Сhanges and improvements have been made in the version 6.18 (C118).
Details:
1. The indicator has been completely redesigned.
2. New neural network architecture (NN).
Convolutional layers have been added.
Improved architecture of hidden layers.
Now the structure of the NN is set by fixed values.
Added PreSets of the NN structure. It is configured using the input parameter'PreSet'. If'PreSet' = 'CUSTOM SET', then the structure is configured manually using a group of input parameters"Custom Set".
3. The MTF mode has been removed. This is done to improve the performance and stability of calculations.
4. Optimized calculations. Accelerated.
5. The learning system has been improved.
An adaptive learning system has been implemented.
The learning process has been optimized.
Now the learning process is saved when the indicator is restarted. This allows you to continue training the indicator after it is restarted.
New parameters for learning: 'Signal Mode'- signal calculation method (for line color, arrows and learning). Options: 'Direction (MA line)'- the line direction is used. 'Crossing (Price with MA line)'- the intersection of the bar closing price with the MA is used.
'Criterion(for Quality)'- criteria for learning (adapting process). Options: 'Balance max'- the learning system will strive to optimize net profit. 'Profit Factor max'- the learning system will strive to optimize the profit factor. 'Recovery Factor max'- the learning system will strive to optimize the recovery factor.
6. The "Deep" algorithm has been improved.
Unnecessary parameters have been removed.
New parameter'Sensitivity in % [1...100]'- the sensitivity of the MA period change. More precisely, it is the rate of change. The lower the value, the slower the MA period will change. Use to avoid fast changes of the MA line.
New parameter'Period(in bars) for Re-Adapt(0-Adapt once)'- time period (number of bars) for automatic start of repeat learning (adaptation).
New parameter'Maximum Iterations [1...)'is the maximum number of iterations for the running learning process (adaptation).
Now the MA period is set through the minimum and maximum values. For reference: if'Minimum Period [1...)' = 'Maximum Period [1...)', then the "Deep" algorithm will not be activated and the training system (adaptations) will not be used.
7. Improved visual panel.
Visual improvements.
Increased functionality.
Added more visual information.
A button has been added for manually stopping the learning process (adaptation), as well as for starting the learning process (adaptation) again.
'Signal Mode' - signal calculation method (for line color, arrows and learning). Options: 'Direction (MA line)' - the line direction is used. 'Crossing (Price with MA line)' - the intersection of the bar closing price with the MA is used.
'Criterion(for Quality)'- Criterion for learning (adapting process). The panel shows the quality of the working neural network. Options: 'Balance max'- Learning system will strive to optimize Net Profit. 'Profit Factor max'- Learning system will strive to optimize the Profit Factor. 'Recovery Factor max'- Learning system will strive to optimize the Recovery Factor.
'Number of Bars [1...)'- Number of bars to learn and display lines, arrows, etc. Only the last available bars are used.
Moving Average
*For reference: if Min. parameters value = Max. parameters value, then the "Deep" algorithm will not be activated and the learning system (adapt) will not be used.
'Minimum Period [1...)'- The minimum period of the Moving Average.
'Maximum Period [1...)'- The maximum period of the Moving Average.
'MA Method'- The calculation method of the Moving Average .
'MA Price'- Price that will be used for the Moving Average, signals(line color, arrows), learning system.
Deep Algorithm
'Power in % [1...100]'- Performance adjustment. With this parameter you can set the percentage of used resources that the indicator will use in calculations.
'Sensitivity in % [1...100]'- Sensitivity of the indicator lines. More precisely, it is the rate of change. The lower the value, the slower the indicator lines will change. Use to avoid fast changes of the indicator lines.
'Period(in bars) for Re-Adapt(0-Adapt once)'- Time period (number of bars) for automatic start of repeat learning (adaptation). It is needed in order for the learning system to be continued. After the learning (adaptation) stops, it can start again itself after the specified number of bars.
'Maximum Iterations [1...)'- The maximum number of iterations for the running learning process (adaptation). When the number of iterations reaches this value, then the process stops.
Neural Network
PreSet'- Use this to use the preset neural network configuration.
Custom Set
The following parameters if used if'PreSet'='CUSTOM SET'!
'Sensors [1...)'- Number of sensor neurons. This is the size of the sensor layer.
'Conv: Layers [0...)'- Number of convolution layers. If = 0, then the convolution layers are not used!
'Conv: Neurons in Layer [1...)'- Number of neurons in the convolutional layer.
'Hidden: Layers [1...)'- Number of hidden layers.
