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Every way to smooth price: SMA, EMA, HMA, adaptive averages and crossovers. 39 scripts written in Deepwick Script, a subset of Pine Script.
39 public scripts
Two Hull Moving Averages crossed against each other — both fast and almost lag-free. A non-trendline crossover that catches turns without the usual SMA drag. - Default 9/21 looks like an SMA 14/28 but turns ~3 bars sooner. - Raise both lengths for steadier swings; the sqrt(N) kernel keeps lag low. - Excellent on crypto and indices where lag kills entries.
Low-lag Triple EMA crossover: TEMA removes the lag of the underlying three-stage EMA cascade. Faster turns than EMA or SMA at the same length. - Best as the fast leg of a crossover pair against a slower EMA. - Lower Fast for tighter entries; raise Slow to anchor the trend filter. - Pair with an ADX 20 filter to skip chop.
The textbook golden/death cross strategy: long when a fast SMA crosses above a slow SMA, exit on the reverse. Slow equal-weight averages smooth through noise better than EMAs but lag more. - 50/200 is the iconic daily pair; 20/50 for shorter timeframes. - Higher Slow means bigger swings and fewer trades. - Combine with a volume filter for cleaner breakouts.
Long-only EMA crossover: enter when the fast EMA crosses above the slow EMA, exit on the reverse cross. The two EMAs are plotted on the chart for visual confirmation. - 9/21 is the classic short-term pair; 20/50 swings between days. - Raise the gap for fewer, larger signals; tighten it for faster flips. - Combine with an ATR-based stop or a higher-timeframe trend filter.
Multi-MA Composite — Wilder-smoothed MAs at 20 / 50 / 200 plotted together. A fan-pattern (faster MAs above slower) flags the trend and confirms breakouts; the 200-MA is the long-term regime line. - Buy when 20 50 200 and pullback to 20 holds. - Sell on 20 crossing below 50.
Ehlers Hilbert Trendline — a simple weighted moving sum that approximates the in-phase component of the Hilbert transform. Smoother than a 4-bar SMA, with no lag amplification. - Overlay the trigger (just the 2-bar projection of price) for entry signals. - Cheaper to compute than the full Hilbert engine.
Ehlers MESA Adaptive Moving Average (MAMA / FAMA) — the first derivative of the dominant cycle phase. MAMA tracks price, FAMA is the slower confirmation; MAMA FAMA = trend up. - alpha controls the maximum adaptation speed; smaller = more conservative. - Best on volatile instruments where standard MAs lag too much.
Ehlers Instantaneous Trendline (ITrend) — a low-lag trend line from a 3-pole IIR filter; smoother than an EMA at the same length but adapts to volatility through alpha. - Buy when price crosses above the trigger (the 2-bar-prior price projection). - The line flips direction faster than a 50-EMA.
Pivot Trend Filter layers a daily standard pivot over a mid-period trend MA and tints the background when price is above PP and the MA slopes up — i.e., trend and structure agree. - Removes chop signals that fight the trend. - Use the green tint as a long bias, red tint as a short bias, neutral as no-trade.
Gann HiLo Activator switches its value between yesterday's low (uptrend) and yesterday's high (downtrend) based on where the SMA of close sits. A clean trailing-stop line. - Long when the line is below price and the SMA is rising; short when above and falling. - Used by Gann followers as both entry trigger and trailing exit. - Pair with a longer-term trend filter for swing trades.
Linear Regression curve fits a straight line to the last N closes — the cleanest trend line you can draw programmatically. - Price above the line = bullish bias, below = bearish bias. - Touches of the line often act as dynamic support/resistance. - Combine two regressions of different windows for a ribbon.
Rainbow Oscillator compares the 2-EMA to the 10-EMA and expresses the difference as a percentage of the slow average. Acts as a fast trend ribbon gauge. - Crosses zero mark ribbon flips; positive = bullish stack, negative = bearish. - Useful as a regime filter for shorter-term entries.
