Free machine-learning tool with a graphical user interface

I want to give back to the community and have created a graphical user interface machine learning tool for forex traders. You can create strategies in a visual way and create signals for your trading.

This new version includes:

1. Importing different instruments/forex pairs
2. Creating multiple strategies
3. A simplified visual-scripting tool to create the strategy logic
4. Different prediction/machine-learning modules: Linear/Logistic regression, LDA, SVC, Random Forests, Artificial neural networks
5. A backtester
6. A predition tool
7. Connection to MT4

You can get it on my blog:
http://algominr.com/release/algominr-1-2-3/

Please let me know what you think and if you have any ideas for the future.

Best,
Chris

Hello Christian,

Thanks for your work l. It looks really interesting.

But i have an issue with my environment that the program could not be executed.
I'm using Windows 10 and log tells me:

[INFO ] Window: virtual keyboard not allowed, single mode, not docked
[WARNING ] stderr: Traceback (most recent call last):
[WARNING ] stderr: File "algominr.py", line 31, in <module>
[WARNING ] stderr: File "<frozen importlib._bootstrap>", line 969, in _find_and_load
[WARNING ] stderr: File "<frozen importlib._bootstrap>", line 958, in _find_and_load_unlocked
[WARNING ] stderr: File "<frozen importlib._bootstrap>", line 664, in _load_unlocked
[WARNING ] stderr: File "<frozen importlib._bootstrap>", line 636, in _load_backward_compatible
[WARNING ] stderr: KeyError: 'kivy.garden.matplotlib'

I already googled for the issue, but did not find a solution. Do you have any clue what could be the problem?

Thanks,
c0ldsun

Hey there,

Thanks for trying it out. I think that is a problem with Win 10, I might have to recompile it for Win10. Will let you know when that is done.

Sorry for the inconvenience.

Best,
Chris

Here's a video tutorial on how to create a strategy:

I downloaded the program but pops up error:

"KeyError: 'kivy.garden.matplotlib'"
Failed to executive script algominr

I use windows 7 with service pack 1.

Thanks for taking a look. I will compile the next version differently so that these types of errors should not appear again. I'll let you know when I have it.

This is likely just because you don't have the required dependencies installed. The following is how this can probably be fixed (by installing the required dependencies - note that these dependencies may interfere with stuff. I have no idea, as I haven't researched what they are):

Please note that this potential solution is provided as-is without any warranties or guarantees of any kind, implicit or explicit, and by using it, you agree that I am neither responsible nor liable for loss of, or damage to, anything (including but not limited to: you, your software, your hardware, and/or your wealth) for your use of this potential solution or the Algominr software (which I am unaffiliated with and do not endorse in any way). In other words, I am being helpful in trying to help you get this running, but please don't sue me. I am not a professional and this potential solution is based off of personal experience.

Assuming that python 2.7 is used and is installed to C:\Python27 and that PYTHONHOME is set to C:\Python27 the following worked for me:

1) Open Cmd (command prompt)
2) python -m pip install kivy-garden
3) python C:\Python27\Scripts\garden install matplotlib
4) python C:\Python27\Scripts\garden install graph
5) python C:\Python27\Scripts\garden install contextmenu

For me, this made it open on Windows 10.

Download link on your blog seems to be broken.

Thanks for the interest boomboxie. I took it down for now and will upload it again with the next release. This should fix most of the problems experienced and will have many more features (eg. different data feeds and market adaptors to brokers)

Let me know your email if you want to be updated on release.

You are right. Installing your recommended dependencies works. Thank you.

I've created an update for this. It includes tons of new features such as:

1. Easy project setup
2. Instrument import from MT4
3. Instrument/Symbol view + live quotes
4. New machine learning logic nodes
5. Improved backtest speeds
6. Removed dependency on matplotlib (which caused problems for some)
7. Interface changes

For some youtube tutorials, you can check out this playlist:
Youtube.com

Here's an example video on how to create a simple moving average crossover. You can easily setup any expert advisor, without coding:

thanks a lot ! finally a free Neuroshell

ii'll try it looks amazing

Using Artificial Neural Networks to predict the influence of the DE30 and US30 indices on the EURUSD exchange rate. Let me know if you have questions:

Wow what a gift, I'm definetly going to play around with it when I have some spare time. Thank you very much.

Great, let me know how it goes or if you have questions!

hi chris

thanks for sharing.

what other software do i need to run this?
i have some popup saying some error, some phyton files?

hey hewtwok,
can you post or pm me the contents of errlog.txt and the contents of the log/ folder?

there is nothing in the log folder

algominr did not even start for me

attached here is the error pop up message.

first the top message pop up.

when u close it, the 2nd bottom message pop up.

*seems i am missing the some phyton dll file?

thanks.

Chris, is it possible to add custom indicators, or we are limited to the ones u added?