Volatility Adaptive MA Strategy
248	Volatility Adaptive Quantile Channel Strategy VolatilityAdaptiveQuantileChannelStrategy.py	Volatility Adaptive Quantile Channel Strategy
249	Volatility Adaptive Trend Rider VolatilityAdaptiveTrendRider.py	A professional-grade strategy that combines a trend filter, momentum confirmation, a volatility breakout en...
250	Volatility Adjusted Breakout Strategy VolatilityAdjustedBreakoutStrategy.py	Volatility Adjusted Breakout Strategy
251	Volatility Adjusted Momentum VolatilityAdjustedMomentum.py	Volatility Adjusted Momentum
252	Volatility Adjusted Momentum RF VolatilityAdjustedMomentumRF.py	Volatility Adjusted Momentum RF
253	Volatility Adjusted Moving Average VolatilityAdjustedMovingAverage.py	Volatility Adjusted Moving Average
254	Volatility Adjusted Trailing Strategy VolatilityAdjustedTrailingStrategy.py	Implements Strategy 1 with ATR-based Trailing Stop Loss: - Signal: Price distance from EMA.
255	Volatility Breakout Pyramid Strategy VolatilityBreakoutPyramidStrategy.py	Pyramid into a breakout as volatility continues to expand.
256	Volatility Breakout Reversion Strategy VolatilityBreakoutReversionStrategy.py	Snap-back after a volatility spike.
257	Volatility Breakout Strategy VolatilityBreakoutStrategy.py	Volatility Breakout Strategy
258	Volatility Breakout System VolatilityBreakoutSystem.py	Volatility-Adjusted Breakout System with Trailing Stops Features: - Dynamic position sizing based on ATR -...
259	Volatility Clustering Reversion VolatilityClusteringReversion.py	Volatility-Clustering Reversion Strategy Detects clusters of high-volatility days and takes contrarian posi...
260	Volatility Clustering Strategy VolatilityClusteringStrategy.py	Volatility Clustering Strategy
261	Volatility Clustering Trend Strategy VolatilityClusteringTrendStrategy.py	Trade trends only in low-volatility clusters.
262	Volatility Compression Expansion Strategy VolatilityCompressionExpansionStrategy.py	Trade vol-expansion in the trend direction after a compression.
263	Volatility Contraction Breakout Strategy VolatilityContractionBreakoutStrategy.py	Break out after a Bollinger-band width percentile contraction.
264	Volatility Expansion Strategy VolatilityExpansionStrategy.py	A strategy that identifies statistical consolidation and enters on a breakout in volatility itself, confirm...
265	Volatility Filtered Ichimoku Strategy VolatilityFilteredIchimokuStrategy.py	Trades on a confirmed breakout from the Ichimoku Cloud, but only when market volatility (measured by ATR) i...
266	Volatility Mean Reversion Strategy VolatilityMeanReversionStrategy.py	Fade price moves when realized volatility spikes above its mean.
267	Volatility Normalized Trend Strategy VolatilityNormalizedTrendStrategy.py	Volatility-normalised SMA crossover.
268	Volatility Oscillator Divergence Strategy VolatilityOscillatorDivergenceStrategy.py	Volatility Oscillator Divergence Strategy
269	Volatility Ratio Strategy VolatilityRatioStrategy.py	Fixed Volatility Ratio Mean-Reversion Strategy: - Combines volatility ratio with price overextension signal...
270	Volatility Regime Momentum VolatilityRegimeMomentum.py	Volatility Regime Momentum
271	Volatility Regime Momentum Strategy VolatilityRegimeMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
272	Volatility Regime Strategy VolatilityRegimeStrategy.py	An enhanced adaptive system that uses more robust sub-strategies for each volatility regime: Elder Impulse...
273	Volatility Regime Switching Strategy VolatilityRegimeSwitchingStrategy.py	Advanced Volatility Momentum: Switches strategy based on GARCH-forecasted volatility regimes.
274	Volatility Regime Switch Strategy VolatilityRegimeSwitchStrategy.py	Switch between trend (low vol) and cash (high vol) regimes.
275	Volatility Reversal Strategy VolatilityReversalStrategy.py	A fast, responsive mean-reversion strategy that trades a two-bar climax-and-rejection pattern at the edges...
276	Volatility Risk Premium Equity Strategy VolatilityRiskPremiumEquityStrategy.py	Uses volatility state, expansion, compression, or targeting to drive trades.
277	Volatility Risk Premium Strategy VolatilityRiskPremiumStrategy.py	Uses volatility state, expansion, compression, or targeting to drive trades.
278	Volatility Skew Reversion Strategy VolatilitySkewReversionStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
279	Volatility Skew Strategy VolatilitySkewStrategy.py	Fade price when short-term vol skew steepens (realized dispersion rises).
280	Volatility Squeeze Breakout Strategy VolatilitySqueezeBreakoutStrategy.py	TTM-Squeeze style: Bollinger Bands inside Keltner Channel = squeeze.
281	Vol ATR Grid Strategy VolATRGridStrategy.py	Vol ATR Grid Strategy
282	Vol Divergence Strategy VolDivergenceStrategy.py	Vol Divergence Strategy
283	Vol Momentum Strategy VolMomentumStrategy.py	Vol Momentum Strategy
284	Vol Mom WMA Profit Target Strategy VolMomWMAProfitTargetStrategy.py	Advanced Volatility Momentum: Uses Weighted Moving Average for trend, and incorporates a fixed profit target.
285	Vol Spike Reversal VolSpikeReversal.py	Enters on a reversal candlestick pattern following a volatility spike.
286	Wilders Volatility Breakout Strategy WildersVolatilityBreakoutStrategy.py	Wilders Volatility Breakout Strategy

