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  1. I

    Made A Trading Bot And Gave It $1k To Trade!

    Um, liquidity? I doubt he'd get the same fill on 100 lot as he would on a 1 lot...
  2. I

    Made A Trading Bot And Gave It $1k To Trade!

    But that's not how markets work.
  3. I

    Made A Trading Bot And Gave It $1k To Trade!

    In other words....he made $20. Big percentage gains are relatively easy on small accounts
  4. I

    Made A Trading Bot And Gave It $1k To Trade!

    Didn't watch the video (not going to)...but how do you "trade" stocks with $1000 account? PDT?
  5. I

    Robots in Finance Could Wipe Out Some of Its Highest-Paying Jobs

    Yup, AI/ML.
  6. I

    Robots in Finance Could Wipe Out Some of Its Highest-Paying Jobs

  7. I

    Robots in Finance Could Wipe Out Some of Its Highest-Paying Jobs

    Seriously....the only people who worry about this know dick about technology. The people who know about this stuff are the most pessimistic..
  8. I

    Robots in Finance Could Wipe Out Some of Its Highest-Paying Jobs

    AI/ML Terminator. Be afraid. Be very afraid.
  9. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    "Fundamentals of Object Tracking" by Challa et al is what I used to use as a reference for bayesian filtering (Kalman,etc..). It explains the theory, but I primarily used it as a recipe book. Its applications are obviously geared towards aircraft tracking...but a Bayesian Filter is a Bayesian...
  10. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    Logical people do logical things. Your background in engineering or computer science? I'm a Control Systems guy...so state-space modeling and kalman filtering is at the forefront of how I approach problems.
  11. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    This: https://en.wikipedia.org/wiki/Recursive_Bayesian_estimation
  12. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    https://en.wikipedia.org/wiki/Hidden_Markov_model https://en.wikipedia.org/wiki/System_identification In a nutshell, my goal is to build a probabilistic markovian "state transition model", and than use Bayesian Inference to incorporate market "observations". A transition model can be built...
  13. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    I agree with you. But I believe there are better solutions for time series modeling than LSTM that are grounded in system-id and Bayesian estimation (at least for my purposes). HMMs are my go to. Also, the stated advantage of LSTM with regard to vanishing gradients is solved in conventional...
  14. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    I too have attempted using a ConvNet-LSTM stack (didnt care for it...LSTM is to ad-hoc for my tastes), but I didn't run images through it... Not sure why you would when you have a more compact representation in the raw-data data that built the chart in the first place.
  15. I

    Forecasting stock prices with a feature fusion LSTM-CNN model using different representations

    This: "Forecasting stock prices is an attractive pursuit for investors and researchers who want to beat the stock market. However, forecasting stock prices is difficult."
  16. I

    Any Math Whiz Here??

    You describe a "recursive Bayesian estimator". Kalman filter for the linear-gaussian models....particle filters for non linear non gaussian.
  17. I

    I'm building an open-source robot trader framework.

    Also...I apologise...I never wanted to be a language troll. Congrats on the project!
  18. I

    I'm building an open-source robot trader framework.

    Okay...but you don't have the crutch that is the garbage collector to lean on, so if your going to blow up... atleast you'll do so quickly
  19. I

    I'm building an open-source robot trader framework.

    Interesting....my impression was leaks are much more of a problem in Java than c/c++ because the latter forces you to manage memory properly-ish...Im not a fan of garbage collectors.
  20. I

    I'm building an open-source robot trader framework.

    I believe you, but WHY would they do this? If there is a UI involved...I get it....but I can't think of any other good reasons...unless you like memory leaks.
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