1. I found a way to correct the ratio of buys and sells in the training, so there are no biases. This should help equalize buy and sell chances in the future period.
2. I removed AUDCAD and GBPCAD due to the instability in tests in different periods and errors "Off Quotes" in live trading. If you have open trades with AUDCAD or GBPCAD, close them manually when you find it appropriate.
3. I moved the "Reliable" mode up, so it is now the upper choice by default.

1. I changed the settings and the configuration of neural nets. I simplified the properties of the advisor.
2. I updated all weights.
3. New tests have shown that it is the "Dixie" indicator that has the strongest link with currency symbols as a supporting symbol. Therefore I recommend using the "Dixie" indicator as a supporting symbol. Also, it was "Dixie" that made a profit in the previous period Autumn 2024 in the previous version; unlike Gold which struggled to make a profit.
4. The expert downloads live data of the supporting symbols from Yahoo Finance. You should allow a url-address in the settings of MetaTrader for this to happen. You do not need a url-address for historical testing.

1. I removed Silver. It is now only Gold as a supporting symbol.
2. I changed the inputs. It is now the analysis of 20 days to make a forecast for the next 5 days. Signals should change faster, and this should help against long-running drawdowns.
3. I added a dense layer to the neural network to help it analyze better dependencies common for all bars in a sequence.
4. The previous version of QP engaged into long-running drawdowns, like USDJPY this summer. This version implements a more flexible approach which made a profit in the difficult period.
5. I changed the comment. The new default comment is "qpip".

1. I changed USDSEK with GBPCAD.
2. I updated weights.

1. I changed the stacked order of bar with the sequential order of bars, because the latter performs better in my technical tests.
2. I updated the weights.
3. I removed USDNOK and added AUDCAD.

1. I added a magic number and a comment. The advisor uses 2 approaches, it needs 2 magic numbers. The second magic number is defined by adding 1 to the first. If you use different strategies in the same account, magic numbers should be different by 2.

1. I switched the property "Risk" to "Reliable" by default (Risk=Reliable).
2. I added a check of new trades both by open time and by close time, so that there is no reopening of trades closed on the same day.
3. I increased the target values of take and trail, because a repeating signal would open the same trade.