Different brokers and sources can now be used for trading, live prices, and historical prices through the Symbol syntax. The Z10 system now automatically rebalances the cryptocurrency positions in trade mode. The Binance and Bitfinex cryptocurrency exchanges are now directly supported. The FXCM plugin now also downloads bid prices in.
The marketVal function now supports bid-ask spread from bid prices in. The contractCPD function can be used for predicting the underlying price from option prices. For finding a particular value in a time series, use the findIdx function. The suspended function returns the current trading permission. Changed margin costs of open positions are now considered in the backtest.
On no-leverage accounts, the ROI return on investment is displayed at the end. The contractNext function allows to enumerate contracts by their strike value. The NFA flag does not prevent partially closing trades anymore. The filter and renorm functions can be used for array filtering and normalization.
The contractStrike function calculates a strike price from Delta. The TradeIsMissed status can be used for generating adaptive orders. The TradeTest script now supports adaptive entries and exits. BarMode flag 16 suppresses bars outside market hours. The results function can sum up the results of the last N trades by several criteria. Selecting an account from the account list now also changes the assets in the Asset scrollbox.
The broker interface now supports UUID strings to identify trades. The Bittrex plugin is included in the beta version Zorro S. For quicker finding a function, a list by category was added to the manual. The dataFromQuandl function now automatically adjusts timestamps by 16 hours.
Datasets can be truncated with dataClip. The Z3 system is now included in the free Zorro version. Crypto history in day, hour, or minute resolution can be downloaded from CryptoCompare Zorro S. Selecting an asset with the scrollbox now triggers the click function. The selected asset can be evaluated with the AssetBox string.
The sftoa function can display prices with an adaptive number of digits. The Coinigy plugin is included in the beta version Zorro S. Coinigy allows algorithmic trading with many digital currency exchanges. The new History script displays the content of.
The [Edit] button now also opens the asset list after a test if the script used special assets. Portfolio weights can be generated with the distribute function. The ContractRow variable allows easy expansion of option contracts with further fields in an extra dataset. Colors can be made brighter or darker with colorScale. A negative Capital amount allows backtests without margin call detection. The stridx function can be used for indexing arrays or datasets with asset or algo names.
A page about Broker Arbitrage was added to the manual. The dnorm function returns the probability of a variable in a Gaussian distribution. The strtr function returns a string identifying a trade. The currency symbol and number of decimals for account values can now be set up with the account list 1.
The fill status of a trade can now be returned with the BrokerTrade function. The MTR4 bridge has been modified accordingly. Limiting trades to local market hours can now be set up in the BarMode variable. Panel cells can be merged with panelMerge. The stop distance of pool trades can be set with StopPool. The Download script was pimped up.
It is now easier to use and offers more features. Perceptrons with an analogue output can now be generated. The start date of the Z8 and Z9 systems is now automatically adapted to the availability of historical data. Unix time stamps in milliseconds are now supported for dataParse 1. Since Support got permanently complaints by former MTR4 users about the 'wrong lot size', position sizes can now be given as Amount , similar to MTR4 lots. Broker connections can now be set up per asset in the asset list , allowing simultaneous connection to several brokers Zorro S.
The PercentRank function was added. Option history files in. A cheat sheet with often used codes was added to the manual. The Zorro panel can now be resized, allowing more space for the message window. The -stay command line option leaves the Zorro window open after running a script.
The Cold Blood Index has been implemented through the verify function. It is now displayed every day in live trading by the Z systems. Log files from strategy variants can be more conveniently compared by numbering them with LogNumber. Plot curves are now automatically exported to spreadsheets in the CSV format.
The Margin and Risk sliders of the Z strategies have been replaced by a Capital slider similar to Z8. The Z8 system got several improvements heatmap display, sell priority, weight adaption. The advise function now accepts signals in an array with arbitrary length. The generated perceptron, decision tree, and price pattern rules use now double precision variables. Zorro now distinguishes rejected Pool Trades from externally closed Pool Trades. The Payoff script can be used for calculating profit diagrams of option combinations.
The assetList function now also sets the Asset scrollbox to the selected asset list. The Stoch function now also supports variable time frames. AssetMarket can be used for skipping all bars outside market hours in local time. Z8 was changed to trade not anymore at a fixed day of the month. The next trading day is now displayed in trade mode. The callback function can be called from the broker plugin , allowing the script to react immediately on certain API events.
In HFT mode , high frequency trading systems can be simulated with pre-set lag. Various plot flags can be set with the PlotMode variable. A StopFactor can now be determined for the Z systems and allows disabling broker stops. Text can now be assigned to the [Result] button with panelSet. The IB plugin now supports trade volume also in live data. Seconds in. A new lowpass filter function was added that does not use a series.
A user-developed Dukascopy plugin has been included. Up to 8 additional asset specific values or strings can be stored in the asset list. The contract functions are for trading and analyzing options and futures. Real money accounts can now be connected in read-only mode with an account list. Historical data is now stored in noncompressed format by default.
