Better Strategies 5: A Short-Term Machine Learning System

It’s time for the 5th and final part of the Build Better Strategies series. In part 3 we’ve discussed the development process of a model-based system, and consequently we’ll conclude the series with developing a data-mining system. The principles of data mining and machine learning have been.

Simulated account AssetsFix Bar period 1 hour avg 87 min Simulation period As requested by some experienced traders, this EA's strategy uses its 3 built-in indicators to enhance its signals and decide to open a new order at the right time, there is an ADX indicator and you may choose its signal's strength, a parabolic SAR to help and confirm the trends and a MA to check if the prices are deviating from its patterns.

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It’s time for the 5th and final part of the Build Better Strategies series. In part 3 we’ve discussed the development process of a model-based system, and consequently we’ll conclude the series with developing a data-mining system. The principles of data mining and machine learning have been.

The output of the network is a sigmoid function since we want a prediction in the RLUs are faster and partially overcome the above mentioned backpropagation problem, but are not supported by deepnet. All these parameters are common for neural networks.

Play around with them and check their effect on the result and the training time. Properly calibrating a neural net is not trivial and might be the topic of another article. The parameters are stored in the model together with the matrix of trained connection weights. So they need not to be given again in the prediction function, neural. It takes the model and a vector X of features, runs it through the layers, and returns the network output, the predicted target Y.

Compared with training, prediction is pretty fast since it only needs a couple thousand multiplications. If X was a row vector, it is transposed and this way converted to a column vector, otherwise the nn. Use RStudio or some similar environment for conveniently working with R. Edit the path to the. If everything works, it should print something like that:. The training set is trained and the result stored in the Models list at index 1.

The test set is further split in features X and targets Y. Y is converted to binary 0 or 1 and stored in Y. We then predict the targets from the test set, convert them again to binary 0 or 1 and store them in Y. For comparing the observation with the prediction, we use the confusionMatrix function from the caret package. A lot of metrics are derived from the matrix and printed in the lines above.

This may hint that I bashed price action trading a little prematurely. R packages are occasionally updated, with the possible consequence that previous R code suddenly might work differently, or not at all. This really happens, so test carefully after any update. This is the final script for training, testing, and theoretically trading the system DeepLearn.

This is for using differently composed data for calibrating and for walk forward testing. If we used exactly the same data, the calibration might overfit it and compromise the test.

The selected WFO parameters mean that the system is trained with about days data, followed by a 25 days test or trade period. Thus, in live trading the system would retrain every 25 days, using the prices from the previous days. But this does not make much sense to me. Or if it did, and only produced positive test results with daily retraining, I would strongly suspect that the results are artifacts by some coding mistake. Training a deep network takes really a long time, in our case about 10 minutes for a network with 3 hidden layers and neurons.

In live trading this would be done by a second Zorro process that is automatically started by the trading Zorro. In the backtest, the system trains at any WFO cycle. Therefore using multiple cores is recommended for training many cycles in parallel.

Multiple cores are only available in Zorro S, so a complete walk forward test with all WFO cycles can take several hours with the free version. In the script we now train both long and short trades. For this we have to allow hedging in Training mode, since long and short positions are open at the same time. Entering a position is now dependent on the return value from the advise function, which in turn calls either the neural.

The R script is now controlled by the Zorro script for this it must have the same name, DeepLearn. Only one additional function is needed for supporting a WFO test:.

Since the models are stored for later use, we do not need to train them again for repeated test runs. Although not all WFO cycles get a positive result, it seems that there is some predictive effect.

Thus the script can remain unchanged when using a different machine learning method. If our goal had been developing a strategy, the next steps would be the reality check, risk and money management, and preparing for live trading just as described under model-based strategy development.

For this experiment you need an afternoon even with a fast PC and in multiple core mode. Network complexity clearly improves the performance, however only up to a certain point. A good result for our system is already achieved with 3 layers x 30 neurons. This is no real surprise, since for processing only 8 inputs, neurons can likely not do a better job than Our goal was determining if a few candles can have predictive power and how the results are affected by the complexity of the algorithm.

The results seem to suggest that short-term price movements can indeed be predicted sometimes by analyzing the changes and ranges of the last 4 candles. Still, I have to reconsider my opinion about price action trading. The fact that the prediction improves with network complexity is an especially convincing argument for short-term price predictability.