39 strategies

Volume, VWAP & Order Flow

#	Strategy	Summary
287	Accum Dist Divergence Strategy AccumDistDivergenceStrategy.py	Trade bullish/bearish Accumulation/Distribution divergence (TA-Lib AD).
288	Accumulation Distribution Strategy AccumulationDistributionStrategy.py	Accumulation Distribution Strategy
289	Adaptive VWAP Mean Reversion Strategy AdaptiveVWAPMeanReversionStrategy.py	Adaptive VWAP Mean Reversion Strategy Entry: Price > 2 std devs from VWAP + ADX < 20 + RSI oversold/overbou...
290	Adosc Momentum AdoscMomentum.py	Trades based on Chaikin Oscillator (ADOSC) zero line crossovers, optionally filtered by a long-term moving...
291	Advanced VWAP Regime Strategy AdvancedVWAPRegimeStrategy.py	Advanced VWAP Breakout with Regime Filter, RSI Confirmation, and Partial Profit Taking.
292	AO Divergence Swing Break EMA Filter Volume Confirm With ATR Trail AO_Divergence_Swing_Break_EMA_Filter_Volume_Confirm_With_ATR_Trail.py	AO Divergence Swing Break EMA Filter Volume Confirm With ATR Trail
293	Chaikin Money Flow Strategy ChaikinMoneyFlowStrategy.py	Chaikin Money Flow (CMF) cross of zero (TA-Lib ADOSC proxy).
294	Ease Of Movement Strategy EaseOfMovementStrategy.py	Ease of Movement (EMV) cross zero with trend filter (TA-Lib).
295	Enhanced Volume Profile Strategy EnhancedVolumeProfileStrategy.py	Enhanced Volume Profile Strategy
296	Force Index Momentum Strategy ForceIndexMomentumStrategy.py	Force Index cross of zero (double-smoothed via EMA).
297	Mfi Momentum Strategy MfiMomentumStrategy.py	Money Flow Index (MFI) cross of 50 (TA-Lib MFI).
298	Money Flow Index Strategy MoneyFlowIndexStrategy.py	Money Flow Index (14) cross of 50 with trend (TA-Lib MFI).
299	Negative Volume Index Strategy NegativeVolumeIndexStrategy.py	Negative Volume Index (NVI) confirms smart-money accumulation (TA-Lib).
300	OBV Market Regime Strategy OBVMarketRegimeStrategy.py	OBV Market Regime Strategy
301	OBV Market Regime Strategy Breakout OBVMarketRegimeStrategyBreakout.py	OBV Market Regime Strategy Breakout
302	OBV Market Regime Strategy Range Filter OBVMarketRegimeStrategyRangeFilter.py	OBV Market Regime Strategy Range Filter
303	OB Vmomentum Strategy OBVmomentumStrategy.py	OB Vmomentum Strategy
304	OBV Reversion Strategy OBVReversionStrategy.py	Trades on mean reversion signals where OBV diverges from price, confirmed by specific price action (e.g., a...
305	Obv Trend Strategy ObvTrendStrategy.py	On-Balance Volume slope trend confirmation (TA-Lib OBV).
306	Order Flow Imbalance Strategy OrderFlowImbalanceStrategy.py	Proxy buy/sell volume imbalance from candle geometry.
307	PSAR Volume Adaptive AF Strategy PSARVolumeAdaptiveAFStrategy.py	A trend-following strategy using an adaptive PSAR (AF adjusted by volatility), a volume filter for signal c...
308	Twap Trend Strategy TwapTrendStrategy.py	Time-Weighted Average Price trend (rolling typical-price SMA slope).
309	Volume Breakout Confirmation Strategy VolumeBreakoutConfirmationStrategy.py	Range breakout confirmed by above-average volume.
310	Volume Breakout Pullback Strategy VolumeBreakoutPullbackStrategy.py	Breakout + low-volatility pullback to EMA20.
311	Volume Climax Strategy VolumeClimaxStrategy.py	Volume climax + reversal candle mean reversion.
312	Volume Confirmed Bollinger Band Squeeze VolumeConfirmedBollingerBandSqueeze.py	A strategy that enters on a breakout after a period of low volatility, confirmed by a volume surge, and use...
313	Volume Price Trend Strategy VolumePriceTrendStrategy.py	Volume-Price-Trend (VPT) slope with EMA cross (TA-Lib VPT).
314	Volume Profile Poc Strategy VolumeProfilePocStrategy.py	Volume-profile Point-of-Control (POC) reclaim.
315	Volume Spike Reversion Strategy VolumeSpikeReversionStrategy.py	Volume spike + reversal candle mean reversion.
316	Volume Spike Trend Strategy VolumeSpikeTrendStrategy.py	Volume spike (>2x avg) aligned with trend direction.
317	Volume Weighted Adaptive EMA VolumeWeightedAdaptiveEMA.py	Volume-Weighted Adaptive EMA Crossover Strategy with Trailing Stop
318	Volume Weighted Ma Cross Strategy VolumeWeightedMaCrossStrategy.py	Volume-Weighted Moving Average fast/slow cross.
319	Volume Weighted Momentum Strategy VolumeWeightedMomentumStrategy.py	VWAP + volume-ROC momentum (TA-Lib for OBV-style flow).
320	VSA Ichimoku Strategy VSAIchimokuStrategy.py	VSA Ichimoku Strategy
321	VSA Order Flow Strategy VSAOrderFlowStrategy.py	VSA Order Flow Strategy
322	VSA Strategy VSAStrategy.py	VSA Strategy
323	VWAP Anchored Breakout Strategy VWAPAnchoredBreakoutStrategy.py	VWAP Anchored Breakout Strategy
324	VWAP Breakout ADX Strategy VWAPBreakoutADXStrategy.py	VWAP Breakout with ADX Confirmation Strategy Entry: Price breaks VWAP + ADX > 25 + Volume spike (1.5x avera...
325	Vwap Reversion Strategy VwapReversionStrategy.py	Reversion to rolling VWAP. Entry (long): close < VWAP * 0.99 in uptrend (SMA50 up). Entry (short): close >...

