This indicator implements a K-means clustering algorithm in Pine Script to partition two-dimensional data points into user-defined clusters. It features an internal pseudo-random number generator for centroid initialization and computes Euclidean distances acr
Indicator · Pine Script v4 · On the chart
Machine Learning: Perceptron-based Strategy
Machine Learning: Perceptron-based Strategy is a Pine Script overlay indicator intended to implement a simple perceptron machine learning model for signal generation.
GitHub stars114on the repository
Pine versionv4older, still runs
Lines of code7
Settings0inputs
LicenceNone statedfile: MPL-2.0
Last update1 year ago7 Nov 2024
Add It to Your TradingView Chart
- 1Copy the scriptPress Copy script above, or the copy button on the code below.
- 2Open the Pine EditorOpen a TradingView chart and choose Pine Editor at the bottom of the screen.
- 3Paste over the templateCreate a new indicator, select all of the template text and paste. Press Save and give it a name.
- 4Add it to the chartPress Add to chart, then adjust the settings with the gear icon next to its name.
Source Code
7 lines of Pine Script v4 from scripts/100-ML-Perceptron-based-Strategy-(v2).pine, published under MPL-2.0 (file header). Keep the author's credit and licence lines when you reuse it.
// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © capissimo
//@version=4
study('Machine Learning: Perceptron-based strategy (v.2)', '', true)
deleted 07-04-2024
Overview
However, the author deleted the underlying script logic from the source file, leaving only the study declaration header. As a result, the script performs no calculations, produces no plots or signals, and includes no customizable settings. It remains in the repository as a historical placeholder without functional trading or analytical features.
- Perceptron machine learning concept
- Pine Script version 4 study template
- Overlay price chart display setting
Details
Published by
capissimo on GitHub
Type
Indicator, Pine Script v4
Draws
On the price chart
Category
AI / machine learning
Markets
Any symbol
Timeframes
Any timeframe
Risk Notes
No repainting, lookahead or stacked entries were found in its code or README. That says nothing about how well it works: test it first.
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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