Published article "Data label for timeseries mining (Part 2):Make datasets with trend markers using Python".
This series of articles introduces several time series labeling methods, which can create data that meets most artificial intelligence models, and targeted data labeling according to needs can make the trained artificial intelligence model more in line with the expected design, improve the accuracy of our model, and even help the model make a qualitative leap!
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Most read articles this week
How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.
Most downloaded source codes this week
- MaybeAwo EA a Versatile automated trading tool for the MetaTrader 4 platform. This EA is designed to assist traders in managing their positions effectively by offering features such as setting a breakeven point, trailing stop, stop loss, and take profit levels. It works with various input parameters, allowing you to customize its behavior to fit your trading strategy.
- Ranged Grid Bot EA with pending orders The EA created sell/buy limit orders according to: - Grid number of orders - Trading range (computed automatically by uwing weekly highs and lows) - Current price
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
The most popular forum topics:
- Is it possible to work with live ticks in MQL5 indicators? 42 new comments
- Off-topic posts 13 new comments
- Machine learning in trading: theory, models, practice and algo-trading 13 new comments
3 new signals now available for subscription:
Bestsellers in the Market:
New publications in CodeBase
- Advisor Based on RSI and Martingale "This advisor uses the RSI indicator to determine optimal entry and exit points in the market. A unique feature of the advisor is its martingale strategy, which allows for position reversal with an increased lot size during market reversals. The advisor offers flexible trading time settings: you can set a working time range and disable trading during specific hours to filter out news events."
- Using Moving Averages with an EA (Sample Source Code) This time, we're providing a sample that enters based on the Golden Cross and Dead Cross of the moving averages. If you want to see a sample where a long entry is made when the closing price of the candlestick crosses above the moving average, please refer to this article.
Bestsellers in the Market:
The most downloaded free products:
2 new signals now available for subscription:
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 83 new comments
- Why can't I close partials? 11 new comments
- exist example for dll very easy? like hello world? 10 new comments
Published article "Developing a Replay System — Market simulation (Part 06): First improvements (I)".
In this article, we will begin to stabilize the entire system, without which we might not be able to proceed to the next steps.
2 new signals now available for subscription:
The most downloaded free products:
Bestsellers in the Market:
3 new signals now available for subscription:
The most downloaded free products:
Most read articles this month
How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.
In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers.
How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Most downloaded source codes this month
- KA-Gold Bot KA-Gold Bot is an advanced trading advisor specifically designed for gold, utilizing the powerful combination of the Keltner channel strategy and two exponential moving averages (EMAs) - the 10-period EMA and the 200-period EMA. Principle of Operation: The 10-period EMA represents the average price cutting above/below the Keltner band, confirming an uptrend/downtrend. The price being above the 200-period EMA supports the uptrend/downtrend. This indicates that the uptrend/downtrend has been stronger than the previous 10 periods, considering the volatility over the last 50 periods.
- Trend Dashboard Indicator Trend Dashboard Indicator MetaTrader 5 indicator — a multi-timeframe indicator that is based on three standard indicators: Stochastic oscillator, RSI (Relative Strength Index), and CCI (Commodity Channel Index). It displays current trend directions for M1, M5, M15, M30, H1, H4, D1, W1, and MN1 timeframes. When you follow such an indicator you have a clear picture of the trends across all important timeframes. It doesn't matter which timeframe you attach this indicator to. The indicator can be downloaded for MT4 and MT5.
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 42 new comments
- Problems with UTF-8 character encoding during compilation 18 new comments
- is possible with indicator call EA ? 11 new comments
Published article "Neural networks made easy (Part 37): Sparse Attention".
In the previous article, we discussed relational models which use attention mechanisms in their architecture. One of the specific features of these models is the intensive utilization of computing resources. In this article, we will consider one of the mechanisms for reducing the number of computational operations inside the Self-Attention block. This will increase the general performance of the model.
Published article "Elastic net regression using coordinate descent in MQL5".
In this article we explore the practical implementation of elastic net regression to minimize overfitting and at the same time automatically separate useful predictors from those that have little prognostic power.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Automatic Chart Refresher A tool which refreshes the chart automatically and will make active indicators update if something stopped plotting on the chart.
- Stochastic code for beginners by William210 Stochastic beginner tutorial to learn how to code in MQL5
- Plot the previous candlestick OHLC of the selected period It will automatically plot a colored horizontal line on the previous open/highs/lows/close of the selected period, and it will make the lines consistent on this price when switching timeframes.
The most downloaded free products:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 81 new comments
- Is tick same pip or pipette? 14 new comments
- AI 2023. Meet ChatGPT. 13 new comments