59 strategies

Machine Learning & Statistical Models

#	Strategy	Summary
326	Adaptive Fourier Strategy AdaptiveFourierStrategy.py	Adaptive Fourier Strategy
327	Adaptive Kalman Filter Strategy AdaptiveKalmanFilterStrategy.py	Adaptive Kalman Filter Strategy
328	Arima Forecast Strategy ArimaForecastStrategy.py	Uses ARIMA Forecast statistical or model-based signals for trade selection.
329	Bayesian Momentum Strategy BayesianMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
330	Bayesian Quantile Walk Forward Mean Reversion With ATR Trail BayesianQuantile_WalkForward_MeanReversion_With_ATR_Trail.py	Bayesian Quantile Walk Forward Mean Reversion With ATR Trail
331	Chaos Strategy ChaosStrategy.py	Chaos Strategy
332	Chaos Theory Strategy2 ChaosTheoryStrategy2.py	Uses Chaos Theory Strategy2 statistical or model-based signals for trade selection.
333	Copula Strategy CopulaStrategy.py	Copula Strategy
334	Decision Tree EMA Crossover ML Strategy DecisionTree_EMA_Crossover_MLStrategy.py	Decision Tree EMA Crossover ML Strategy
335	Dtw Directional Signal Plotter DtwDirectionalSignalPlotter.py	A simple strategy that just instantiates the DTW indicator for plotting
336	Entropy Information Strategy EntropyInformationStrategy.py	Entropy Information Strategy
337	Entropy Information Strategy2 EntropyInformationStrategy2.py	Uses Entropy Information Strategy2 statistical or model-based signals for trade selection.
338	Feature Selection Rf Strategy FeatureSelectionRfStrategy.py	Uses Feature Selection Rf statistical or model-based signals for trade selection.
339	Fourier Cycle Strategy FourierCycleStrategy.py	Uses Fourier cycle features to time trend or reversal entries.
340	Fourier Strategy FourierStrategy.py	Fourier Strategy
341	Garch Forecast Strategy GarchForecastStrategy.py	Uses GARCH Forecast statistical or model-based signals for trade selection.
342	Gaussian Naive Bayes Strategy GaussianNaiveBayesStrategy.py	Uses probabilistic model signals to filter or rank trade setups.
343	Gradient Boosting Trend Strategy GradientBoostingTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
344	Heston Bates Momentum HestonBatesMomentum.py	Heston Bates Momentum
345	Hjm Yield Curve Strategy HjmYieldCurveStrategy.py	Uses HJM Yield Curve statistical or model-based signals for trade selection.
346	Hmmtrend Regime Strategy HmmtrendRegimeStrategy.py	Hmmtrend Regime Strategy
347	Isolation Forest Strategy IsolationForestStrategy.py	Trading strategy that uses an Isolation Forest model to identify anomalies and generate buy/sell signals.
348	Kalman Filter Trend With Trail KalmanFilterTrendWithTrail.py	Uses KalmanFilterIndicator for signals and includes a Trailing Stop.
349	Kmeans Volatility Regime Strategy KmeansVolatilityRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
350	Knn Trend Classifier Strategy KnnTrendClassifierStrategy.py	Follows established trends with indicator confirmation and protective exits.
351	Logistic Regression Trend Strategy LogisticRegressionTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
352	Markov Switching Strategy MarkovSwitchingStrategy.py	Uses Markov Switching statistical or model-based signals for trade selection.
353	Ml Anomaly Reversal Strategy MlAnomalyReversalStrategy.py	Uses Ml Anomaly Reversal statistical or model-based signals for trade selection.
354	ML Enhanced AD Strategy MLEnhancedADStrategy.py	ML Enhanced AD Strategy
355	ML Enhanced ADX Strategy MLEnhancedADXStrategy.py	ML Enhanced ADX Strategy
356	ML Enhanced Dual Regime Weekly Strategy MLEnhancedDualRegimeWeeklyStrategy.py	ML-Enhanced Strategy that switches between trending and ranging regimes on a weekly basis, optimized for 3-...
