leo23's Posts - Page 19

Artificial General Intelligence V.7.0 in Trading Systems Dec 28, 2018 at 18:32

While we are waiting for the live testing of our machine learning algo in demo or live accounts which we might do after few weeks, in the mean while we have been continuously improving our algo and it's coding. Now we have got sufficient time to fully focus on backtesting and adding new concepts to our algo to try out since markets are unreliable now and there is no point in forward testing before first or second week of January.Backtesting results seems to be very interesting. However, until we do forward testing in demo and finally forward test in a live account for a couple of months, w...

Artificial General Intelligence V.7.0 in Trading Systems Dec 27, 2018 at 17:42

Trading in this demo account has been resumed.As per our previous post, we will resume trading in fund management clients accounts in January first or second week.

1 BTC=2,00,000 USD by end of 2018 in Crypto Dec 26, 2018 at 15:38

Yes, I am always here.Also, I am always optimistic about the future of cryptos, but I don't support margin trading or day trading with cryptos, because it is same as forex trading. So any such small price ups and downs of few thousand dollars don't mean anything for me and I don't pay attention to such things. That is normal. In fact, until the price crosses beyond 20K which was the last high, any price analysis is useless. I only pay attention to the fundamentals of crypto space what is happening there.Such small price moves usually happen when some big players like crypto exchang...

Artificial General Intelligence V.7.0 in Trading Systems Dec 24, 2018 at 19:47

Trading in this demo account has been stopped for next few days due to Holidays and will be resumed shortly . Trading in the live accounts of our fund management clients will be resumed only in January first or second week depending on market conditions.Merry Christmas and Happy New Year to all of our EA users, fund management clients and to all myfxbook users!!!!

Artificial General Intelligence V.7.0 in Trading Systems Dec 21, 2018 at 13:55

We want to update our fund management clients that we are not going to trade in any live account during the christmas and New Year holiday period though we may continue to trade in this demo account. We already stopped trading before few weeks due to low liquidity in the market. The normal trading will be started during first or second week of January 2019.Also, though we mentioned earlier we would like to repeat for our EA users to be careful while using the EA during this period since the spread might be very high and also, make sure to use stoploss in each trade. Also, people can switch to ...

Artificial General Intelligence V.7.0 in Trading Systems Dec 19, 2018 at 23:23

No, for any machine learning algos we don't use MT4. Yes, we tried in MT4, but left. We use only MT5 for now and we are aware about MT4 backtesting issues. That's why we keep telling machine learning and NN separately.For us, NN means no learning at all and everything is simple and coded in MQL4 with no models or anything like that. All the input optimised weights are hard coded inside the MQL4 code with indicator values and it's internal algorithm etc and there are no trained models in it, but it has just optimised weights for neurons and we keep changing the weights time to time....

Artificial General Intelligence V.7.0 in Trading Systems Dec 19, 2018 at 20:10

Yes, file extension doesn't matter. We just wanted to know what exactly you are doing because of which you are getting the executions so fast. Though we are not sure about the entire process how you are doing it. But here we see why the execution time is small in your case. Because as you mentioned the execution model is around 2 MB and probably, you are using one model for output calculations.In our case, for a 2 year period, training model the model file size varies between 20 to 30 MB and around 50 to 100 models are used to to calculate the output signals. Total training models can be...

Artificial General Intelligence V.7.0 in Trading Systems Dec 19, 2018 at 18:40

If we are not wrong, then probably you might be referring to a NN using a couple of indicators as input variables and trained with past couple of months or years of past data which generates a BUY or SELL signal. Please clarify if we are wrong.For better understanding, can you please answer these questions:1.What is the file extension you are using for storing the data of your models like ".txt", ".rl" etc?2.How many models are you using simultaneously to produce an output signal or you are using only 1 trained model to produce one output signal?3.What is the average file ...

Artificial General Intelligence V.7.0 in Trading Systems Dec 19, 2018 at 13:43

There are a lot of questions in one post:)) we will try to answer a few of them for now...Yes, you are correct. NN is a part of Machine learning. But a sufficiently trained NN can be used independently without using any further training and that is what we initially thought of and that's why we called it as NN network instead of machine learning. We don't like to call an algo as true machine learning until it learns from real time market data while trading to adopt under any markets. We know that there are other developers of machine learning who just optimise an algo by curve fitting...

