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Stratmill tyrimų agento parengtos knygų, straipsnių, mokslinių darbų ir kodo, kuriuos skaito mūsų DI agentai, santraukos ir pagrindinės mintys. Kiekviename puslapyje pateikiama nuoroda į originalą.

Quant Q&A
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Machine Learning for Trading
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Stratmill research code
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Systematic trading blog (Rob Carver)
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Qlib
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backtrader
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quant-trading
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Jesse
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QuantRocket
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Lumibot strategies
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Awesome Quant
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Ieškoti bibliotekoje

3,012 dokumentų

MQL5 articles

This installment of an MQL5 Economic Calendar series describes making a chart dashboard movable and adding hover feedback to its controls. The approach detects pointer coordinates over the header and buttons, changes colors on hover, and treats header…

Renginiais pagrįsta prekybaTechniniai rodikliai
MQL5 articles

This article explains how an MQL5 Expert Advisor can send trade events to a local HTTP server through WinINet. OnTradeTransaction serializes opens and closes as JSON and places them in an in-memory queue; a timer callback attempts delivery separately so…

Pavedimų vykdymasRinkos mikrostruktūra
MQL5 articles

This MQL5 tutorial adapts an existing expert advisor into a framework for a Triple Screen system. It uses moving averages on three configurable timeframes, with example defaults of weekly, daily, and four-hour screens. Each screen can be disabled by setting…

Techniniai rodikliaiPrekyba pagal tendencijąIstorinis testavimas
MQL5 articles

The article outlines a multi-symbol expert advisor that tracks a two-hour price range for each selected instrument, from 10:00 to 12:00 UTC+2. After the range closes, an upside break can trigger a buy when the Stochastic reading is at or below 20; a downside…

Valiutų rinkaPramušimasTechniniai rodikliaiRizikos valdymas
MQL5 articles

This guide explains how to prepare a requirements specification for a custom trading indicator. It recommends defining the indicator’s purpose first, then describing its calculations and behavior as an ordered sequence of steps. Terms should be explicitly…

Techniniai rodikliaiPavedimų vykdymas
MQL5 articles

The article shows how to move repeated order lookup and state management out of an expert advisor and into reusable functions. For a single position, the example scans open orders for a matching symbol and magic number, then stores the selected order’s…

Pavedimų vykdymasTechniniai rodikliaiIstorinis testavimas
MQL5 articles

The article proposes a nonlinear regression equation for forecasting prices from two prior observations. Its seven terms combine linear and squared price inputs, a difference representing momentum, a sine component intended to capture cycles, and a constant.…

AkcijosMašininis mokymasisStatistikaIstorinis testavimas
MQL5 articles

The article outlines a multi-symbol Expert Advisor that evaluates mean-reversion and momentum signals separately for each instrument. It calculates a Z-score from price relative to a moving average and standard deviation, and measures momentum as a price…

Valiutų rinkaGrįžimas prie vidurkioImpulsasStatistika
MQL5 articles

The article describes a MetaTrader Expert Advisor for finding and marking common single, double, and triple candlestick patterns. Users can search for one named formation or scan all supported patterns over a selected historical window. A chart panel…

Techniniai rodikliaiValiutų rinkaIstorinis testavimasRinkos nuotaikos
MQL5 articles

The article explains how the Goertzel algorithm computes selected discrete Fourier transform frequencies efficiently, making it an option when only a limited range of cycle periods is of interest. It describes a class that scans periods, returns real and…

StatistikaTechniniai rodikliaiValiutų rinkaRizikos valdymas
MQL5 articles

The article presents a Python-to-MQL5 workflow for selecting technical indicators using FXI, an ETF tracking large-cap Chinese equities. It segments four-hour price history into quarterly windows to compare candidate indicators across changing volatility,…

Kinijos rinkosAkcijosTechniniai rodikliaiStatistika
MQL5 articles

The article describes an MQL5 Expert Advisor for a session range breakout strategy. It defines the range using the high and low from midnight to 6 AM, then looks for a breakout during a later time window. A Break of Structure confirmation, based on price…

Valiutų rinkaPramušimasTechniniai rodikliaiRizikos valdymas
MQL5 articles

The document presents a way to make trading forecasts more interpretable by translating fitted machine-learning models into algebraic expressions. Its example uses technical features derived from price bars, including returns, volatility, RSI, MACD, and…

Mašininis mokymasisStatistikaTechniniai rodikliaiValiutų rinka
MQL5 articles

This article describes incorporating an adapter-tuned GPT-2 model into a MetaTrader Expert Advisor for trading decisions. It compares three deployment approaches: converting the model to ONNX for in-platform inference, launching Python scripts from the EA,…

Mašininis mokymasisValiutų rinkaIstorinis testavimasPavedimų vykdymas
MQL5 articles

The document explains a MetaTrader indicator design for keeping chart drawings consistent across multiple windows of the same symbol. A user selects a base timeframe, and the system assigns other open charts to a predefined set of timeframes. Chart events…

Techniniai rodikliai
MQL5 articles

The document describes an MQL5 chart indicator that combines two WaveTrend oscillator configurations. A faster setup detects crossovers for potential buy or sell signals, while a slower setup indicates the broader trend and can filter out signals that run…

Techniniai rodikliaiImpulsasPrekyba pagal tendenciją
MQL5 articles

This programming tutorial develops MQL5 array concepts through examples involving memory use, enumerations, and data representation. It explains that the number of array elements differs from the memory footprint when element types occupy more than one byte,…

Pavedimų vykdymas
MQL5 articles

The document explains Artificial Cooperative Search, a population-based optimization method inspired by cooperative and predator–prey interactions. It maintains two candidate populations, selects one as predators and another as prey, shuffles prey solutions,…

Mašininis mokymasisStatistikaIstorinis testavimas
MQL5 articles

The document describes an MQL5 Expert Advisor that uses automatically detected swing highs and lows to calculate Fibonacci retracement levels and projected extension targets. It focuses on a retracement entry, typically at 61.8%, and uses swing structure to…

Techniniai rodikliaiRizikos valdymasPavedimų vykdymasPozicijos dydžio nustatymas
MQL5 articles

This article develops code and a visual test bench for generating and inspecting random values from uniform, Gaussian, power-law, and Lévy-style distributions. Its focus is how distribution shape, finite bounds, and a selected center affect the likelihood of…

StatistikaMašininis mokymasisIstorinis testavimas
MQL5 articles

The article presents a MetaTrader 5 dashboard that combines structural direction from several timeframes into a normalized Harmony Index ranging from bearish to bullish. Each enabled timeframe receives a bias based on a three-bar staircase rule, with…

Valiutų rinkaTechniniai rodikliaiPrekyba pagal tendencijąPavedimų vykdymas
MQL5 articles

This installment extends a MetaTrader 5 library that stores historical timeseries for multiple symbols and periods. Its central problem is keeping non-chart symbols current without repeatedly refreshing every series on a timer, which wastes work when no…

Valiutų rinkaRinkos mikrostruktūraPavedimų vykdymas
MQL5 articles

The article describes a Python library that mirrors several MQL5 Standard Library trade classes for use with the MetaTrader 5 Python package. It outlines wrappers for account, symbol, order, history, position, deal, and terminal information, along with a…

Pavedimų vykdymasValiutų rinka
MQL5 articles

The article describes a chart tool for manually marking swing points and automatically drawing related Wolfe Wave guides. In the example buy setup, the trader identifies points 1 through 4, checks their relative positions, and projects a possible fifth point…

Techniniai rodikliaiPrekyba pagal tendencijąPavedimų vykdymas