357	ML Enhanced KAMA Strategy MLEnhancedKAMAStrategy.py	ML-Enhanced KAMA strategy with volatility bands and intelligent signal filtering.
358	ML Enhanced Keltner ADX Strategy MLEnhancedKeltnerADXStrategy.py	ML-Enhanced Keltner + ADX Strategy with Dynamic Trailing Stops.
359	ML Enhanced Rough Path Strategy MLEnhancedRoughPathStrategy.py	ML Enhanced Rough Path Strategy
360	ML Enhanced Volatility Breakout System MLEnhancedVolatilityBreakoutSystem.py	ML-Enhanced Volatility-Adjusted Breakout System optimized for 3-month data
361	ML Enhanced Volatility Momentum Strategy MLEnhancedVolatilityMomentumStrategy.py	ML-Enhanced Simple Volatility Momentum Strategy optimized for 3-month data
362	ML Enhanced VSA Strategy MLEnhancedVSAStrategy.py	ML Enhanced VSA Strategy
363	ML Trend Prediction Strategy MLTrendPredictionStrategy.py	ML Trend Prediction Strategy
364	ML Walk Forward Strategy MLWalkForwardStrategy.py	A professional ML strategy that uses a walk-forward training process to avoid look-ahead bias.
365	MTF Vol Mom Kalman Trend Strategy MTFVolMomKalmanTrendStrategy.py	Advanced Volatility Momentum: Uses Multi-Timeframe Kalman Filter for trend direction confirmation.
366	Neural Network Enhanced ADX Strategy NeuralNetworkEnhancedADXStrategy.py	Neural Network-Enhanced ADX Trend Strength Strategy optimized for 3-month data
367	Neural Network Enhanced Copula Strategy NeuralNetworkEnhancedCopulaStrategy.py	Neural Network-Enhanced Copula Strategy optimized for 3-month data
368	Online Learning Strategy OnlineLearningStrategy.py	Uses Online Learning statistical or model-based signals for trade selection.
369	Pca Kmeans Regime Strategy PcaKmeansRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
370	Random Forest Enhanced Copula Strategy RandomForestEnhancedCopulaStrategy.py	RandomForest-Enhanced Copula Strategy optimized for 3-month data
371	Random Forest Enhanced Ema Cross Strategy RandomForestEnhancedEmaCrossStrategy.py	RandomForest-Enhanced EMA Crossover Strategy optimized for 3-month data
372	Random Forest Enhanced Ma Ribbon Strategy RandomForestEnhancedMaRibbonStrategy.py	RandomForest-Enhanced MA Ribbon Pullback Strategy optimized for 3-month data
373	Random Forest Enhanced Parabolic SAR Strategy RandomForestEnhancedParabolicSARStrategy.py	RandomForest-Enhanced Parabolic SAR Strategy optimized for 3-month data
374	Rough Path Divergence Strategy RoughPathDivergenceStrategy.py	Rough Path Divergence Strategy
375	Rough Path Momentum Strategy RoughPathMomentumStrategy.py	Rough Path Momentum Strategy
376	Rough Path Momentum Strategy Adaptive RoughPathMomentumStrategyAdaptive.py	Rough Path Momentum Strategy Adaptive
377	RQA Strategy RQAStrategy.py	RQA Strategy
378	Stacked Generalization Strategy StackedGeneralizationStrategy.py	Uses Stacked Generalization statistical or model-based signals for trade selection.
379	State Space Trend Volatility StateSpaceTrendVolatility.py	State Space Trend Volatility
380	Svm Trend Strategy SvmTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
381	Volatility Ratio Indicator ML VolatilityRatioIndicatorML.py	Volatility Ratio Reversion Strategy enhanced with a Machine Learning model.
382	Volatility Ratio ML Strategy VolatilityRatioMLStrategy.py	Enhanced Volatility Ratio Strategy with ML Signal Filter: - Same core parameters as original strategy - Add...
383	Wavelet Decomposition Strategy WaveletDecompositionStrategy.py	Uses wavelet decomposition to separate trend and short-term noise.
384	Wavelet Trend Strategy WaveletTrendStrategy.py	Simple trend-follow: buy if ALL chosen wavelet levels went up since last bar, sell if they all went down.

