Nikolai Semko #: Yes, very interesting and useful. Thank you. I won't be able to go into more detail until a month from now. So far, time is in trouble.
Thank you. Read it carefully. As one immersed in the topic, somewhat disappointed.
Noticed this statement. I don't know if it's true or not.
I can't even imagine such a high debugging speed in this area.
I guess on this topic it only makes sense to ask for links to advanced work done by people. Thanks again.
Yes, there can be a lot of mishaps. Still you have to remember what LLM is. LLM can't think, it just guesses the next word based on huge input data for training. Agent before giving you the code runs it, tests and checks it, and if necessary, corrects it and runs it again. But it cannot do this for MQL5, but it can test the algorithm and logic, for example, in Python. Here is the continuation of my conversation with him: https://claude.ai/share/80a7e530-5f72-4bc7-b24d-35a7aef70df0 and I attach the files he generated and tested in Python.
Yeah, there's a lot of mishaps that can happen. Still, you have to remember what LLM is. LLM can't think, it just guesses the next word based on giant input data for training. The agent runs the code, tests and checks it before giving it to you, and if necessary, corrects it and runs it again. But it cannot do this for MQL5, but it can test the algorithm and logic, for example, in Python. Here is the continuation of my conversation with him: https://claude.ai/share/80a7e530-5f72-4bc7-b24d-35a7aef70df0 and I attach the files he generated and tested in Python.
Nikolai Semko #: Before providing you with the code, the agent runs it, tests and checks it, and, if necessary, corrects it and runs it again. But it cannot do this for MQL5
You can agree with him to put the code into pieces and test it in isolated conditions. Or run the code yourself and give him the compilation and execution logs. This way you can deal with it step by step (searching for errors in someone else's/forgotten large code) quite successfully.
fxsaber #: I wish I knew sites that discuss the topic.
It seems that some topics have the strongest results in MQL5. For example, the compressor posted today.
You can find the theory of compression on the hub. The point is to summarise in the most compact way everything that is repeated, and then it depends on your imagination. It can be a binary representation or a text representation.
When compressing audio, the signal is divided into deterministic and non-deterministic components, the first is represented by a formula, the second is compressed.
In video, keyframes are extracted and changes are obtained from them.
In lossy compression, FFT or wavelets are used, removing insignificant coefficients.
Statistics on the number of repetitions are collected, and a dictionary is built to encode the most frequent values with the smallest number of bits.
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Yes, very interesting and useful. Thank you. I won't be able to go into more detail until a month from now. So far, time is in trouble.
Forum on trading, automated trading systems and testing trading strategies.
Canvas is cool!
Nikolai Semko, 2025.11.18 16:22
here tried to ask claude.ai.
https://claude.ai/share/a99469f8-79d9-4f3f-8aaa-55f951560093
It's a mess. My brains will soon be too lazy to work.
https://claude.ai/share/a99469f8-79d9-4f3f-8aaa-55f951560093
It's a mess. My brains will soon be too lazy to work.
Thank you. I read it carefully. As one immersed in the topic, somewhat disappointed.
I noticed this statement. I don't know if it's true or not.
My final advice
Implement in this order:
That would give you ~65 million ticks/sec at 4.8x compression - a great balance.
I can't even come close to imagining such a high debugging speed for myself in this area.
I guess on this topic it only makes sense to ask for links to advanced work done by people. Thanks again.
Thank you. Read it carefully. As one immersed in the topic, somewhat disappointed.
Noticed this statement. I don't know if it's true or not.
I can't even imagine such a high debugging speed in this area.
I guess on this topic it only makes sense to ask for links to advanced work done by people. Thanks again.
Yes, there can be a lot of mishaps. Still you have to remember what LLM is. LLM can't think, it just guesses the next word based on huge input data for training.
Agent before giving you the code runs it, tests and checks it, and if necessary, corrects it and runs it again. But it cannot do this for MQL5, but it can test the algorithm and logic, for example, in Python.
Here is the continuation of my conversation with him:
https://claude.ai/share/80a7e530-5f72-4bc7-b24d-35a7aef70df0
and I attach the files he generated and tested in Python.
Yeah, there's a lot of mishaps that can happen. Still, you have to remember what LLM is. LLM can't think, it just guesses the next word based on giant input data for training.
The agent runs the code, tests and checks it before giving it to you, and if necessary, corrects it and runs it again. But it cannot do this for MQL5, but it can test the algorithm and logic, for example, in Python.
Here is the continuation of my conversation with him:
https://claude.ai/share/80a7e530-5f72-4bc7-b24d-35a7aef70df0
and I attach the files he generated and tested in Python.
https://claude.ai/share/5b977bc9-e902-4db3-aba2-ebc8b52b9979
here is another continuation, but already with MQL5 code correction:
https://claude.ai/share/5b977bc9-e902-4db3-aba2-ebc8b52b9979
Before providing you with the code, the agent runs it, tests and checks it, and, if necessary, corrects it and runs it again. But it cannot do this for MQL5
The MQL5 code there does not just need to be corrected, but rewritten, unfortunately.
Networks can only do what every site writes about.
Forum on trading, automated trading systems and testing trading strategies
Canvas is cool!
fxsaber, 2025.11.18:40 pm
I guess on this topic it only makes sense to ask for links to advanced work done by people.
It seems that on some topics the strongest results are created in MQL5. For example, the compressor posted today.
I wish I knew sites that discuss the topic.
It seems that some topics have the strongest results in MQL5. For example, the compressor posted today.
You can find the theory of compression on the hub. The point is to summarise in the most compact way everything that is repeated, and then it depends on your imagination. It can be a binary representation or a text representation.
When compressing audio, the signal is divided into deterministic and non-deterministic components, the first is represented by a formula, the second is compressed.
In video, keyframes are extracted and changes are obtained from them.
In lossy compression, FFT or wavelets are used, removing insignificant coefficients.
Statistics on the number of repetitions are collected, and a dictionary is built to encode the most frequent values with the smallest number of bits.
NS can also be used for compression.