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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

4,574 documents

MQL5 code base

This document describes an MQL5 library for storing tick records in a compact format. It retains selected fields from the standard tick structure, including timestamps, bid and ask prices, last price, volume, and flags. Example scripts retrieve ticks, save…

ForexMarket microstructureExecutionBacktesting
MQL5 code base

RingSystemEA is described as a multi-currency expert advisor that forms currency rings from a configurable set of three to eight currencies. The user selects currencies through an external parameter and attaches the expert to a single chart; the chart and…

ForexMulti-assetExecution
MQL5 code base

The Dots indicator marks trend direction on a price chart: blue dots represent an uptrend and red dots a downtrend. Its calculation uses a selected price series obtained through a moving-average function and applies the cosine of a price-change angle. Users…

Technical indicatorsTrend followingForex
MQL5 code base

The document describes an expert advisor that uses moving averages to determine buy and sell signals, with ADX and RSI also included. It provides a high-level outline of the indicators but does not explain their settings, how they are combined, or the exact…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This document describes an Expert Advisor that trades when the Candles_Smoothed indicator changes color at a bar’s close. A transition in either direction, from pink to blue or from blue to pink, generates a trading signal. The strategy therefore treats…

ForexTechnical indicatorsBacktesting
MQL5 code base

This Expert Advisor runs separate long and short systems using configurable ColorMETRO signals. Each direction has independent settings for sizing and a rule that examines recent trades in that direction. If the specified count of losses appears within the…

ForexPosition sizingRisk managementTechnical indicators
MQL5 code base

This document describes an Expert Advisor that trades when two moving averages cross. It checks their values on two adjacent completed bars: a buy signal occurs when the first average moves from below to above the second, and a sell signal when it moves from…

ForexTechnical indicatorsMomentumTrend following
MQL5 code base

The document describes a trading robot that opens equal-volume long and short positions in the same asset, creating a lock whose opposing price exposure offsets at the position level. It then outlines ways to manage that locked position: average into both…

ForexRisk managementPosition sizing
MQL5 code base

The BS Living Now indicator marks chart highs and lows using filters that differ from those in the standard Bill Williams Fractals indicator. Its period parameter controls how many extrema appear: a larger setting produces fewer marks, while a smaller one…

ForexTechnical indicatorsTrend followingBreakout
MQL5 code base

This document outlines an Expert Advisor that trades when the KWAN_NRP indicator changes its direction, represented by a color change. The signal is evaluated when a bar closes, making the bar close the decision point for detecting a change and generating a…

ForexTechnical indicatorsBacktesting
MQL5 code base

The document introduces an MQL4 indicator called HL. Its stated function is to display a pivot level together with support and resistance levels on a chart. These plotted reference levels can help a trader identify areas where price may pause, reverse, or…

Technical indicatorsForex
MQL5 code base

This document describes an automated strategy that trades changes in the KWAN_RDP indicator’s direction. A signal occurs when the indicator changes color at a bar’s close, providing the entry trigger for the expert advisor. The indicator file must be…

ForexTechnical indicatorsBacktesting
MQL5 code base

This expert advisor runs two NRTR signal systems, one for long positions and one for short positions. Each side has its own settings, including separate identifiers, position sizing, and switches for allowing entries and exits. The separation lets a trader…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

The indicator tracks a session’s developing high and low, freezes those levels when the session ends, and monitors subsequent price action for a sweep. A breach must exceed a configurable buffer; the signal is confirmed only if price closes back inside the…

ForexTechnical indicatorsMean reversionMarket microstructure
MQL5 code base

The document explains a forex scalping system based on price briefly crossing a confirmed swing high or low, then closing back through it. The system marks the sweep candle as a potential order block and waits for a later candle to break back through its…

ForexTechnical indicatorsRisk managementBacktesting
ProRealCode

The document describes a forex strategy that combines the Awesome Oscillator, Accelerator Oscillator, and Parabolic SAR. It enters long after price crosses above the SAR and both oscillators rise, or short after price crosses below the SAR and both fall. A…

ForexTechnical indicatorsBacktestingRisk management
MQL5 code base

This description outlines an expert advisor that adds orders at set grid intervals after an initial position is opened. Traders can configure whether order size increases as the grid expands, and can use RSI and CCI signals at grid steps to filter additional…

Grid tradingTechnical indicatorsPosition sizingForex
MQL5 code base

This document explains a chart indicator that builds Fibonacci levels from successive swings identified by the ZigZag indicator. Keyboard controls move through swings, while users can show, hide, drag, or extend a Fibonacci drawing and edit its levels.…

Technical indicatorsVolatilityForex
MQL5 code base

This expert advisor concept uses candle size as a trade filter: when a candle exceeds a configurable pip threshold, it opens a buy trade. If that trade loses, the next trade uses a larger lot, with the scaling factor controlled by the user. The author frames…

ForexRisk managementBacktesting
MQL5 code base

This indicator description combines the Williams %R oscillator with Bollinger Band boundaries to define overbought and oversold areas. The band thresholds are intended to adapt to the oscillator’s behavior, rather than relying only on fixed levels. The…

Technical indicatorsForexMean reversionVolatility
MQL5 code base

This Expert Advisor uses the AFIRMA autoregressive finite impulse response moving average indicator to generate trade signals. It checks for a change in the indicator’s direction when a bar closes, then forms a signal. The document notes that the indicator…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This Expert Advisor combines ADX, CCI, RVI, and Williams %R indicators with a martingale sizing approach. Its suggested tuning sequence first optimizes the main signal and ADX settings with the WPR strategy disabled, then tunes WPR separately, and finally…

ForexTechnical indicatorsRisk managementBacktesting
BigQuant

The document summarizes a study of deep value episodes, defined as periods when the valuation gap between cheap and expensive securities is unusually wide relative to its history. The study examines individual stocks across global markets, equity index…

Multi-assetFactor investingEquitiesFutures
MQL5 code base

The document explains a simple transformation of the Relative Strength Index (RSI) into a bounded indicator. It takes an RSI value for a selected period and price input, subtracts a baseline, and multiplies the difference by a sensitivity factor. The result…

Technical indicatorsEquitiesForex