19 strategies

Portfolio, Allocation & Multi-Asset

#	Strategy	Summary
385	Beta Neutral Strategy BetaNeutralStrategy.py	Uses Beta Neutral allocation logic to rank, rotate, or balance positions.
386	Black Litterman Strategy BlackLittermanStrategy.py	Uses Black Litterman allocation logic to rank, rotate, or balance positions.
387	Cointegration Pairs Strategy CointegrationPairsStrategy.py	Trades relative-value spread behavior between related assets.
388	Cointegration Triangular Strategy CointegrationTriangularStrategy.py	Trades relative-value spread behavior between related assets.
389	Cross Asset Momentum Strategy CrossAssetMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
390	Distance Pairs Strategy DistancePairsStrategy.py	Trades relative-value spread behavior between related assets.
391	Equal Weight Rebalance Strategy EqualWeightRebalanceStrategy.py	Uses Equal Weight Rebalance allocation logic to rank, rotate, or balance positions.
392	Inverse Volatility Weight Strategy InverseVolatilityWeightStrategy.py	Uses volatility state, expansion, compression, or targeting to drive trades.
393	Maximum Diversification Strategy MaximumDiversificationStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
394	Mean Reversion Basket Strategy MeanReversionBasketStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
395	Minimum Variance Strategy MinimumVarianceStrategy.py	Uses Minimum Variance allocation logic to rank, rotate, or balance positions.
396	Multi Factor Ranking Strategy MultiFactorRankingStrategy.py	Uses Multi Factor Ranking allocation logic to rank, rotate, or balance positions.
397	Pairs Spread Reversion Strategy PairsSpreadReversionStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
398	Quarterly Rebalance Strategy QuarterlyRebalanceStrategy.py	Trades quarterly rebalance flows with scheduled portfolio adjustments.
399	Relative Strength Pair Strategy RelativeStrengthPairStrategy.py	Trades relative-value spread behavior between related assets.
400	Risk Parity Strategy RiskParityStrategy.py	Uses Risk Parity allocation logic to rank, rotate, or balance positions.
401	Sector Relative Value Strategy SectorRelativeValueStrategy.py	Ranks or rotates sectors using relative strength or macro-style signals.
402	Sector Rotation Strategy SectorRotationStrategy.py	Ranks or rotates sectors using relative strength or macro-style signals.
403	Vol Targeting Strategy VolTargetingStrategy.py	Uses volatility state, expansion, compression, or targeting to drive trades.

