Recent content by tendimsol

  1. tendimsol

    AI for small sample sets?

    That's a different form of ML, not in the AI branch.
  2. tendimsol

    AI for small sample sets?

    Yes so do I. :) These days they are not called ANN but usually go by the name of Reinforcement Learning, Q-Learning, or Deep Q-Network etc. Programming Agents for trading is not so easy however. As to 'small datasets' - it could be as small as a 3X3 tic tac toe grid, or even only feedback...
  3. tendimsol

    Is using Unrealized Positive P/L to make additional trades a bad thing?

    Hi All, So one thing I have been experimenting with is concepts around diversification and compounding. I know that there are many professional traders around that say using un-banked PL to make trades is a terrible thing to do, however I would like to get opinion of any others who have also...
  4. tendimsol

    What do your ATS trade patterns look like?

    Please allow me to clarify for the shit posters. So because 'some' people are so unenlightened and paranoid, here is another example. (Ouch some stops, closes, take profit, and stop loss - so no 'sunrise horizon' here. It is not naive to believe that even at professional level people can...
  5. tendimsol

    What do your ATS trade patterns look like?

    Why not? This is for education purposes - we are not even talking strategies or dollars here. The only information being portrayed is a loose 'graphical' pattern on a single instrument. Of course participation is optional. It might not even be a good looking chart, but an example of some active...
  6. tendimsol

    Developers building their way up to traders

    And what about the opposite of the scenario you depict? The fact is if you are in the ATS scene you most likely going to come from 2 backgrounds. A developer learning to trade, or a trader learning to develop (or acquire/use) software. So whilst funny, it can easily be flipped on its head and...
  7. tendimsol

    How to protect my Automated Trading Soft?

    1.0 No getting around this while you are using a 3rd party service. Your only option here is to take what matters, the parameters of the study and then transplant them into a proprietary blackbox/cloud service and uses broker libraries only to place orders via API. The additional measure some...
  8. tendimsol

    Utilizing Nvidia's new GPU's with Tensor cores for backtesting

    Traditional: https://devblogs.nvidia.com/hybridizer-csharp/ "lets you program GPUs and other accelerators from C# code or .NET Assembly." ML related: "Retrieves and returns additional properties (total memory, number of CUDA cores, etc.) for the specified GPU device." "parallelization...
  9. tendimsol

    What do your ATS trade patterns look like?

    Hello everyone, Do you have an active ATS systems instrument chart example you can share? If so please take a screenshot and upload. I am curious to see some of the other trade patterns out there. *Single instrument images from profitable systems only please at appropriate time frame / zoom so...
  10. tendimsol

    Need some help

    Hi! Possible explanations/solutions to your problem: "it’s not drawing fine, it like jumping." | This could be https://www.investopedia.com/university/charts/charts8.asp so check your data loading functions/service is perfect and is additionally cleansing the data to remove (and or replace)...
  11. tendimsol

    Advice to New Starters / How to Begin

    Firstly, pick the appropriate development language. For automated tasks or web services or scripts, Python is a 'great' choice, however it is not suitable for enterprise application requirements. This means bigger projects / services / application frameworks which may have multiple modules...
  12. tendimsol

    Machine learning -- classification or regression?

    http://www.wildml.com/2018/02/introduction-to-learning-to-trade-with-reinforcement-learning/ Anyone interested in implementing DQN with the Microsoft Cognitive Toolkit in C# please msg me.
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