It would be interesting to look into the long-term stability of predictive price patterns. This takes longer time since we must use more historical data. I have done a few tests and found so far that a year seems to be indeed a good training period.

The system deteriorates with periods longer than a few years. If you have not changed any SAE parameters, look into the. Maybe something is wrong with it. Another fantastic article, jcl. Zorro is a remarkable environment for these experiments. Thanks for sharing your code and your approach — this really opens up an incredible number of possibilities to anyone willing to invest the time to learn how to use Zorro. The features range was not between I have one question: When you want R to create the features, you must still transmit the price data and the targets from Zorro to R.

So you are not gaining much. Creating the features in Zorro results usually in shorter code and faster training. Features in R make only sense when you need some R package for calculating them. Really helpful and interesting article! I would like to know if there are any English version of the book:. Please let me now when the English version is ready, because I am really interested on it. Works superbly as always. This is due to there being a function X in the dlm package, so the name is locked when the package is loaded.

Easily fixed by either renaming occurrences of the variable X to something else, or temporarily detaching the dlm package with: Thanks for the info with the dlm package. Results below were generated by revised version of DeepSignals. Reference Prediction 0 1 0 1 Results of WFO test below. Simulated account AssetsFix Bar period 1 hour avg 87 min Simulation period Sorry for being completely off topic but could you please point me to the best place where i can learn to code trend lines??

Robot Wealth has an algorithmic trading course for that — you can find details on his blog http: Hi, I think you misunderstand the meaning pretrening. See my articles https: I think there is more fully described this stage. I want to test Commission mode. I test the real trade on my interactive brokers and press the result button. Bar period 2 min avg 2 min Trade period Commission should be normally not set up in the script, but entered in the broker specific asset list.

Otherwise you had to change the script every time when you want to test it with a different broker or account. IB has different lot sizes and commissions, so you need to add the command. I test the result with Commission that seems pretty good. I run the DeepLearn. I see the logs below: Closing prohibited — check NFA flag! How to change the order size in paper trade? IB is an NFA compliant broker.

You can not close trades on NFA accounts. You must set the NFA flag for opening a reverse position instead. And you must enable trading costs, otherwise including the commission has no effect. Those account issues are not related to machine learning, and are better asked on the Zorro forum. Or even better, read the Zorro manual where all this is explained. The code is below: Let me know what you think: Hi, deep learning researcher and programmer here. I have some comments: I have also heard that ReLUs make a network so fast that you can brute force train it in some cases, with no pretraining.

But I have not yet experimented with that. The network structure must still be defined in Python, but Zorro can use the network for training and prediction. Would you do YouTube Tutorials to your work, this series of articles. And where can I subscribe this kinda of algorithmic trading tutorials.

Thanks for your contribution. I would do YouTube tutorials if someone payed me very well for them. Until then, you can subscribe this blog with the link on the right above. Why not feed economic data from a calendar like forexfactory. I suggested that several times before. This data is what makes me a profitable manual trader rookie though , if there is any intelligence in these neuronal networks it should improve performance greatly.

Some human institutional traders claim its possible to trade profitably without a chart from this data alone. Detecting static support and resistance areas horizontal lines should be superior to any simple candle patterns. It can be mathematically modeled, as the Support and Resistance indicator from Point Zero Trading proves.

Unfortunately i dont have a clue how Arturo the programmer did it. We also made the experience that well chosen external data, not derived from the price curve, can improve the prediction. I read the book German here, too and am working through your blog articles right now. I already learnt a lot and still am learning more and more about the really important stuff other than: Your mindset must be perfect and you need to have well-defined goals. I never was a fan of such things and finally I found someone that is on the same opinion and actually teaches people how to correctly do it.

So, thank you very much and thanks in advance for all upcoming articles that I will read and you will post. As a thank you I was thinking about sending you a corrected version of your book there are some typos and wrong articles here and there….

Would you be interested in that? Thank you for this interesting post. I ran it on my pc and obtained similar results as yours. Then I wanted to see if it could perform as well when commission and rollover and slippage were included during test.

I used the same figures as the ones used in the workshops and included in the AssetFix. The modifications I did in your DeepLearn.