Artificial General Intelligence V.7.0 in Trading Systems Dec 18, 2018 at 15:45

We are continuously facing issues with our "rediffmail" email address by which the emails are getting delayed or sometimes never received to us or to the client and hence, from now onward we will continue to use our gmail address "[email protected]" as our primary email address for any future communications.So we suggest all our existing clients or to anyone who is trying to contact us to contact our support at our gmail address "[email protected]". Our support email: [email protected]

Artificial General Intelligence V.7.0 in Trading Systems Dec 17, 2018 at 08:48

We are noticing that there are multiple myfxbook users who are clicking on the "copy" tab of our trading system in order to copy the trades of the system. So we would like to repeat that if you are interested to copy the trades of the system, then you should write a comment in this thread and once we receive at least 20 to 30 requests from users, then we may thing of making the system available for signals.There is no point in clicking on "Copy" tab of the system since it is not available for copy yet. So if you are seriously interested to copy the trades, then you should m...

Artificial General Intelligence V.7.0 in Trading Systems Dec 15, 2018 at 07:12

Since we are approaching towards the end of the year, we recommend our EA users to be careful while using our EA in coming next few weeks. Because the liquidity in the markets might be very low and spreads might get widened in most of the currency pairs.Also, the markets might behave completely randomly. So it is better to stop trading for next couple of weeks or watch the trades live. Also, please make sure to use the spread filter to avoid bad entries of the EA during high spread. Especially, the spread will be helpful during these kind of market conditions.In our experience, few brokers inc...

Artificial General Intelligence V.7.0 in Trading Systems Dec 13, 2018 at 17:33

In coming few weeks, we are planning to add an optional news filter to our system which will help to stop trading and close existing trades during major news events. News filter can be useful in many trading systems if it is properly applied.In machine learning algorithms, irrespective of how much training it does when a sudden market event happens which doesn't match any of the trained data, then the trained models tend to fail for a limited period of time and it leads to wipe out of the accumulated profit or leading to bigger loss.So we may consider to add a news filter in near future. F...

Artificial General Intelligence V.7.0 in Trading Systems Dec 11, 2018 at 07:55

We don't have a website for selling our EA. You need to contact our support email "[email protected]" for any sales related queries.Also, if that email doesn't work, then you can contact our alternate email "[email protected]"

Artificial General Intelligence V.7.0 in Trading Systems Dec 10, 2018 at 16:51

It has been a couple of months since we asked the users as how many of them will be interested to copy the trades from our system and so far we have got around 4 to 5 users requests for signal subscription and with long gaps and this is of no use for us.We need at least 20 to 30 user requests for getting our signals and then, we will consider to provide signals from our system, because many of the users may or may not join or may leave after a couple of weeks for various reasons and we don't have time to waste for a couple of users and we are fine in providing our services privately for no...

Artificial General Intelligence V.7.0 in Trading Systems Dec 09, 2018 at 08:23

This EA is only for MT4.We are working to implement it to MT5, but only for the purpose of machine learning since currently it is difficult to implement and make machine learning work in MT4 properly and MT5 has better advantages in regards to machine learning. But in case if we do that, then MT5 version will be only for our personal use and not for the public.

Artificial General Intelligence V.7.0 in Trading Systems Dec 07, 2018 at 17:42

We have completed some of the initial phases of testing of our machine learning algo in demo accounts to trade during specific market conditions and we still need more time to improve the settings and coding to make it work fully automated 24 hours.But we are almost ready to test it in a live account which we may do in coming weeks. However, as we mentioned in our previous post since we are in December and hence, naturally the liquidity in the market for many currency pairs will be less as well as markets may be flat most of the times. Hence, it may not give an appropriate understanding about ...

Artificial General Intelligence V.7.0 in Trading Systems Dec 06, 2018 at 15:36

For those of you who are using our EA we want to update that we have done some changes to the code which need to be updated. We have added some more parameters to be seen on the mt4 screen while the EA is running.Most importantly we have optimised the weights of the neurons of individual hidden layers of our neural network. So the results might be a little improved and more adapted to the current markets though volatility will be low since we are in December now.So we might see less trading opportunity through out December. The EA can be updated directly by restarting the mt4 terminal and it w...

Artificial General Intelligence V.7.0 in Trading Systems Dec 05, 2018 at 08:28

We may publish a live account for public access when we will feel we need to do so. We are already working privately in co-operation with other experienced traders. We don't have to make anything public to people who have no idea about our project. We are not in a hurry to convince any client or attract any client to us and by doing so we don't want to just jump in to live account messing up our intermediate steps of testing. Also, we don't need any clients as well.This is an experimental project based on "Deep neural network" and "Machine learning" which we nee...

Artificial General Intelligence V.7.0 in Trading Systems Dec 04, 2018 at 07:54

Machine learning is a vast topic to discuss in theory. We can keep on discussing the different types of machine learning like supervised learning, unsupervised learning etc and "reinforcement learning" is just one type of machine learning based on agent reward which is somewhat like a feedback mechanism.Yes, we are referring here a type of reinforcement learning along with deep neural network and so we can call it as "Deep reinforcement learning". If you have already developed any machine learning algorithms and trained a model with past data of a couple of months or years ...

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Posts by leo23