onnx

[Jason Smith]

Ive tried everything to get onnx installed.

 note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for onnx
Failed to build onnx
ERROR: Failed to build installable wheels for some pyproject.toml based projects (onnx)

This is boring me and getting on my nerves and wasting my time.

I swear this simple process is done on purpose to make overly difficult.

C:\Windows\System32>python --version
Python 3.13.1

Been  linux 20 years but using windows because wine was too buggy. Anyway cant get onnx installed

pip install onnx

Any ideas

[Sergey Golubev]

ONNX and  MQL5 Copilot

The forum

1. MetaTrader 5 Python User Group - the summary (about ONNX as well)
2. MetaEditor, Open AI and ChatGPT - summary thread (excluding ONNX)
   
3. Learning ONNX for trading - key forum thread about ONNX
   
4. Practical examples: this page
   

The articles

1. How to use ONNX models in MQL5 - Metatrader 5 
   
2. Neural Network in Practice: Pseudoinverse (I) - Metatrader 5
   
3. Developing a robot in Python and MQL5 (Part 1): Data preprocessing - Metatrader 5
   
4. Developing a robot in Python and MQL5 (Part 2): Model selection, creation and training, Python custom tester - Metatrader 5
   
5. Developing a trading robot in Python (Part 3): Implementing a model-based trading algorithm - Metatrader 5
   
6. Overcoming ONNX Integration Challenges - Metatrader 5
   
7. Python, ONNX and MetaTrader 5: Creating a RandomForest model with RobustScaler and PolynomialFeatures data preprocessing - Metatrader 5
   
8. Seasonality Filtering and time period for Deep Learning ONNX models with python for EA - Metatrader 5
   
9. Cross-validation and basics of causal inference in CatBoost models, export to ONNX format - Metatrader 5
   
10. Working with ONNX models in float16 and float8 formats - Metatrader 5
    
11. Data label for time series mining (Part 6)：Apply and Test in EA Using ONNX - Metatrader 5
    
12. Evaluating ONNX models using regression metrics - MT5
    
13. An example of how to ensemble ONNX models in MQL5 - Metatrader 5
    
14. Wrapping ONNX models in classes - Metatrader 5
    
15. OpenAI's ChatGPT features within the framework of MQL4 and MQL5 development - Metatrader 5
    
16. Classification models in the Scikit-Learn library and their export to ONNX - Metatrader 5 
    
17. Mastering ONNX: The Game-Changer for MQL5 Traders - Metatrader 5
    
18. Causal inference in time series classification problems - Metatrader 5
    
19. Regression models of the Scikit-learn Library and their export to ONNX - Metatrader 5
    
20. Spurious Regressions in Python - Metatrader 5
    

CodeBase

1. Information about the ONNX model's inputs and outputs - script for MetaTrader 5
2. ONNX trader - expert for MetaTrader 5
   
3. Get info about inputs and outputs of onnx-model - script for MetaTrader 5

Documentation

1. ONNX models in machine learning (MT5)
   

Learning ONNX for trading - the video:

1. ONNX Runtime - post  #60
   
2. Converting Models to #ONNX Format - post  #61
   
3. ONNX – open format for machine learning models​ - post #62
   
4. (Deep) Machine Learned Model Deployment with ONNX - post  #63
   
5. Recurrent Neural Networks | LSTM Price Movement Predictions For Trading Algorithms- post  #64
   
6. Artificial Intelligence Full Course | Artificial Intelligence Tutorial for Beginners | Edureka - post  #230
   
7. Open Neural Network Exchange (ONNX):
   7.1. Introduction to ONNX - Tutorial 1 - post #241
   7.2. Challenges in Deep Learning - Tutorial 2 - post #242
   7.3. All about ONNX - Tutorial 3 - post #243
   7.4. Design principles - Tutorial 4 - post #244
   7.5. ONNX file format - Tutorial 5 - post #245
   7.6. ONNX Data Type - Tutorial 6 - post #246
   7.7. Machine Learning Example - Tutorial 7 - post #247
   7.8. ONNX Runtime - Tutorial 8 - post #248
   7.9. ONNX Model Zoo - Tutorial 9 - post #249
   7.10. ONNX Model Zoo Demo - Tutorial 10 - post #250
   7.11. PyTorch to Tensorflow Demo - Tutorial 11 - post #251
   
8. MIT Introduction to Deep Learning:
   8.1. Introduction to Deep Learning - Lecture 1 - post #9
   8.2. Recurrent Neural Networks and Transformers -  Lecture 2 - post #10
   8.3. Convolutional Neural Networks - Lecture 3 - post  #11
   8.4. Deep Generative Modeling -  Lecture 4 - post #12
   8.5. Reinforcement Learning -  Lecture 5 - post #13
   8.6. Deep Learning New Frontiers -  Lecture 6 - post #14
   8.7. LiDAR for Autonomous Driving -  Lecture 7 - post #15
   8.8. Automatic Speech Recognition -  Lecture 8 - post #16
   8.9. AI for Science -  Lecture 9 - post #17
   8.10. Uncertainty in Deep Learning -  Lecture 10 - post #18
   

[Jason Smith]

very nice. ill go through that lot when i get time

[Finian Landes]

Hello, i'm currently having the same issue, has a solution been found?