Simulated account AssetsFix Bar period 1 hour avg 86 min Simulation period No, your results look absolutely ok. The predictive power of 4 candles is very weak. This is just an experiment for finding out if price action has any predictive power at all. Although it apparently has, I have not yet seen a really profitable system with this method. Is it still the training process in R despite the seed?

It is indeed so. Deepnet apparently uses also an internal function, not only the R random function, for randomizing some initial value.

Is it not clear for me after reading inside the package. Does that make sense? Was wondering about this point you made in Step 5: With frequently retrained models especially if using relatively short blocks of training data it is easy to train a model offline and get impressive results with data you will not have available for training in real time.

Then reality kicks in. Therefore truncating your offline training set by N bars where N is the number of bars ahead you are trying to predict may well be advisable…. I was able to run the code till neural. Thank you so much. Dear jcl, in the text you mentioned that you could predict the current leg of zig-zag indicator, could you please elaborate on how to do that?

I would never claim that I could predict the current leg of zigzag indicator. But we have indeed coded a few systems that attempted that. For this, simply use not the current price movement, but the current zigzag slope as a training target.

Which parameters you use for the features is completely up to you. Hi jcl, Nice work. I was wondering if you ever tried using something like a net long-short ratio of the asset I. But similar data of other markets, such as order book content, COT report or the like, have been used as features to a machine learning system. Thanks for the info with the SSI. Yes, additional market data can have predictive power, especially from the order book.

However we plan an own study with ML evaluation of additional data, and that might result in an article on this blog. Thanks jcl, looking forward to it! Hi Jcl, Does random forest algorithm have any advantage over deep net or neural networks for classification problems in financial data?

I make it more clear ; I use number of moving averages and oscillators slope colour change for trading decision buy -sell-hold. Sometimes one oscillator colour change is lagging other is faster etc.. There is no problem at picking tops and bottoms but It is quite challenging to know when to hold. This depends on the system and the features, so there is no general answer.

In the systems we did so far, a random forest or single decision tree was sometimes indeed better than a standard neural network, but a deep network beats anything, especially since you need not care as much about feature preselection.

We meanwhile do most ML systems with deep networks. I see thank you. I have seen some new implementations of LSTM which sounds interesting. He is using Bayesian technique gaussian process as dropout http: I downloaded forexfactory news history from Now you can do all this with Permanent CrossHairs.

Volume is an important indicator in combination with price movements. Volumes Overaverage Notifier informs you when activity is entering the market. Features This indicator is able to notify you via push notifications, alerts, sounds and emails when it is recognizing rising volume above a customizable level.

The volumes histogram is divided and colored in 4 different parts - low, normal, high and ultrahigh volume levels. Low volume zones are drawn as a rectangle into the chart. Many strategies have been developed involving TDI or similar indicators which proves it's reliability and potential profitability.

Have you been wondering, what is current speed of the market? I see the ticks jumping up and down, can I measure their speed? All these questions can be answered by TickSpeed v1. It will show you directional movement speed in ticks per second or in time defined by you!

Good for scalpers, good for long term-traders. Good for beginners, good for pros. MarketStateIndicator analyzes the depth of market and uses the obtained data to define the current market state.

As practice shows, the price moves in the direction where money can be found! In Offer state, the price usually goes up. In Demand state, it usually falls. In Balance state, the price's behavior is unclear. Since MarketStateIndicator analyzes the depth of market, it can be used only on an exchange market.

SizeOffer - Offer size. The indicator is designed to inform you about new Inside bars detected on any specified timeframes. Patterns found on the current chart are highlighted. The indicator can use alerts, email notifications and push messages to inform you. There is an extra option - a volume-based pattern selection criterion. This indicator automates the search of Inside bars and makes Price Action-based analysis of the markets much easier for you.

Input Parameters Visualization settings: Draw Mode - sets the. It is not a normal volume or other measurement indicator because IceFX VelocityMeter Mini is capable to understand market speed movements which are hidden in ticks and those valuable information cannot be read in an ordinary way from the candles. The software monitors the received ticks frequency, magnitude of change within a specified time range, analyzes these info and.

A classic pivot point indicator with three support lines, three resistance lines and history, nothing unusual here: What's different about this one is that it will show correct pivot lines on Monday if you have some weekend candles. If you want to trade in different time zone there is also the possibility to shift time hours and minutes.