29 strategies

Alternative Data, Options & Macro

#	Strategy	Summary
404	Analyst Revision Strategy AnalystRevisionStrategy.py	Uses Analyst Revision macro, options, or alternative-data signals as trade filters.
405	Carry Trade Strategy CarryTradeStrategy.py	Uses Carry Trade macro, options, or alternative-data signals as trade filters.
406	Commodity Link Strategy CommodityLinkStrategy.py	Uses Commodity Link macro, options, or alternative-data signals as trade filters.
407	Crude Trend Strategy CrudeTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
408	Currency Strength Trend Strategy CurrencyStrengthTrendStrategy.py	Follows established trends with indicator confirmation and protective exits.
409	Dividend Momentum Strategy DividendMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
410	Earnings Drift Strategy EarningsDriftStrategy.py	Uses Earnings Drift macro, options, or alternative-data signals as trade filters.
411	Economic Regime Strategy EconomicRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
412	Election Cycle Strategy ElectionCycleStrategy.py	Uses Election Cycle macro, options, or alternative-data signals as trade filters.
413	Fear Greed Index Strategy FearGreedIndexStrategy.py	Uses alternative sentiment or attention data as a trading filter.
414	Flow Of Funds Strategy FlowOfFundsStrategy.py	Uses Flow Of Funds macro, options, or alternative-data signals as trade filters.
415	Gamma Exposure Strategy GammaExposureStrategy.py	Uses options-market signals as a directional or risk-regime filter.
416	Global Macro Momentum Strategy GlobalMacroMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
417	Gold Silver Ratio Strategy GoldSilverRatioStrategy.py	Uses Gold Silver Ratio macro, options, or alternative-data signals as trade filters.
418	Google Trends Strategy GoogleTrendsStrategy.py	Follows established trends with indicator confirmation and protective exits.
419	Insider Flow Strategy InsiderFlowStrategy.py	Uses Insider Flow macro, options, or alternative-data signals as trade filters.
420	Max Pain Strategy MaxPainStrategy.py	Uses options-market signals as a directional or risk-regime filter.
421	Mercury Retrograde Vol Strategy MercuryRetrogradeVolStrategy.py	Uses volatility state, expansion, compression, or targeting to drive trades.
422	Monthly Options Expiry Strategy MonthlyOptionsExpiryStrategy.py	Trades monthly options-expiry behavior with a calendar filter.
423	News Sentiment Strategy NewsSentimentStrategy.py	Uses alternative sentiment or attention data as a trading filter.
424	Open Interest Strategy OpenInterestStrategy.py	Uses options-market signals as a directional or risk-regime filter.
425	Option Volume Strategy OptionVolumeStrategy.py	Uses volume expansion, climax, profile, or confirmation signals to filter trades.
426	Pisces2 Solar Lunar Strategy Pisces2SolarLunarStrategy.py	Uses Pisces2 Solar Lunar macro, options, or alternative-data signals as trade filters.
427	Put Call Ratio Strategy PutCallRatioStrategy.py	Uses options-market signals as a directional or risk-regime filter.
428	Sentiment Regime Strategy SentimentRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
429	Short Interest Strategy ShortInterestStrategy.py	Uses Short Interest macro, options, or alternative-data signals as trade filters.
430	Social Sentiment Strategy SocialSentimentStrategy.py	Uses alternative sentiment or attention data as a trading filter.
431	Sunspot Cycle Strategy SunspotCycleStrategy.py	Uses Sunspot Cycle macro, options, or alternative-data signals as trade filters.
432	Term Structure Strategy TermStructureStrategy.py	Uses Term Structure macro, options, or alternative-data signals as trade filters.

18 strategies

Intraday, Session & Calendar

#	Strategy	Summary
433	First Hour Momentum Strategy FirstHourMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
434	Holiday Effect Strategy HolidayEffectStrategy.py	Trades holiday effect seasonality with calendar-based entries.
435	Intraday Lunch Breakout Strategy IntradayLunchBreakoutStrategy.py	Approximated "lunch-hour consolidation" breakout on daily data.
436	Intraday Mean Reversion Strategy IntradayMeanReversionStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
437	Intraday Momentum Strategy IntradayMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
438	January Effect Strategy JanuaryEffectStrategy.py	Trades January seasonality with basic trend and risk filters.
439	Last Hour Reversal Strategy LastHourReversalStrategy.py	Trades Last Hour Reversal timing patterns with session or calendar-based rules.
440	Lunch Fade Strategy LunchFadeStrategy.py	Trades Lunch Fade timing patterns with session or calendar-based rules.
441	Opening Gap Fade Strategy OpeningGapFadeStrategy.py	Trades Opening Gap Fade timing patterns with session or calendar-based rules.
442	Opening Range Breakout Strategy OpeningRangeBreakoutStrategy.py	Intraday-style 30-bar opening-range breakout (here: first 30 bars of session).
443	Power Hour Strategy PowerHourStrategy.py	Trades Power Hour timing patterns with session or calendar-based rules.
444	Santa Claus Rally Strategy SantaClausRallyStrategy.py	Trades the Santa Claus rally window with trend confirmation.
445	Sell In May Strategy SellInMayStrategy.py	Applies a Sell in May seasonal allocation rule.
446	Session Momentum Strategy SessionMomentumStrategy.py	An intraday strategy that trades pullbacks to a fast EMA, but only during a specific, pre-defined high-volu...
447	Summer Doldrums Strategy SummerDoldrumsStrategy.py	Trades seasonal summer weakness or low-activity regimes with a calendar filter.
448	Turn Of Month Strategy TurnOfMonthStrategy.py	Trades turn-of-month seasonality using a calendar entry window.
449	Vwap Bounce Intraday Strategy VwapBounceIntradayStrategy.py	Uses VWAP as a fair-value anchor for breakout, bounce, or reversion trades.
450	Weekend Effect Strategy WeekendEffectStrategy.py	Trades weekend return patterns with time-based exits.

