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History of MQL5.community development

The most popular trading robots and technical indicators, news signals, regular incoming ready-made MQL5 programs in CodeBase and the most discussed Forum topics.

12 new topics on forum:

and 9 more...

Most read articles this week

How to analyze the trades of the Signal selected in the chart

How to analyze the trades of the Signal selected in the chart

The trade Signals service develops in leaps and bounds. Trusting our funds to a signal provider, we would like to minimize the risk of losing our deposit. So how to puzzle out in this forest of trade signals? How to find the one that would produce profits? This paper proposes to create a tool for visually analyzing the history of trades on trade signals in a symbol chart.

Deep Neural Networks (Part VI). Ensemble of neural network classifiers: bagging

Deep Neural Networks (Part VI). Ensemble of neural network classifiers: bagging

The article discusses the methods for building and training ensembles of neural networks with bagging structure. It also determines the peculiarities of hyperparameter optimization for individual neural network classifiers that make up the ensemble. The quality of the optimized neural network obtained in the previous article of the series is compared with the quality of the created ensemble of neural networks. Possibilities of further improving the quality of the ensemble's classification are considered.

Applying the Monte Carlo method for optimizing trading strategies

Applying the Monte Carlo method for optimizing trading strategies

Before launching a robot on a trading account, we usually test and optimize it on quotes history. However, a reasonable question arises: how can past results help us in the future? The article describes applying the Monte Carlo method to construct custom criteria for trading strategy optimization. In addition, the EA stability criteria are considered.

Most downloaded source codes this week

  • Renko-Fractals-Grid This EA uses "Renko" box size on MetaTrader 4 chart. When the price reaches the level where there was a fractal, the EA enters a trade, has Trailing Stop Loss &Take Profit works on all time frames major forex pairs and stocks NASDAQ.
  • Automatic Fibonacci Lines MrVB AutoFibLinesMrVB indicator draws automatically the Fibonacci levels on the chart.
  • RSI MA EA EA purposes to always win with cumulative profit and to manage volume.

Bestsellers in the Market:

The most downloaded free products:

Bestsellers in the Market:

The most popular forum topics:

13 new topics on forum:

and 10 more...

Bestsellers in the Market:

21 new topics on forum:

and 18 more...

The most downloaded free products:

Bestsellers in the Market:

The most popular forum topics:

21 new topics on forum:

and 18 more...
There are more than 96 920 topics available on forum

New publications in CodeBase

Bestsellers in the Market:

20 new topics on forum:

and 17 more...

The most downloaded free products:

The most popular forum topics:

Most read articles this month

Trade Operations in MQL5 - It's Easy

Trade Operations in MQL5 - It's Easy

Almost all traders come to market to make money but some traders also enjoy the process itself. However, it is not only manual trading that can provide you with an exciting experience. Automated trading systems development can also be quite absorbing. Creating a trading robot can be as interesting as reading a good mystery novel.

Developing the oscillator-based ZigZag indicator. Example of executing a requirements specification

Developing the oscillator-based ZigZag indicator. Example of executing a requirements specification

The article demonstrates the development of the ZigZag indicator in accordance with one of the sample specifications described in the article "How to prepare Requirements Specification when ordering an indicator". The indicator is built by extreme values defined using an oscillator. There is an ability to use one of five oscillators: WPR, CCI, Chaikin, RSI or Stochastic Oscillator.

Random Decision Forest in Reinforcement learning

Random Decision Forest in Reinforcement learning

Random Forest (RF) with the use of bagging is one of the most powerful machine learning methods, which is slightly inferior to gradient boosting. This article attempts to develop a self-learning trading system that makes decisions based on the experience gained from interaction with the market.

Most downloaded source codes this month

  • Martingale VI Hybrid A martingale strategy, an old EA that was rebuilt to be efficient.
  • Daily Pivot Points shifted for different day start time This indicator is another implementation of daily pivot points that allows the time for pivot point calculation to be advanced or delayed from the server time. It considers any Saturday trading to be Friday and any Sunday trading to be Monday.
  • TDI-With Alerts Indicator TDI-With Alerts. The description look in a code.

Bestsellers in the Market:

22 new topics on forum:

and 19 more...

Published article "Applying the Monte Carlo method for optimizing trading strategies".

Applying the Monte Carlo method for optimizing trading strategies

Before launching a robot on a trading account, we usually test and optimize it on quotes history. However, a reasonable question arises: how can past results help us in the future? The article describes applying the Monte Carlo method to construct custom criteria for trading strategy optimization. In addition, the EA stability criteria are considered.