Pivot points are very useful tools that use the previous bars to project support and resistance levels for future bars. So if you use them for trading it. Who will be interested in this product: The panel is designed to make managing a large number of orders as easy as managing one. The prices and stop levels are set. User can define the price valu. The pattern is made up of three price points: A pattern is considered valid when the price breaks beyond the last peak or valley, moment at which the indicator plots an arrow, rises an alert, and the trade can be placed.

Clear trading signalsCustomizable colors and sizesImplements performance statisticsCustomizable Fibonacci retracement levelsThe indicator can be used to find continuatio. Price Breakout pattern Scanner is fully automatic and powerful geometric analysis for traders and investors. It can detects following patterns automatically from your chart.

Head and Shoulder - Common tradable pattern. Double Top - When the price hits resistance level twice and decline toward the support level, the trader can anticipate sudden bearish breakout through the support level.

This Indicator is a unique, high quality and affordable trading tool because we have incorporated a number of proprietary features and a new formula. Arrows in sub-window to show strong currency momentum GAP will guide your trading!

This indicator identifies when a fast moving average MA crosses a slow moving average line. Features Can monitor all symbols visible in your Market Watch window at the same time. Apply the indicator to just one chart and instantly monitor the entire market. Monitors every timeframe, from M1 to MN, and sends you a real-time alert when a MA crossover is identified. Can use RSI as an additional trend filter. This indicator searches for candlestick patterns.

Its operation principle is based on Candlestick Charting Explained: If a pattern is detected, the indicator displays a message at a bar closure. This indicator is a complete analog of the Candle Pattern Finder indicator for MetaTrader 4 It recognizes the following patterns: Supply Demand uses previous price action to identify potential imbalances between buyers and sellers.

The key is to identify the better odds zones, not just the untouched ones. Blahtech Supply Demand indicator delivers functionality previously unavailable on any trading platform. This 4-in-1 indicator not only highlights the higher probability zones using a multi-criteria strength engine, but also combines it with multi-timeframe trend analysis, previously confirmed swings and engulfing detecto. All operations are automated.

You do not need to reflect on the eternal question of how to set up an Expert Advisor. Run the EA on an account, and it will do the rest. It has only basic parameters available. Parameters for fine tuning are built-in the c. This is visualization tool based on the Depth of Market. It works with the symbols that have the Depth of Market available.

The free demo version is: The product combines a manual trade panel with the ability to perform actions automatically in a highly configurable way. On-chart controls can be configured, such as tick boxes and buttons, so can be fully interactive.

The EA also handles money management, news events, hidden stop loss, tak. As requested by some experienced traders, this EA's strategy uses its 3 built-in indicators to enhance its signals and decide to open a new order at the right time, there is an ADX indicator and you may choose its signal's strength, a parabolic SAR to help and confirm the trends and a MA to check if the prices are deviating from its patterns.

By joining the 3 indicators' data, it is possible to calculate a good and strong trend direction, avoiding sudden marke. Functions as filter to determine setups with higher probability. Works in any pair and timeframe. Enter higher probability breakouts Watch Video: This will help avoid false moves W.

Para determinar a tendência, ele usa três médias móveis exponencialmente: Os parâmetros de entrada: Você deve otimizar somente dois parâmetros: É suficiente para optimizar o Bobra Adept somente uma vez, por exemplo para um pe.

Tick charts measure a number of transactions per bar. To give you an example if you have a tick chart, each bar measures transactions per bar and a new bar is plotted after transactions. You can choose any number of ticks per bar but most traders choose Fibonacci numbers 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, , The indicator uses tick data to plot the historical tick chart for a particular setting and real ticks for plotting live charts.

This method of calculation gives ve. One provider can copy trades to multiple receivers and one receiver can get trade from multiple providers as well. The provider can even set the subscription expiry for each receiver, so that receiver will not be able to receive the signal after that.

This indicator is based on the Random Forest machine learning algorithm, and it has been created using a software package for developing artificial intelligence systems for trading - Hlaiman EA Generator. In this version, all calculations of price patterns and generation of the indicator trade signals are performed by means of 32 Decision Trees, each of which is implemented as a separate MQL function. The number of trees may be changed during the course of further studies.