9 strategies

Crypto Strategies

#	Strategy	Summary
451	Crypto247 Momentum Strategy Crypto247MomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
452	Crypto Dominance Strategy CryptoDominanceStrategy.py	Trades crypto-specific trend, volatility, flow, or calendar behavior.
453	Crypto Funding Rate Strategy CryptoFundingRateStrategy.py	Trades crypto-specific trend, volatility, flow, or calendar behavior.
454	Crypto Volatility Breakout Strategy CryptoVolatilityBreakoutStrategy.py	Trades confirmed price breakouts with volatility or trend filters.
455	Crypto Volume Profile Strategy CryptoVolumeProfileStrategy.py	Uses volume expansion, climax, profile, or confirmation signals to filter trades.
456	Crypto Weekend Gap Strategy CryptoWeekendGapStrategy.py	Trades weekend return patterns with time-based exits.
457	On Chain Momentum Strategy OnChainMomentumStrategy.py	Trades directional momentum using price, indicator, or relative-strength confirmation.
458	RSI MACD Volatility Trend Mean Reversion Crypto Strategy RSI_MACD_Volatility_TrendMeanReversion_CryptoStrategy.py	RSI MACD Volatility Trend Mean Reversion Crypto Strategy
459	Stablecoin Flow Strategy StablecoinFlowStrategy.py	Trades crypto-market Stablecoin Flow behavior with volatility-aware exits.

