Type of forex trading account the forex robot is trading on – thus telling you if the forex robot listed within the table of results has a demo trading account statement or real trading account statement. Demo forex trading accounts can give different result to real forex trading accounts because of factors such as different broker spreads and brokers slippage. Usually the liquidity on a demo account would be artificial and thus the trades will usually be executed faster, this can also mean smaller spreads on demo accounts. However, demo accounts can still give a good idea on what to expect from a forex robots performance. It is usually recommended to use a true ECN forex broker with plenty of liquidity to ensure low spreads, low slippage and thus the best possible forex robot trading conditions. This can save you trading costs and improve trading performance.
Trading robots are available 24/7 to Forex traders, and can easily be bought over the internet. It is imperative to confirm that there is absolutely no such thing as the 'holy grail' of trading systems, regardless of the type they belong to. The question many ask is do Forex robots work?, or will choosing one turn out to be just another commercial scam? We've prepared this article order to address this question.
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Maintenance margin for commodities is the amount that you must maintain in your account to support the futures contract and represents the lowest level to which your account can drop before you must deposit additional funds. Commodities positions are marked to market daily, with your account adjusted for any profit or loss that occurs. Because the price of underlying commodities fluctuates, it is possible that the value of the commodity may decline to the point at which your account balance falls below the required maintenance margin. If this happens, brokers typically make a margin call, which means you must deposit additional funds to meet the margin requirement.
In particular I've made the interface for beginning a new backtest a lot simpler by encapsulating a lot of the "boilerplate" code into a new Backtest class. I've also modified the system to be fully workable with multiple currency pairs. In this article I'll describe the new interface and show the usual Moving Average Crossover example on both GBP/USD and EUR/USD.
Open positions are required to be fully margined at all times. FOREX.com does not engage in margin calls; you are responsible for monitoring your account and maintaining 100% of required margin at all times to support your open positions. To help limit your trading losses and ensure that your losses never exceed your account balance, our systems monitor your margin in near real-time and will automatically close out your open positions if your account equity falls below the 100% margin requirement. While our 100% margin requirement and near real-time margin system is designed to limit your trading losses and help ensure that total losses never exceed your total account balance, you do risk incurring losses greater than your account balance, especially during periods of extreme market volatility. While it is not FOREX.com’s policy to hold clients responsible for modest negative balances, we do reserve the right to hold clients responsible for large debit balances and when special circumstances apply. For this reason, we strongly encourage you to manage your use of leverage carefully. Increasing leverage increases risk.

In particular I would like to make the system a lot faster, since it will allow parameter searches to be carried out in a reasonable time. While Python is a great tool, it's one drawback is that it is relatively slow when compared to C/C++. Hence I will be carrying out a lot of profiling to try and improve the execution speed of both the backtest and the performance calculations.

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