At the moment, it is d. This is a revamped indicator ColorBars. Now its color depends on close prices and not volumes. Using this indicator one can increase the width of bars; this cannot be done in the terminal. This indicator is designed to detect high probability reversal patterns: Double top and bottom patterns are chart patterns that occur when the trading instrument moves in a similar pattern to the letter "W" double bottom or "M" double top.

The patterns usually occur at the end of a trend and are used to signal trend reversals very early. What this indicator detects: This indicator detects a special form of Double Tops and Bottoms, so called Double. This indicator is based on simple ADX, but it is faster and smoother than the original indicator. The indicator is an extended version of the Alan Hull Moving Average.

You can define the price and smoothing mode for each of the inner moving averages, including the resulting one. The parameters also feature a moving average "half-period" for a broader selection of values. Parameters MainPeriod - main inner moving a. Uses an advance breakout detection algorithm based on high probability price patterns. Enter confirmed reversal setupsWatch Video: Enter higher probability breakoutsWatch Video: Click Here Features Universal compatibility to different trading systemsAnalyzes statistics of breakout signals to forecast possible targetsAver.

The indicator displays the current market information about the recent trades their direction and volume. Settings BackColor - general background color of the indicator; AboveAskBackColor - background color of the line with information about the last trade in case it was performed at the price above Ask; AboveAskFontColor - color of the text entered in the line with information about the last trade in case it was performed at the price above Ask; AtAskBackColor - background color of the.

The use of a polynomial expansion of data opens up new possibilities for analysis and decision making. But the problem of all existing algorithms is a very slow computation. The main feature of this indicator is its fast algorithm. So this is a convenient algorithm for use without the need to apply supercomputers. Beginning with the version 1.

The Expert Advisor repeats trades a preset number of times on your account. The following functions are supported: It copies all deals opened manually or by another Expert Advisor.

It is possible to increase the lot size of the signals. Copies signals and increases the lot from signals! This is not a copier for trade between terminals. A trade copier for MetaTrader is available here: It graphically displays the distribution of prices over time, as well as the value area and control value for the daily session.

The indicator operation is based on the simplest indication - price action. However, it does not use the standard indicators of the MetaTrader trading platform. The Expert Advisor trades inside a calm price channel, and trades the rebounds in the opposite direction from the channel borders.

HMA with a slow period identifies the trend, while HMA with a fast period determines the short-term movements and signals in the trend direction. The main differences from the free version: Ability to predict the probability of a trend reversal using analysis of history data. The indicator generates early signals basing on ADX reading data combined with elements of price patterns.

Works on all symbols and timeframes. The indicator does not redraw its signals. You see the same things on history and in real time. For better visual perception signals are displayed as arrows in order not to overload the chart. The indicator is a complete analogues of the Trend Monitor indicator for MetaTrader 4 Features The best results are obtained when the indicator works o.

MonsterDash Harmonics Indicator is a harmonic pattern dashboard. It recognizes all major patterns. MonsterDash is a dashboard that displays all detected patterns for all symbols and almost all timeframes in sortable and scrollable format. Users can add their own user defined patterns. MonsterDash can open and update charts with the pattern found.

Settings MonsterDash's default settings are good enough most of the time. Feel free to fine tune them to your needs. The color settings are for tho. It comes with 6 indicators: It comes with an alert that will sound whenever a new signal appears. It also features an email facility. Your email address and. Are you using too many indicators and waiting for all the signals to align before you trade?

Is the strategy too subjective that you cannot even decide what to do? Less lines, keep things simple. Smart Trader clearly shows where to Buy or Sell, where to place your stop loss and take profit l. These envelopes consist of two outer lines. Envelope theory states that the market price will generally fall between the boundaries of the envelope or channel. If prices move outside the envelope, it is a trading signal or trading opportunity.

How to trade Basically CAP Channel Trading can be used to help identify overbought and oversold conditions in a market. Trading is performed using pending orders based on breakout of price levels, where the price had slowed down during the recent time periods. It always places StopLoss.

Differences from full version: Opens only SELL positions. Broker and deposit Any 5-digit broker with low spreads and fast execution is suitable for trading. Grid Hero was strictly developed, tested and optimized using the "Reversed Sampling" development methodology based on "In-Sample" phase to and "Out-Of-Sample" phase to It has passed 13 years back test of real tick data and real variable spread with commission from It will start with Scalping Strategy.