47 strategies

Other / Specialized

#	Strategy	Summary
460	Absolute Price Oscillator Strategy AbsolutePriceOscillatorStrategy.py	Absolute Price Oscillator (APO) cross-zero with trend (TA-Lib APO).
461	Adaptive Ensemble Strategy AdaptiveEnsembleStrategy.py	Implements the Adaptive Ensemble strategy with Backtrader-compatible entry and exit rules.
462	Adaptive Sizing Strategy AdaptiveSizingStrategy.py	Implements the Adaptive Sizing strategy with Backtrader-compatible entry and exit rules.
463	Butterworth Crossover Strategy ButterworthCrossoverStrategy.py	Butterworth Digital Filter Crossover Strategy
464	Choppiness Regime Strategy ChoppinessRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
465	Confirmed MSS Strategy ConfirmedMSS_Strategy.py	An enhanced version of the Market Structure Shift strategy which adds Volume and RSI filters to confirm bre...
466	Confluence Scoring Strategy ConfluenceScoringStrategy.py	Implements the Confluence Scoring strategy with Backtrader-compatible entry and exit rules.
467	Cycle Timing Strategy CycleTimingStrategy.py	An enhanced version of the Cycle-Timing strategy that adds a macro trend filter and a momentum deceleration...
468	Drawdown Recovery Strategy DrawdownRecoveryStrategy.py	Implements the Drawdown Recovery strategy with Backtrader-compatible entry and exit rules.
469	Dual Regime Weekly Strategy DualRegimeWeeklyStrategy.py	Strategy that switches between trending and ranging regimes on a weekly basis.
470	Elders Ray Bull Power Strategy EldersRayBullPowerStrategy.py	Elder's Bull/Bear Power momentum (EMA-based).
471	Engulfing Pattern Strategy EngulfingPatternStrategy.py	A strategy that trades engulfing candlestick patterns when confirmed by an over-extended RSI reading.
472	Enhanced Elliott Wave Strategy EnhancedElliottWaveStrategy.py	Enhanced Elliott Wave Strategy
473	Ensemble Strategy With Fixed Weights EnsembleStrategyWithFixedWeights.py	Implements an ensemble trading strategy combining signals from multiple sub-models using pre-defined, fixed...
474	Ensemble Voting Strategy EnsembleVotingStrategy.py	Implements the Ensemble Voting strategy with Backtrader-compatible entry and exit rules.
475	Fractal Dimension Regime Strategy FractalDimensionRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
476	Fractal Dimension Strategy FractalDimensionStrategy.py	Fractal Dimension Strategy
477	Gap Trading Strategy GapTradingStrategy.py	Gap Trading Strategy
478	Hilbert Rsi Strategy HilbertRsiStrategy.py	Hilbert Transform Sine Wave Crossover with RSI, ATR, ADX filters.
479	Htf Alignment Strategy HtfAlignmentStrategy.py	Implements the HTF Alignment strategy with Backtrader-compatible entry and exit rules.
480	Hurst Regime Strategy HurstRegimeStrategy.py	An adaptive strategy that uses the Hurst Exponent to classify the market regime and switches between a tren...
481	Index Arbitrage Strategy IndexArbitrageStrategy.py	Implements the Index Arbitrage strategy with Backtrader-compatible entry and exit rules.
482	Laguerre Transform Strategy LaguerreTransformStrategy.py	Laguerre Transform Strategy
483	Lead Lag Strategy LeadLagStrategy.py	Implements the Lead Lag strategy with Backtrader-compatible entry and exit rules.
484	Liquidity Regime Strategy LiquidityRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
485	Momersion Strategy MomersionStrategy.py	Ehlers Momersion oscillator (momentum vs mean-reversion regime).
486	Moving Average Fan Strategy MovingAverageFanStrategy.py	Implements the Moving Average Fan strategy with Backtrader-compatible entry and exit rules.
487	Mtf Rsi Strategy MtfRsiStrategy.py	Uses RSI extremes, crosses, divergence, or filters for momentum and reversion signals.
488	Multi Filter Adaptive Pullback Strategy MultiFilterAdaptivePullbackStrategy.py	A trend-following pullback strategy with debugging output
489	Multi Strategy Blended Strategy MultiStrategyBlendedStrategy.py	Implements the Multi Blended strategy with Backtrader-compatible entry and exit rules.
490	Multi Timeframe Divergence Strategy MultiTimeframeDivergenceStrategy.py	Multi Timeframe Divergence Strategy
491	Price Action Higher Highs Strategy PriceActionHigherHighsStrategy.py	Three consecutive higher-highs + higher-lows pattern.
492	Price Rate Of Change Slope Strategy PriceRateOfChangeSlopeStrategy.py	Rate-of-change of rate-of-change (acceleration) momentum (TA-Lib ROC).
493	Rate Of Change Thrust Strategy RateOfChangeThrustStrategy.py	Rate-of-Change thrust above threshold in an uptrend (TA-Lib ROC).
494	Regime Blended Strategy RegimeBlendedStrategy.py	Switches behavior based on detected market regime or volatility state.
495	Regime Switching Strategy RegimeSwitchingStrategy.py	An advanced adaptive strategy that identifies the market regime (bull, bear, or range) and deploys a specif...
496	Relative Strength Ranking Strategy RelativeStrengthRankingStrategy.py	Implements the Relative Strength Ranking strategy with Backtrader-compatible entry and exit rules.
497	rsi mean reversion filtered rsi_mean_reversion_filtered.py	rsi mean reversion filtered
498	Seasonality Regime Strategy SeasonalityRegimeStrategy.py	Switches behavior based on detected market regime or volatility state.
499	Tenkan Pullback Strategy TenkanPullbackStrategy.py	Implements the Tenkan Pullback strategy with Backtrader-compatible entry and exit rules.
500	Three Soldiers Strategy ThreeSoldiersStrategy.py	A price action strategy that trades the 'Three White Soldiers' and 'Three Black Crows' patterns, filtered b...
501	TII Strategy TIIStrategy.py	TII Strategy
502	Triple Filter Strategy TripleFilterStrategy.py	A strategy that combines a long-term trend filter with a momentum-based entry.
503	Triple Supertrend Stack Strategy TripleSupertrendStackStrategy.py	Stack three SuperTrends; trade when all agree.
504	Vidya Crossover Strategy VidyaCrossoverStrategy.py	Barebones strategy for a VIDYA crossover system.
505	volatility adjuste moving average volatility_adjuste_moving_average.py	volatility adjuste moving average
506	Zig Zag Strategy ZigZagStrategy.py	Zig Zag Strategy

6 strategies

Optimization / Variant Modules

#	Strategy	Summary
507	Guppy Mma Strategy opt GuppyMmaStrategy_opt.py	Guppy Mma Strategy opt
508	Heston Bates Momentum opt HestonBatesMomentum_opt.py	Heston Bates Momentum opt
509	Adaptive Kalman Filter Strategy optimization_AdaptiveKalmanFilterStrategy.py	Adaptive Kalman Filter Strategy
510	Adaptive Vortex Strategy optimization_AdaptiveVortexStrategy.py	Adaptive Vortex Strategy
511	ADX Trend Strength With Filters optimization_ADXTrendStrengthWithFilters.py	ADX Trend Strength With Filters
512	BBKC Squeeze Strategy optimization_BBKCSqueezeStrategy.py	A strategy that enters on a breakout after a period of low volatility defined by Bollinger Bands being insi...

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