Prices are now stored with 5 digits precision in the trade spreadsheet. Option trades are now based on the real options ask price instead of the extrinsic price. The between function now also works for cyclic ranges. PlotPeriod sets the update rate of the chart on the trade status page. The OrderLimit variable allows sending limit orders for filling with best price within a time period.
The season indicator can be used to predict price movements based on seasonal strength. Assets can now be excluded from Z3 and Z7 with the Exclude line in z. The equity or balance curve of a test run is now also exported in CSV format for further evaluation. MTR4 bridge 1.
Currency strength functions have been added for detecting currency trends that affect several markets V 1. Live trading results can be verified by retesting V 1. Live trading systems can retrain automatically in predefined intervals with the ReTrainDays variable V 1. The sliders can now be moved with slider num,pos commands V 1. The default data format was changed from. With the marketVol function, trade or tick volume of an asset can be used in a trading algorithm V 1.
The Fill mode determines how orders are filled in the simulation V 1. Numbers can be passed to the Command variable via command line V 1. The number of optimize steps per parameter was increased to V 1. Price ticks are now internally stored in a different format that used less memory for large high-resolution backtests. Disquieting broker messages - such as "An internal server error occurred, our engineers have been notified" - are now filtered out by the Oanda plugin V 1.
The assetList function loads an asset list immediately. Price history files can be shared among several Zorro installations when a HistoryFolder is set up in Zorro. The mouse function can be used for automated clicking "Buy" and "Sell" buttons on a broker's web interface.
Individual asset lists for the Z systems can now be entered in the Z. A new free trading system Z8 was added to the Z systems. The Oanda plugin now supports sub-accounts. The LINE flag in a plot command plots thick lines in the chart. The TradeTest script opens a panel with buttons for manually trading, useful for testing broker plugins.
Clicking on [Result] during test or trading triggers the click function. This can be used for performing a calculation or plotting an interim result. The IB bridge was modified for downloading larger price history. A set of normalization functions was added for better adapting indicators to machine learning algorithms. A default neural function was included in the r.
The documentation now got a R example for a 'deep learning' strategy. The Covariance between two series was added to the indicator library. Martingale systems. The 28 Currencies history was updated until the end of Day gives the current day number of the simulation. Optimal capital allocation among portfolio components can be calculated with the Markowitz efficient frontier. Symbols on a histogram or statistics chart can now have individual colors.
The plotHeatmap function can plot correlation heatmaps. The color function can be used for plotting heatmaps or multiple color curves. Date and time can be printed more easily with the strdate function. A set of matrix functions was added. By default Zorro is now installed in the User folder instead of the Program Files folder. Variables can be debugged with the watch function.
When a script crashes, the name of the faulty function is now displayed. A negative PlotBars number zooms to the end of the chart. Control panels can now be defined for entering and displaying strategy parameters. The Leverage parameter was changed to reflect account leverage instead of buying power. The location of the. The last potentially orphaned trade is now displayed in the status page.
The Shannon Entropy was added to the indicators. Price data of stocks and indices can now be downloaded from Yahoo with the assetHistory function. The Download script is now controlled with a panel; editing the script is not necessary anymore. Assets can now be tested even with no entry in the asset list.
An error message will then be issued and default asset parameters will be used. Trade loops can now be executed from inside a TMF. Trades can be simulated in an unrealistic naive mode for special purposes. Asset lists and account lists are now in. Leverage and Symbol have been added to the asset parameters. Correlograms can now be plotted with the profile library.
Trade slippage, magic number, and other parameters can now be set up in the MTR4 bridge via brokerCommand. The type of an asset can be determined with the assetType function. The frameSync function can be used to snychronize the time frame to full hours or days. Curves stores balance or equity curves during the training process for further evaluation.
The lock function can synchronize the behavior of multiple Zorros Zorro S only. The sort functions can now be used without data length limits. The randomize function can shuffle a price or equity curve with or without replacement. Percentile calculates upper or lower percentiles of a data series. ProfitFactor calculates the profit factor of a balance or equity curve.
The market function can be used to limit trading to certain hours of the day. The plotData function returns plot data arrays that can be used for further evaluation. Plotting data is now pre-sampled, which makes plotting huge data sets - f. The Montecarlo module has been integrated in Zorro, so an external plugin is not required anymore. The sample period of the Spectrum function can now be set up independently. The Z. The Z7 system got a modified and supposedly more robust algorithm.
The Zorro window can be started minimized with the -h command line option. The AssetZone variable allows individual time zones for assets in a portfolio system. The pattern analyzer behavior can be set up with the PatternCount and PatternRate variables. A negative series length can be used for generating static, non-shifting series. The ZigZag indicator was added to the indicators list. Machine learning models and script parameters can now be trained at the same time see Training.
In the previous version this was only possible for the integrated machine learning methods, but not for the general NEURAL method. The bar function allows user-defined special bars such a Range Bars or Renko Bars. Training parameters now really produces a HTML file with parameter histograms in the previous version this was not yet fully included. The R lectures by Harry Georgakopoulos have been included in the Zorro documentation.
Zorro will now detect margin calls when Capital is set. The seed function can initiate a deterministic random number sequence. The HH and LL functions now also accept a bar offset. The Ichimoku indicator was added to the collection.