PVI with Moving Average adds a smoothed baseline on top of the Positive Volume Index — the standard 'above MA = trend up' read for the volume axis. - PVI above its own MA = crowd participation supporting the move. - PVI below its own MA = crowd participation fading; treat rallies cautiously.
Rolling VWAP is a moving-window equivalent of the anchored VWAP — useful when the platform doesn't reset the session (crypto, FX). - Compare the rolling VWAP to the live VWAP for a clean 'is price trending relative to its recent volume-weighted path' read.
Double Smoothed EMA (DSEMA) is two EMAs back-to-back with a lag-cancelling combination. Tighter than a plain EMA at the same length, simpler than DEMA/TEMA. - Use as the fast leg in a crossover with a slower MA. - Raise N to slow the line, lower it for tighter turns. - Pairs well with an ADX 25 filter.
Adaptive Laguerre Filter is John Ehlers' Laguerre-inspired cascade — four cascading IIR filters with a gamma decay factor blend into a single smooth, low-lag line. The crossover with the trigger is a popular signal. - Default gamma = 0.8 is widely used; raise toward 1 for smoother output. - Crossover of price vs Laguerre is the canonical entry signal. - Excellent on noisy intraday data and crypto perpetual futures.
Modular Filter is the simplest single-pole low-pass smoother: each bar is the previous output plus half the change from price. Cute for showing how a moving-average kernel works — and surprisingly useful on highly smoothed inputs. - Cutoff is fixed; treat it as a learning toy or sanity baseline. - Great for visualizing the gap-filler problem an EMA solves. - Not recommended for production signals.
Fractal Adaptive Moving Average (FRAMA) estimates the local Hurst exponent via the ratio of half-window to full-window ranges and sets an EMA smoothing constant from it. Very smooth in trends, very flat in ranges. - Use a even Length (default 16) so half/quarter ranges are integers. - Best on noisy intraday charts and on assets with frequent regime shifts. - Excellent as a slow leg in a crossover system.
Variable Index Dynamic Average (VIDYA) adapts its smoothing constant to a CMO-style volatility index. Faster than an EMA in trends, calmer in chop — a popular alternative to KAMA. - Use as a single-line trend filter that auto-adjusts. - Raise N to slow its adaptation; lower it to react faster. - Pair with a band or ATR stop for adaptive trend entries.
End-Point Moving Average (EPMA) projects a least-squares regression line forward by N-1 bars to the current bar. The line is leading relative to price during trends, so it acts as a smooth future-line reference. - Use as a dynamic S/R level on the current bar. - Raise N for a more anchored projection; lower it for a closer fit. - Combine with a slower MA to trade EPMA re-runs.
Median Moving Average replaces the mean with the median of the last N bars. Robust to outlier prints — a wick or flash spike barely moves the line. - Cleaner than an SMA when markets whip around. - Excellent on crypto where wicks dominate candles. - Raise N for ultra-stable S/R; lower it for tight swing tracking.
Linear Regression Moving Average fits a least-squares line through the last N bars and plots its current value. Smoother than an EMA with comparable length and slightly leading in trends. - Less lag than SMAs/EMAs, ideal for trend-confirmation crossovers. - Raise N for smoother trend lines; lower it for faster turns. - Best on trending assets; produces odd signals in tight ranges.
Smoothed Moving Average (SMMA) is Wilder's smoothed average: each bar's value is the previous bar's value plus a fraction of the change. Seeded from an SMA, it converges faster than a triangular MA at very long lengths. - Very smooth line, great for the slow leg of long-term crossovers. - The kernel inside ATR and several other Wilder indicators. - Raise N for ultra-smooth swings; lower it for faster adaptation.
Triangular Moving Average (TRIMA) is an SMA of an SMA — the kernel is triangular (peaked in the middle of the window) so it removes more noise than a single SMA at the same length. - Smoother than a plain SMA but slower. - Excellent S/R line for swing trading on 4h/daily. - Raise N for very smooth swings, lower it for cleaner cycles.