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Neural networks made easy (Part 15): Data clustering using MQL5

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by , 07-24-2022 at 02:30 AM (345 Views)
      
   
In the previous article, we considered the k-means clustering method and studied its implementation using the Python language. However, the use of integration often imposes certain restrictions and additional costs. In particular, the current integration state does not allow the use of data of built-in applications such as indicators or terminal event handling. A lot of classic indicators are implemented in various libraries, but when we talk about custom indicators, we will need to reproduce their algorithms in our scripts. What to do if there is no source code of the indicator and we do not understand the algorithm of its action? Or if you are going to use the clustering results in other MQL5 programs? In such cases, we can benefit from the implementation of the clustering method using MQL5 tools.
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  1. Neural networks made easy
  2. Neural networks made easy (Part 2): Network training and testing
  3. Neural networks made easy (Part 3): Convolutional networks
  4. Neural networks made easy (Part 4): Recurrent networks
  5. Neural networks made easy (Part 5): Multithreaded calculations in OpenCL
  6. Neural networks made easy (Part 6): Experimenting with the neural network learning rate
  7. Neural networks made easy (Part 7): Adaptive optimization methods
  8. Neural networks made easy (Part 8): Attention mechanisms
  9. Neural networks made easy (Part 9): Documenting the work
  10. Neural networks made easy (Part 10): Multi-Head Attention
  11. Neural networks made easy (Part 11): A take on GPT
  12. Neural networks made easy (Part 12): Dropout
  13. Neural networks made easy (Part 13): Batch Normalization
  14. Neural networks made easy (Part 14): Data clustering
  15. Neural networks made easy (Part 15): Data clustering using MQL5

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