'Hidden: Neurons in Layer [1...)'- Number of neurons in the hidden layer.
Visual Info
'Graphic objects prefix name'- Graphic objects prefix name. Use this if you want to run multiple copies of this indicator on the same chart. The value of this parameter must be different for each copy, so that the graphical panel does not conflict between the running copies of the indicator.
'Show Arrows'- Show signal arrows.
'Starting Bar for Arrows'- From which bar arrows can be drawn. Options: 'Current Bar'- Arrows are drawn from the current bar. 'Closed Bar'- Arrows are drawn from the last closed(formed) bar (use this to wait for more stable arrows).
Panel
'Show Panel'- Display the control panel on the chart.
'X Offset'- Horizontal offset (in pixels) of the starting position.
'Y Offset'- Vertical offset (in pixels) of the starting position.
'Size Multiplier'- Panel size multiplier.
'Transparent % [10...100]'- Percentage of panel transparency.
Notify
'Use Prefix Info'- If = true, then the value of the input parameter'Graphic objects prefix name'will be added to the notification description.
'Use Currency Pair Info'- If = true, then the chart Symbol (Currency Pair) name will be added to the notification description.
'Use Chart Period Info'- If = true, then the chart Time Frame will be added to the notification description.
'Alerts?'- If = true, when a new signal appears or signal changes, there will be a notification about it in the "Alert" window.
'Play Sound?'- If = true, when a new signal appears or signal changes, then the sound will be played.
'File Name for Sound'- specify the name of the sound file to play.
'Send To Mail?'- If = true, when a new signal appears or signal changes, an email will be sent. (The email address can be specified in the MetaTrader settings)
'Mail Header'- Specify the email title.
'Notifications?'- If = true, when a new signal appears or signal changes, there will be a push notification.
Сhanges and improvements have been made in the version 6.18 (C118).
Details:
1. The indicator has been completely redesigned.
2. New neural network architecture (NN).
It is configured using the input parameter 'PreSet'.
If 'PreSet' = 'CUSTOM SET', then the structure is configured manually using a group of input parameters "Custom Set".
3. The MTF mode has been removed. This is done to improve the performance and stability of calculations.
4. Optimized calculations. Accelerated.
5. The learning system has been improved.
- An adaptive learning system has been implemented.
- The learning process has been optimized.
- Now the learning process is saved when the indicator is restarted. This allows you to continue training the indicator after it is restarted.
- New parameters for learning:
- 'Criterion(for Quality)' - criteria for learning (adapting process).
6. The "Deep" algorithm has been improved.'Signal Mode' - signal calculation method (for line color, arrows and learning).
Options:
'Direction (MA line)' - the line direction is used.
'Crossing (Price with MA line)' - the intersection of the bar closing price with the MA is used.
Options:
'Balance max' - the learning system will strive to optimize net profit.
'Profit Factor max' - the learning system will strive to optimize the profit factor.
'Recovery Factor max' - the learning system will strive to optimize the recovery factor.
- Unnecessary parameters have been removed.
- New parameter 'Sensitivity in % [1...100]' - the sensitivity of the MA period change. More precisely, it is the rate of change. The lower the value, the slower the MA period will change. Use to avoid fast changes of the MA line.
- New parameter 'Period(in bars) for Re-Adapt(0-Adapt once)' - time period (number of bars) for automatic start of repeat learning (adaptation).
- New parameter 'Maximum Iterations [1...)' is the maximum number of iterations for the running learning process (adaptation).
- Now the MA period is set through the minimum and maximum values. For reference: if 'Minimum Period [1...)' = 'Maximum Period [1...)', then the "Deep" algorithm will not be activated and the training system (adaptations) will not be used.
7. Improved visual panel.Description of the input parameters.
Options:
'Direction (MA line)' - the line direction is used.
'Crossing (Price with MA line)' - the intersection of the bar closing price with the MA is used.
Options:
'Balance max' - Learning system will strive to optimize Net Profit.
'Profit Factor max' - Learning system will strive to optimize the Profit Factor.
'Recovery Factor max' - Learning system will strive to optimize the Recovery Factor.
Moving Average
*For reference: if Min. parameters value = Max. parameters value, then the "Deep" algorithm will not be activated and the learning system (adapt) will not be used.
Deep Algorithm
Neural Network
Custom Set
The following parameters if used if 'PreSet' = 'CUSTOM SET'!
Visual Info
Options:
'Current Bar' - Arrows are drawn from the current bar.
'Closed Bar' - Arrows are drawn from the last closed(formed) bar (use this to wait for more stable arrows).
Panel
Notify