by 
This overlay strategy combines a machine-learning distance model with a MACD oscillator to open trades on the price chart. It compares recent history using cosine similarity or Euclidean and Lorentzian distance, then filters direction with selectable moving-av
Strategy · Pine Script v5 · On the chart
MACD NN Weighted Strategy
Calculates MACD line and signal line differences, passing current and previous deltas through a two-layer neural network model with ReLU activation functions.
GitHub stars42on the repository
Pine versionv5runs as is
Lines of code86
Settings21inputs
LicenceNone stated
Last update2 months ago27 Aug 2026
Add It to Your TradingView Chart
- 1Copy the scriptPress Copy script above. It reads the file straight from GitHub.
- 2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
- 3Paste over the templateCreate a new strategy, select all of the template text and paste. Press Save and give it a name.
- 4Add it to the chartPress Add to chart. The trades and results appear in the Strategy Tester tab; adjust the settings with the gear icon.
Source Code
The code stays on GitHub. The author has not published this script under an open licence, so ForexR does not show its code. Copy script reads the file straight from GitHub into your clipboard, so you can still try it on your own chart. Ask the author before reusing the code anywhere else.
Overview
User-configurable weights, biases, and threshold values determine output classification signals. The strategy enters long or short positions when the network output crosses the defined threshold, automatically closing opposing trades. It draws buy and sell signal shapes directly on the main price chart. The strategy does not include hard stop-loss or take-profit risk management exits.
- Two-layer neural network model with ReLU activation
- MACD histogram delta feature calculation
- Customizable weights and bias input parameters
- Buy and sell signal shape markers overlaid on price chart
Details
Published by
skywalker0803r on GitHub
Type
Strategy, Pine Script v5
Draws
On the price chart
Category
AI / machine learning, Oscillators & momentum, Moving averages
Markets
Crypto
Timeframes
Any timeframe
Risk Notes
- The strategy enters trades without a stop loss
Settings
The inputs you can change from the gear icon on the chart. Defaults are the author's.
| Setting | Type | Default | Variable |
|---|---|---|---|
| Fast EMA | int | 12 | fastLength |
| Slow EMA | int | 26 | slowLength |
| Signal EMA | int | 9 | signalLength |
| W1[0,0] | float | 1 | w1_0 |
| W1[0,1] | float | 0 | w1_1 |
| W1[1,0] | float | -1 | w1_2 |
| W1[1,1] | float | 0 | w1_3 |
| W1[2,0] | float | 0 | w1_4 |
| W1[2,1] | float | 1 | w1_5 |
| W1[3,0] | float | 0 | w1_6 |
| W1[3,1] | float | -1 | w1_7 |
| b1[0] | float | 0 | b1_0 |
Show all 21 settings
| Setting | Type | Default | Variable |
|---|---|---|---|
| b1[1] | float | 0 | b1_1 |
| b1[2] | float | 0 | b1_2 |
| b1[3] | float | 0 | b1_3 |
| W2[0] | float | 1 | W2[0] |
| W2[1] | float | -1 | W2[1] |
| W2[2] | float | -1 | W2[2] |
| W2[3] | float | 1 | W2[3] |
| b2 | float | 0.0 | b2 |
| Threshold | float | 0.0 | threshold |
Third-party code. ForexR did not write, test or endorse this script, and the summary above was generated automatically from its code and README. Indicators describe the past, and a strategy's backtest can look better than live trading, especially when a script repaints. Check it in the Strategy Tester and on a demo account before you rely on it.
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