Real is an automatic robot that trades independently determining the most important resistance and support levels. Real will trade on any charts: Martingale, averaging and other dangerous strategies are NOT used.

Real is full compliance with the FIFO method. Real is suitable for both experienced traders and beginners, more below. Real operation monitoring as well as my other products can be found here: Use a broker with good execution and with a spread of points. A very fast VPS is required, preferably with a latenc. This pattern is revealed by means of spectral analysis of the price over a long period of time and is successfully developed over a period of 20 years.

Has a built-in mechanism for calculating profits, and also closes transactions for virtual Stop Loss and Take Profit, which are more than 40 points for 4-digit quotes. The adviser works on currency pairs: Dark Hole is based on an artificial intelligence algorithm that allows to predict and anticipate the trading Signals that it uses. In this way, the expert advisor is able to get a very high-rate of winning trades. The Expert was tested on the whole available historical period of many currency pairs with exceptional results.

You can download the demo and test it yourself. My tests were performed with the re. For the last three years, I had been struggling with finding a good EA, which is able to generate consistent profit, robust, and able to survive the back-testing of 10 year period. Since I could not find one, I developed the system myself.

Its mean trades average holding time remains in seconds. EA put two stop orders1 buy stop and 1 sell top at near current price. And these two stop ordersfrequently keep modifying at predefined timer in seconds at predefined distancefrom current price. And during news events and sudden high volatility events EAtook these orders into trades.

And while a stop order becomes a trade after it secondstop order deleted. This Expert Advisor trades during a small market volatility. It tracks the price levels, then opens positions and manages them until they are closed with a profit or a small loss. You can limit the number of opened positions. Only one position can be opened on a bar. It does not use strategies like martingale, position averaging, loss overstaying, etc.

All positions are opened with fixed Take Profit and Stop Loss levels. It is possible to use a dynamic lot to increase the volume of positions. All additional stoploss mechanics can be used together. EA can be run on different symbols and timeframes but for reducing demand on computing power internal parameters are narrowed and it is highly. It opens only Buy positions. Monitoring of the paid version of SZ Scalper For opening positions, the EA uses support and resistance levels and a certain correlation of some standard indicators.

Several trading strategies are included, which can work either in combination or separately. The MetaTrader 4 Terminal. It will not trade on metals and "non-Forex" symbols due to the specifics of t. This is a fully automated free version of Pender Expert Advisor.

Trading is performed using pending orders on important price levels, where the price had slowed down during the recent time periods. Virtual StopLoss is always set. The minimum recommended depos.

This indicator is a unique, high quality and affordable trading tool because we have incorporated a number of proprietary features and a secret formula. Imagine how your trading will improve because you are able to pinpoint the exact trigger point of a new trend or scalping opportunity!

Built on new underlying algorithms it makes it even easier to identify and confirm potential trades. This is because it graphically shows whether th. The free version of the Yellow Expert Advisor works based on short-term changes in the trend, creating the price "corridor" set in the parameters. Trading is carried out at the external borders of this corridor by opening positions in different directions with different lot sizes.

Yellow Free is intended for trading any currency pair on the M5 timeframe. Not martingale, not arbitrage. It will not trade on metals and "non-Forex" symbols due to the specifics of the indicators used. Isso é uma ferramenta para aumentar o tamanho do lote de ordem com objectivo de aumentar o retorno dos investimento.

As ordens copiados têm. Synthetics EA - is an adviser that processes deals on the signal of a built-in trend indicator. Based on the trading results, according to the user's settings, the adviser makes "non-synthetic" entrances to the market - that is, the user can specify an entry after two or three consecutive losses, or vice versa entering the market only after a series of profitable trades.

The EA has numerous setting. When this sample strategy is applied, St. Order Tool is a trading assistant with a GUI panel that simplifies manual trading. It automatically calculates a lot size of a trade based on account balance, provides movable lines for setting entry, stop loss and take profit levels and at the same time it shows potential profit or loss.

The indicator uses the calculation technique of the three drawing options: The first two were proposed by Keltner, the third one - by a successful trader L. You can also search for your own best parameters of the indicator.

