Oscillators - page 5

[[Deleted]]

It does work! Learning!

[Sergey Golubev]

Forum on trading, automated trading systems and testing trading strategies

All about MQL5 Wizard : create robots without programming.

Sergey Golubev, 2025.01.14 06:27

MQL5 Wizard Techniques you should know (Part 52): Accelerator Oscillator

The Accelerator Oscillator is another Bill Williams Indicator that is designed to keep track of momentum and though common as it is derived from another oscillator that we covered in an earlier article, we take look at how various patterns exhibited by it could be used or even combined in ways that may give one an edge. This indicator specifically aims to track acceleration or deceleration of the momentum, which can be used in providing signals for possible trade entries and exits. Acceleration is different from velocity.

[Sergey Golubev]

Forum on trading, automated trading systems and testing trading strategies

All about MQL5 Wizard : create robots without programming.

Sergey Golubev, 2025.07.24 07:59

MQL5 Wizard Techniques you should know (Part 76): Using Patterns of Awesome Oscillator and the Envelope Channels with Supervised Learning

From our last article, we introduced the indicator pairing of the Awesome-Oscillator and the Envelope-Channels, and from the testing of that pair 7-8 of the 10 patterns walked forward on a 2-year test window. We usually follow up the introduction of an indicator pair with an exploration of what impact, if any, machine learning can have on the performance of these indicator signals. This article is no exception, and thus we are going to examine how the patterns 4,8,and 9 can be affected/influenced if we supplement their signals with a supervised-learning network as a filter. For our network, we are using a CNN whose kernels/channels are sized by the dot product kernel with cross-time attention.

[Sergey Golubev]

Forum on trading, automated trading systems and testing trading strategies

All about MQL5 Wizard : create robots without programming.

Sergey Golubev, 2025.08.05 05:03

MQL5 Wizard Techniques you should know (Part 78): Using Gator Oscillator and the Accumulation/Distribution Oscillator

In our last article we introduced 5 signal patterns from the pairing of the Gator and the Accumulation/Distribution oscillators, in this article we consider the final 5 of this set of 10. We have been looking at 10 signal patterns for each indicator pairing, and we will be maintaining this format. From the testing in the last article which was done on the pair GBP JPY on the 30-minute timeframe, our results indicated that the patterns 0, 3, and 4 struggled to forward walk, however before we can choose what to improve with supervised learning, let's complete examining and testing of patterns 5 to 9.

[Sergey Golubev]

Forum on trading, automated trading systems and testing trading strategies

All about MQL5 Wizard : create robots without programming.

Sergey Golubev, 2025.08.23 15:37

MQL5 Wizard Techniques you should know (Part 79): Using Gator Oscillator and Accumulation/Distribution Oscillator with Supervised Learning

In our last 2 articles, we tested, as usual, ten signal patterns while using the indicator pairing of the Gator oscillator and Accumulation/Distribution oscillator. In doing so, as has been our practice, we found three consistent laggard patterns: 0, 3, and 4. Rather than discard or disregard these, this article aims to explore whether supervised learning can revive their performance. We employ a CNN enhanced with kernel regression and dot product similarity and examine if networks with such architecture can extract hidden value from signals that sometimes initially appear weak. As per the last two articles all testing is on the pair GBP JPY and on the 30 minute time frame.

[Tian Hao Shen]

Just watch the Bollinger on the oscillator.