Tag Archives: machine language

My fave but important Machine Language resources

Last week, I made a video explaining my fave machine learning resources. I have found one Youtube channel that is really helping me figure out the quickest path to learn what is taking over algorithmic trading.

 

Click this button below to watch this 20 minute video with the associated links and references

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Here are my fave but important Machine Language resources

 

Here are my fave but important Machine Language resources:

Tensor Flow  is my choice as hinted belo in the videos. It can handle high level of use for production use since it is backed by C++ at the core level.  Keras can be used fpr low level while Torch can be used for research only.

Note the Android posting as well for most convenient way to get all this onto a mobile device.

Guide to Running Tensorflow Machine Learning Models on Android

How to Deploy a Tensorflow Machine Learning Model to Live Production

Best stock chart libraries for Google Android?

 

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Python Machine language workflow from scratch

Python  Machine language workflow from scratch

It is agreed it is about building Python scripts for your daily workflow now

http://www.kdnuggets.com/2017/05/machine-learning-workflows-python-scratch-part-1.html

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Amazing analytics for machine language of Brexit

Amazing analytics for machine language of Brexit

Twitter feed driven analysis. Many $ made lots of here

http://www.networkworld.com/article/3088617/analytics/amazing-analysis-of-the-brexit-with-machine-learning.html?

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Neural network machine learning ASIC chip real time big data analysis

I just learned this! Neural network machine learning ASIC chip real time big data analysis

Can this be used for advanced trading? These chips are very very affordable!

http://www.cognimem.com/products/chips-and-modules/CM1K-Chip/index.html

Looks like it support C++ and Java as hinted here http://www.cognimem.com/forums/viewforum.php?f=5

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Matlab source code with neural network machine language problem

Matlab source code with neural network machine language problem

I usually don’t accept these but this is a very topical question. If you can help out this student, let me know.

Questions here:

Thanks for taking an interest in my problem!

My task is simple, I have to use ANNs integrated with a library of technical indicators to forecast currency pairs.

However at present, I’m testing the robustness of the ANN integrated with the library of indicators rather than assessing the forecasts. I’ve to do this by tweeking certain parameters – which is the easy part.

My problem is combining the ANN code with the library of technical indicators.

The ANN code I’m using is attached in the file ‘codes and parameters’.

The library of technical indicators I’m using is available at; http://ta-lib.org/index.html
There are varios different formats of the library such as C++ etc, I’m assuming the relevant format is the MATLAB format on this page near the bottom; http://ta-lib.org/hdr_dev.htm
There are instructions for integrating the library (on the C++ format) which may be similar for the MATLAB format found on the following page; http://ta-lib.org/d_api/d_api.html

I really cannot answer these specifics but:
Is this more of a data translation issue you are experiencing? I would think the technical analysis toolboxes would help here:
http://www.mathworks.com/help/finance/introduction-4.html
http://www.mathworks.com/matlabcentral/fileexchange/10573-technical-analysis-tool
Maybe you don’t need TA-LIB? Just thinking there

I thought this was a data translation problem but another response

I’m not quite sure, I don’t even know what data translation is.

The problem with other technical indicator libraries is they do not contain enough technical indicators, I’m required to use at least 100 of them but preferably more. It would also be interesting to investigate Japanese Candlestick patters with the pattern recognition capability of an RBF ANN.

I’ve had another person try to integrate the library I mentioned with my supervisors ANN code but they had difficulty doing so and ended up not being able to do it. Seeing my supervisor on Wednesday regarding it.

I’ve managed to secure another library on student license from; http://www.modulusfe.com/products/trading-system-developer-components/technical-analysis-sdk/ who also provide ANN codes for various different network architectures. They also have technical support I can use.

I see you provide a service coaching people applying for jobs in investment banking. I’m at least looking for an internship during my PhD so I’ll probably use your services near the time?


That MLP I sent you is my supervisors code, I can use another MLP code however he would prefer I used that – I need to tweek parameters etc, running the model 100 times and selecting the best model. But if anyone has a better code I’m all ears

Who can help this guy? Code attached Codes & Parameters

Who can help him? I will post the solution here.

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