The upper, middle and lower bands can be colored. The indicator includes the basic analytical tool of the market moods by Keltner. How to understand the status: The EA that should be in every serious traders' toolbox. The EA is designed for manual traders of all kinds including: The EA is an auto trailing stop that automatically sets your trailing, stop loss, take profit and breakeven values whenever you enter a trade. Other features include hidden stop loss and take profit for discrete traders.

Partial take profit in two parts and chart info display. The EA works on any timefr. This dashboard software is working on 28 currency pairs. It gives a great overview of the entire Forex market. It shows Advanced Currency Strength values, currency speed of movement and signals for 28 Forex pairs in all 9 timeframes. Imagine how your trading will improve when you can watch the entire market using a single indicator on your chart to pinpoint trends and or scalping opportunitie.

No Martingale, no grid, no averaging. Fixed stop losses for every position. This is a multi symbol mean reversion system that trades during the end of NY session and start of Asian session. You only need one chart opened to trade all symbols. All genius things are elegantly simple. BF Smart Scalp EA is very simple, but it is based on the most proven trading principle since the markets exist — enter the market in the direction of a strong market impulse, after a reasonable correction is detected.

In the core of this trading principle is our deeply encoded human psychology, which will never change. This indicator is a unique, high quality and affordable trading tool because we have incorporated a number of proprietary features and a new formula. With this update, you will be able to show double timeframe zones.

All Supply Demand traders will love it. Add Tipu Panel found here and unlock the following additional features: A2SR has a special technique in determining the levels of Support demand and Resistance supply. Unlike the ordinary way that we seen on the net, A2SR has a original concept for determining SR levels.

The original technique was not taken from the internet, and it has never been published on the internet either. A2SR will auto select the SR level according to your trading style. Even though you are changing the time frame but the SR level will remain on its po. The Expert Advisor helps reduce the account drawdown. To do this, the losing deal is split into multiple small parts, each of these parts is closed separately.

The EA can interact with other experts. For example, when a certain drawdown is reached, Open Lock can disable the other expert and start working with its orders. Open lock for MetaTrader 5 is available here Methods used by the EA Locking to prevent a drawdown increase Averaging orders used to cover the loss Partial closur. No grid, no averaging, only one position at a time. This is a mean reversion strategy around the close of the New York session.

It is a very simple strategy, but still it has been successful historically. It is only designed for symbols: Because the EA will trade around the New York close time Opening and closing, Reverse and Lock.

Work with positions and orders! You are holding a unique plugin for the MetaTrader 4 terminal - virtual control panel VirtualTradePad. Expert system RaptorX works using sharp tick movements. The classic method of trading scalping. It is also worth noting that with an acceptable spread level, the bot runs any historical period on any currency pair. Testing for opening prices does not make sense, or checkpoints or all ticks. It is possible to work on accounts with a floating spread, entry into the market will occur only when the spread is lower than the level specified in the settings.

Trade copier for MetaTrader 4. It copies forex trades, positions, orders from any accounts. It is one of the best MT4-to-MT4 trade copiers today. The unique copying algorithm exactly copies all trades from the master account to your client account. The product is also noted for its high operation speed Tough error handling.

A powerful set of features. The program can be run on multiple terminal bindings. TDO is an index that measure price rate of change using the principle of "Pure Momentum". That is why technical analysis indicators like "Price Rate of Change" ROC or "Momentum" gives higher readings for ascending price movements than that given to descending ones.

TDO fixes this problem to help traders at reading momentum correctly depending on. This indicator plots a crosshair pointer in all charts of the terminal in the position relative to the active chart.

Once Pointer Sync is deactivated, the cross lines will disappear in all charts as well. You can adjust the color of the pointers and the button, the corner where the button ap. This indicator scans for you up to 30 trading instruments and up to 8 timeframes for occurrences of the high probability reversal patterns: You can get alerts via MetaTrader 4, email and push notifications at the moment when a sign.

Read the user guide To understand the concepts behind this indicator and learn to use it, kindly read this blog post. How to trade Basically CAP. Reasonable stop loss levels vary between 20 and 60 pips. You can use small fixed TP between pips or leave the exit logic to take care of the position. The exit logic is also based on the BB indicator and it will close the trade even on a loss when the price is near or breaks the opposite BB line.

This is commanded by the BandBreakExit parameter which works. Multicurrency scalper, works at night time, performing short trades during low volatility. For trading to be profitable, a broker with low night spreads is required.