New publications in CodeBase

  • Pivot Oscillator Extended Extended version of Pivot Oscillator.
  • iTrend ADXVMA Very well known iTrend indicator but that uses ADXVMA for calculation.
  • iTrend JMA Very well known iTrend indicator but that uses JMA (Jurik Moving Average) for calculation.
  • ATR Trend Envelopes of Averages Trend Envelopes indicator that uses ATR for the price change calculation and is adding prices smoothing prior to be used in calculations.
  • STD Trend Envelopes of Averages Trend Envelopes indicator that uses Standard Deviation for the price change calculation and is adding prices smoothing prior to be used in calculations.
  • STD Trend Envelopes - RSI This version of Trend Envelopes RSI indicator differs in one significant point: instead of using fixed value (5) for envelopes calculation, standard deviation (adjusted by multiplier) of the calculated RSI is used for envelopes calculation.
  • STD Trend Envelopes Trend Envelopes indicator that uses Standard Deviation for the price change calculation.

The most popular forum topics:

23 new topics on forum:

and 20 more...
There are more than 96 850 topics available on forum

Bestsellers in the Market:

There are more than 8 610 codes published in Codebase

New publications in CodeBase

  • ATR Trend Envelopes Trend Envelopes indicator that uses ATR for the price change calculation.
  • QQE of Parabolic Weighted Velocity This version of QQE is using Parabolic Weighted Velocity to determine trend.
  • QQE of Velocity This version of QQE is using Velocity indicator to determine trend.
  • QQE of CCI QQE (Quantitative Qualitative Estimation) using CCI (Commodity Channel Index) instead of RSI (Relative Strength Index) as a "basic" indicator.
  • Schaff Trend Cycle CD - NonLag MA Schaff Trend Cycle CD is usually calculated using Signal line of the MACD, meaning EMA (Exponential Moving Average) of the difference of two EMAs (Exponential Moving Averages).
  • Ultra Trend - Zero Lag TEMA Ultra Trend indicator that uses a "fast" (fast in response to market changes) Zero Lag TEMA for trend calculations.
  • Ultra Trend - Zero Lag DEMA Ultra Trend indicator that uses a "fast" (fast in response to market changes) Zero Lag DEMA for trend calculations.
  • Ultra Trend - Zero Lag MA Ultra Trend indicator that uses a "fast" (fast in response to market changes) Zero Lag MA for trend calculations.
  • Mikko Breakout Mikko Breakout indicator is based on a break of previous highest high or lowest low.
  • Zero Lag TEMA Crosses This indicator is actually a combination of two values: it shows the crosses of fast and slow Zero Lag TEMA, and that cross determines the current market trend.
  • Schaff Trend Cycle - NonLag MA This version of Schaff Trend Cycle uses a much "faster" moving average than EMA (NonLag MA) for that calculation which makes the resulting MACD "faster" and thus the resulting Schaff Trend Cycle "faster" to to market changes.
  • Renko-Fractals-Grid This EA uses "Renko" box size on MetaTrader 4 chart. When the price reaches the level where there was a fractal, the EA enters a trade, has Trailing Stop Loss &Take Profit works on all time frames major forex pairs and stocks NASDAQ.
  • RSI MA EA EA purposes to always win with cumulative profit and to manage volume.

The most downloaded free products:

15 new topics on forum:

and 12 more...

The most popular forum topics:

Most read articles this week

Developing the oscillator-based ZigZag indicator. Example of executing a requirements specification

Developing the oscillator-based ZigZag indicator. Example of executing a requirements specification

The article demonstrates the development of the ZigZag indicator in accordance with one of the sample specifications described in the article "How to prepare Requirements Specification when ordering an indicator". The indicator is built by extreme values defined using an oscillator. There is an ability to use one of five oscillators: WPR, CCI, Chaikin, RSI or Stochastic Oscillator.

How to analyze the trades of the Signal selected in the chart

How to analyze the trades of the Signal selected in the chart

The trade Signals service develops in leaps and bounds. Trusting our funds to a signal provider, we would like to minimize the risk of losing our deposit. So how to puzzle out in this forest of trade signals? How to find the one that would produce profits? This paper proposes to create a tool for visually analyzing the history of trades on trade signals in a symbol chart.

Social Trading. Can a profitable signal be made even better?

Social Trading. Can a profitable signal be made even better?

Most subscribers choose a trade signal by the beauty of the balance curve and by the number of subscribers. This is why many today's providers care of beautiful statistics rather than of real signal quality, often playing with lot sizes and artificially reducing the balance curve to an ideal appearance. This paper deals with the reliability criteria and the methods a provider may use to enhance its signal quality. An exemplary analysis of a specific signal history is presented, as well as methods that would help a provider to make it more profitable and less risky.

Most downloaded source codes this week

Bestsellers in the Market:

Bestsellers in the Market:

13 new topics on forum:

and 10 more...

The most popular forum topics:

The most downloaded free products:

20 new topics on forum:

and 17 more...

The most popular forum topics:

Bestsellers in the Market:

14 new topics on forum:

and 11 more...
There are more than 96 770 topics available on forum

Bestsellers in the Market:

New publications in CodeBase

  • BB Stops JMA Bollinger Bands Stops indicator that uses JMA (Jurik Moving Average) for calculation.
  • XIT Three Moving Average Cross Three moving average cross with MACD signal verification before opening order. Updated 8/30/2018:

The most downloaded free products:

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