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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

79,386 documents

MQL5 code base

The document outlines an Expert Advisor that trades signals from two moving-average lines of the FractalAMA_MBK indicator. A signal is generated at bar close when the indicator’s main line crosses its signal line. Running the advisor requires a separately…

Technical indicatorsTrend followingBacktestingForex
SuperMind

This Chinese equity screening concept combines positive reported returns, a market capitalization below 10 billion yuan, a history without losses, and capital strength ranked from high to low. The article interprets capital strength as a measure of net money…

EquitiesChina marketsFactor investingStatistics
MQL5 code base

The document describes a MetaTrader tool for checking whether stored market ticks are reliable inputs to real-tick backtests. It counts invalid or crossed quotes, timestamp anomalies, sharp one-tick reversals relative to median spread, gaps compared with…

BacktestingMarket microstructureExecutionStatistics
MQL5 code base

This brief description concerns an EUR/USD moving-average trading program. Its stated operational principle is trading with a moving average, with an account-funds check before each order. The check is intended to prevent an order from failing because the…

ForexTechnical indicatorsRisk managementExecution
BigQuant

The document explains how factor mining outputs can be connected to strategy research. The mining module produces factor expressions as strings; researchers can then use those expressions to test factor effectiveness and run strategy backtests. It offers no…

Factor investingBacktesting
ProRealCode

This document describes a custom candle representation intended to smooth price fluctuations. It applies a four-stage recursive Laguerre-style filter separately to the open and a configurable custom close, then combines the stages with fixed weights to form…

Technical indicatorsStatistics
MQL5 code base

This document explains an indicator that calculates a time-weighted average price from a selected cash-market open through the end of the broker's server day. Unlike tick-volume-weighted VWAP, each unit of session time receives equal weight. To handle…

Technical indicatorsStatisticsVolatilityEquities
BigQuant

This document presents a Chinese-stock ranking workflow built around an XGBoost RankNet model. It constructs price-return and trading-activity features, labels stocks using clipped forward returns divided into quantile bins, and separates training data from…

EquitiesMachine learningPortfolio constructionPosition sizing
SuperMind

This document proposes screening Chinese stocks for amplitude above 1, a three-consecutive-limit-up pattern as of the prior day, and large-order net volume above 0.05 for at least three days. It presents the combination as a way to find active, widely…

EquitiesChina marketsMomentumMarket microstructure
SuperMind

This document describes a Chinese stock-selection screen with three conditions: daily turnover between 3% and 12%, the product of the day's price change and super-large-order net volume above zero, and the previous day's auction turnover above 0.26. Its…

EquitiesChina marketsMarket microstructureSentiment
BigQuant

This article argues for entering strong, rising stocks instead of trying to buy after declines. Its proposed triggers are a break above a consolidation range or a shift from a gradual rise into faster gains, marked by the first large-volume bullish candle.…

EquitiesMomentumBreakoutRisk management
SuperMind

This document describes a Chinese equity screen combining daily price range, tradable share count, and MACD. It selects stocks with an amplitude above 1, a circulating share count no greater than 5.5 billion, and MACD above zero. The accompanying explanation…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock selection rule screens Chinese A-shares using three conditions: turnover between 3% and 12%, a newly formed KDJ bullish crossover, and first-level bid volume greater than first-level ask volume. The article presents the rule as a way to combine…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

The document describes a MetaTrader news detector that retrieves economic news and displays upcoming events. Users can filter the feed by event importance, currency, and keywords, while an automatic GMT offset check helps align event times. A dashboard and…

Event-drivenForexRisk management
MQL5 code base

This overview of a trading automation section introduces the MQL5 concepts used to build Expert Advisors. It begins with instrument specifications and trading account settings, then covers built-in functions, data structures, robot events, and the Strategy…

BacktestingExecutionMarket microstructureTechnical indicators
SuperMind

This Chinese-language article presents an A-share stock screen combining an RSI reading below 65, seven consecutive sessions in which the close is below the open, and a closing-price condition involving the previous day's low. It also discusses adding…

China marketsEquitiesTechnical indicatorsRisk management
MQL5 code base

The document describes a ZigZag indicator that draws rays to identify movements large enough to count as significant. It offers two ways to define that threshold. In point-based mode, a user-set point value determines significance. In range-based mode, the…

Technical indicatorsStatistics
MQL5 code base

This trading system uses the Extremum indicator’s histogram color changes to generate entries. A trade signal occurs when a bar closes and the histogram switches from green to red or red to green. The description does not specify the indicator’s calculation…

ForexTechnical indicatorsBacktesting
ProRealCode

The document describes an experimental technical indicator that builds a support and resistance band from trend lines connecting recent price pivots. It identifies candidate highs and lows using RSI thresholds and local price comparisons, forms multiple…

Technical indicatorsMean reversionBreakout
SuperMind

The screen selects stocks whose daily high-low range exceeds one percent, excludes Beijing-listed A-shares, and requires the opening price to lie above the ten-day moving average of closing prices but below 110% of that average. The article presents the…

EquitiesChina marketsTechnical indicatorsVolatility
MQL5 code base

This brief note describes NRTR_Gator, a chart indicator derived from the NRTR indicator. Its stated addition is a new candlestick coloring scheme intended to make the indicator easier to read visually. The note identifies the author and says the indicator…

Technical indicators
SuperMind

The document outlines a Chinese A-share screening idea focused on metaverse stocks with prior-day turnover above 8% and excluding specially treated stocks. Its proposed limit-up pattern looks for activity before 10 a.m. and checks successive five-minute bars…

China marketsEquitiesMomentumBreakout
MQL5 code base

The MACD Histogram is defined as the difference between the MACD line and its signal line. Its bars therefore show how far apart those two indicator lines are. The document presents changes in bar length and position relative to the zero line as a way to…

Technical indicatorsMomentum