The strmid function returns a substring from a string. The asset list AssetsCur. Price history of all 28 major currency pairs is available on the download page. The Z2 system has been improved and got better exit algorithms and a new counter trend algo A2. The new Z7 system, based on the machine learning algorithm from Workshop 7 , was included. The strw function converts strings to wide character strings.
The strf function returns a formatted string. The strx function replaces sub-strings in a string. Ticks are now executed in the order of their time stamp, not sorted by asset or trade as before. This makes testing slower, but removes the special restrictions for tick functions, TMFs, and virtual hedging. The old testing method can still be used by setting the FAST flag. The rev function reverses a series so that it now starts with the oldest data. The BarZone variable can be used to shift daily bars to a certain local time zone.
Chaikin Volatility was added to the standard indicators. For scalping strategies, bar periods down to ms are now possible with Zorro S. The BarPeriod variable is now of type var instead of int check possible compatibility issues, f.
Asset specific parameters can be stored in the AssetVar variables. All Z systems can now be retrained with Zorro S by clicking the [Train] button even while trading. Price history of all assets from and above must be available in the History folder. The recent prices are updated and the parameters of the last WFO cycle are trained. Retraining the Z systems is normally not necessary, but was requested by many users. Several small improvements have been implemented in the Z systems , among them different OptimalF factors for the backtest and for live trading, and a different profit lock method.
The Z3 system now also trades US indexes. A chart with the current equity curve and other information is now included in the trade status page. If the trade volume is controlled by setting both Margin and Lots , the Lots variable now determines the minimum number of lots per trade.
Trades can be automatically skipped when Margin is below the minimum. The backtest can now use T1 tick based historical price data. The assetHistory function can now be used to produce T1 price history files. The seconds function is now of type var instead of int check possible compatibility issues, f. Its fractional part contains fractions of a second in milliseconds precision. The user-supplied tick function can be used to evaluate incoming price quotes.
The AutoCompile flag determines whether scripts are always compiled, or only when they were modified. Plot names beginning with ' ' won't appear in the chart legend. The test performance can now be further evaluated with the user-supplied evaluate function.
The Risk column of the status page now displays the current risk of a trade instead of the initial risk. The strtext function can be used to read strings from an. Some Zorro properties - for instance, the automatic deleting of old log files - can now be set up in the Zorro.
The commission per asset can now be set up in the AssetsFix. In the SNB floor removal aftermath, many brokers reduced their maximum leverage from or to The simulated default account AssetsFix. The Z4 and Z5 systems are expired and have been removed from the strategy pool. The Z3 system now also got an equity curve trading mechanism. Haiken Ashi prices HA were added to the indicator library.
The Z systems have been improved and retrained. New algorithms have been added to the Z4 and Z5 systems for working with very low price volatility. The TradeCosts script lists the relative trade costs of all main assets. The Script scrollbox now 'remembers' the last selected script. Hedge mode 5 now minimizes the number of open trades by closing trades partially if required. TrailSpeed raises the stop faster before breakeven, this way preventing that a winning trade turns back into a loser.
The Hurst exponent can determine trending state of a price curve. The Alligator indicator was added to the library. The predict function can predict crossovers several bars before they happen. The Momentum variable indicates the 'strength' of crossovers, peaks, or valleys. The AlgoVar variables are now automatically saved, thus keeping their content when a trading system is stopped or restarted. Invalid Margin values are now indicated with an error message.
The NFA flag is now ignored in training mode. While trading, Zorro now displays a detailed lists of open trades and performance statistics in a HTML file that is updated every minute. The Multisession plugin allows to trade with multiple brokers, instances, and accounts even with the free Zorro version. Placing the stop level at the wrong side of the price in a TMF is now automatically corrected.
A new Virtual Hedging mode allows to combine trades opened on the same bar to a single net trade. The Keltner Channel was added to the indicator library. The PlotDate variable can be used to zoom the chart to a certain date. The print function can print to various targets, f. Zorro now only logs in to the broker when in trade mode. In test or train mode, missing assets or price data will produce an error message.
The Download script now needs trade mode for updating prices or asset data. The exec function can be used to open an external program, document, URL, or batch file. A Monte Carlo plugin is now available for a Monte Carlo analysis of strategy scripts and external trade lists. The annual return is now calculated from the maximum margin instead of the average margin.
This produces slightly more pessimistic returns. The R2 coefficient that measures equity curve linearity is now included in the performance report. A small example script for converting. The History string can be used for selecting between different sets of historical data files. Automated strategies based on multiple currency pairs!
Traders can develop their strategies based on multiple currency pairs. You can also run a historical back test for the selected multiple pairs within one trading strategy. Historical back tests using real tick data! In contrast with others automated FX solutions providers in which tests results usually are not very accurate due to the use of data interpolation instead of the real tick data, JForex solves this problem by offering a real tick data for a historical back test.
Up to trading indicators! There are up to trading indicators implemented in to JForex, all available to automated FX strategies. Full market depth option! JForex market depth encompasses of the prices and liquidity taken from many different liquidity providers. While developing their strategies, traders can utilize the market depth as an additional resource providing information about the current market.
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