Esqvair_1

Esqvair's Neural Reversal Probability Indicator

Introduction

Esqvair's Neural Reversal Probability Indicator is the indicator that shows probability of reversal.

Warning: This script should only be used on 1 minute chart.

How to use

When a signal appears (by default it is a green bar), a reversal should be expected.
The signal appears when the indicator value >= Threshold.
If you want more signals, you must lower the threshold, if less, you must increase the threshold.
For some assets, like Forex pairs, you have to optimize the threshold yourself, but for most stocks, the default threshold works well.
How well a threshold fits an asset depends on the volatility of the asset.
For most assets, the indicator ranges from 35 to 75.

Settings

Smoothing - The default is 1, which means no smoothing. Indicator smoothing by SMA .
Threshold - default 71.0 is responsible for the occurrence of signals, read "How to use" part to learn more

The Indicator

This indicator is a pre-trained neural network that was trained outside of TradingView and then its structure and weights values ​​were converted to PineScript.
Warning: A neural network is a black box in the sense that although it can approximate any function, studying its structure will not give you any idea about the structure of the function being approximated.

Possible questions
Why does the indicator value most time range from 35 to 75 when the probability should ranges from 0 to 100?
-Due to some randomness in the markets, a neural network can never be 100% sure.
What data was used to train the neural network?
-This was BTCUSD 1 minute chart data from 02/05/2020 to 02/05/2022.
Where did you train the neural network and convert it to PineScript?
-I used a programming language that I know.
开源脚本

本着真正的TradingView精神,该脚本的作者将其开源发布,以便交易者可以理解和验证它。为作者喝彩!您可以免费使用它,但在出版物中重复使用此代码受网站规则的约束。 您可以收藏它以在图表上使用。

免责声明

这些信息和出版物并不意味着也不构成TradingView提供或认可的金融、投资、交易或其他类型的意见或建议。请在使用条款阅读更多信息。

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