M15 Working on a real account: This indicator scans for you up to 30 instruments and up to 8 timeframes for bullish and bearish divergences. You need to add the indicator only to one single chart! The indicator will then automatically scan all configured instruments and timeframes. Important Information How you can maxim. I have been developing, testing and correcting this automated scalping system for a long time: The most stable results have been achieved on currency pairs with Swiss Franc, which means higher profitability and lower drawdown as compared to other symbols.

Highlights to pay attention to 1. The utility copies trades from the signal provider accounts master accounts, one or multiple providers to unlimited number of receiver accounts slave accounts.

The provider is defined by the 'provider' parameter any combination of numbers and letters. For example, there are two providers. Run the utility in master mode on them, and set different values to the provider parameter.

On the account designated for copying these signals, run two utilities in slave mode in different windows, setti. EA Sapphire is a fully automated expert adviser that uses a model of trading at key price levels. Each market's entry point is analyzed by an advanced selection algorithm and, depending on the specified criteria, a strategy of rebound or breakout of the key level is used.

All trading positions contain a protective stop order, and also include take profit and break-even levels. The expert contains a block of trailing stop order, a flexible filter of economic news, a block of protection from incre. RSI Breakout Dashboard is a tool for multiple currency pairs analysis at the same time in terms of breakout from Oversold or Overbought Zone.

The number of displayed symbols is 30 and the name of each symbol can be edited in the parameters. Analyzer is perfect for alert notifications, push notifications and email alerts. We can also select timeframes to receive notifications from and set maximum spread, at which the notifications will come. Você usa a estratégia de Grade?

MonsterDash Harmonic Indicator is a harmonic pattern dashboard. The color settings are for thos. Trade Copier Pro é uma ferramenta poderosa para copiar remotamente comércio entre multi-contas em diferentes locais mais internet. Um provedor pode copiar comércios de multi-receptores e um receptor pode obter comércio de multi-fornecedores também.

In the auto mode, the EA finds the price consolidation areas. A position is opened once the price leaves such an area. If the position fails to be closed by a take profit and there was a crossing of the consolidation zone from the opposite side, the EA will open a locking position with an increased volume.

In the recovery mode, the user opens the first order using t. And during the news, some would move pips but some would only move pips? This is the key to the newly developed "28 pairs" True Currency Strength Meter. During the release of economic news, the price can overcome tens of pips only in the first minute after the release. News Robot MT4 is designed to trade on news using market and pending orders. The time of news release can be entered manually or downloaded from investing.

Prior to the news, the price of pending orders varies depending on the current price of the instrument. When one of the orders is triggered, the second.

A very powerful and user friendly tool to create new orders and manage open positions. Easily create new market or pending orders with automatic stop loss, take profit and automatic calculated or fixed lot size. Just move the entry, stop loss and take profit levels on the chart to the desired values and enter the risk as an absolute value, as percent of your equity or directly as fixed lot size. This tool automatically shows you the possible profit and loss and can open a market or pending orde.

The Volume Scalping Dashboard is a new instrument very suitable for a short-term operation and very fast. This Expert Advisor is designed to simplify the fast reading of the charts. The buttons with the currency names if clicked allow you to change graph quickly.

There is the possibility to enter up to 28 symbols will be analyzed according to our calculation method. The expert is equipped with Automatic Stop loss and Take Profit in order to speed up the trading operations. It is also possibl. The OandaX product series is designed to display additional data on orders and positions provided by the Oanda FxLabs service.

It is similar to Download Manager but provides data with a delay for a day. The EA uses WebRequest. The Expert Advisor repeats trades and positions a preset number of times on your account.

This is not a copier for deals between terminals. CAP Zone Recovery EA is your tool to turn losing trades into winning trades by using a smart "back-and-forth" hedging mechanism. I call it the "Never Lose Again Strategy". Currency Strength Matrix CSM is an indicator that will show you the current strength of the major currencies in several timeframes, allowing you to sort the currencies for strength and spot possible trading setups. This indicator is ideal for scalping and in all those events of sudden big moves.

How does it work? The CSM compares the value of the current moving average with the same moving average in the previous candle for all the 28 pairs and all 9 timeframes, producing a Matrix of Strengt. The EA is based on the breakdown of local extrema, with adaptive support of transactions.