Neural Network RSI Divergence GU
- Experts
- Retail Trading Realities LTD
- Version: 1.3
- Updated: 18 December 2023
This is my first attempt at neural networks, I plan on making more complex versions in the future.
I recently took a neural network MQL5 course on Udemy by instructor Joy Moyo. I am learning more by reading Neural Network articles on MQL5.com by author Dmitriy Gizlyk
Neural networks made easy (Part 53): Reward decomposition - MQL5 Articles
The inputs fed into the neural networks are the RSI values observed for bullish and bearish diversion.
And also the Trend line channel gradient values.
I have used Back Propagation to automatically adjust the weights for the inputs, in real time.
The Algo explained:
- GBPUSD, M15 Chart
- Indicators used: RSI, RTR Trend Channel
- All indicators are shown.
- The neural network filters which Buy/Sell trade to take. Without it there would be a lot more trades.
- It works better with Neural Network, than without.
- Years algo profitable from: 01.01.2021 to 01.12.2023
- Profit Factor 2.37, 100% real tick back test
-
one trade executed at a time.
All you have to do is put the expert advisor on a new GBPUSD,15 minute chart.
Inputs
- You do not need to change the input values, but if you are an advanced user you can optimize yourself.
| input | Value | Description |
|---|---|---|
| Magic Number | 678910 | Expert Unique ID |
| Lot Sizes | ||
| Fixed Lot Size | 0.0 | i.e. 0.10 lots, 0.25 lots, leave as 0.0 if you do not want to use Fixed Lot Sizes. |
| Risk % | 1.0 | percent % of Account Balance risked per trade. leave as 0.0 if you do not want to use Risk %. |
| Fixed Amount Dollar | 0.0 | i.e 100=$100 US, risk a fixed dollar amount per trade, leave as 0.00 if you do not want to use |
| Stop Losses | ||
| Fixed SL in Pips | 20 | Fixed Stop Loss in Pips. |
| Use ATR Stop | false | Set to true if you want ATR Stop Loss instead of Fixed SL. Average True Range |
| ATR_SL_Multiplier | 2.5 | only works if Use ATR Stop = true; it is a multiple of the Average True Range |
| Take Profit | ||
| Profit_Mult | 9.0 | A multiple of Stop Loss, Fixed or ATR Stop, 9.0 means, 9 to 1 Reward:Risk |
| Direction - Both, Long, Short | ||
| Direction | Both | Choose a Direction, Both, Long only, Short only. |
| Custom Trade Comment | ||
| custom comment | ||
| Spread Filter | ||
| Maximum Spread | 30 | in Pippettes , trades will nor execute when spread higher than this value. Leave as 0.0 if you don't want to use a Spread Filter. |
| NEURAL NETWORK INPUTS | ||
| Coefficient | 0.1 | Do not change this, during optimizations |
| Buy Target Output | 1.0 | You can change this during optimization. |
| Sell Target Output | -0.1 | You can change this during optimization. |
| Learning Rate | 0.7 | You can change this during optimization. |
| Day of Week Filter | ||
| Sunday | true | change to false if you do not want to open trades on a day |
| Monday | true | |
| Tuesday | true | |
| Wednesday | true | |
| Thursday | true | |
| Friday | true | |
| Saturday | true | |
| Hour of Day Filter | ||
| Start operation hour | 00:00 | |
| Last operation hour | 23:00 |
