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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

29,558 documents

MQL5 code base

The document describes a chart-based planning aid for traders using MetaTrader 5. It is intended to help assess current market conditions and estimate the size of a hypothetical trade before the trader places an order manually or starts a separate trading…

Risk managementPosition sizingTechnical indicators
SuperMind

This Chinese stock selection example combines three kinds of filters: membership in the metaverse concept group, an upward-sloping 30-day moving average, and buying activity during the opening auction. It further requires combined large and extra-large order…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese equity screening idea combines three filters: daily price amplitude above 1%, at least two qualifying limit-up moves within 500 days, and a circulating market capitalization between 5 and 10 billion yuan. The document provides formula examples…

EquitiesChina marketsTechnical indicatorsRisk management
BigQuant

DFQ-2020 is a risk model for mainland Chinese equities that combines style factors, industry factors, and a market factor. It retains 40 factors and revises the construction of the Trend, Growth, and state-owned-enterprise factors relative to its…

China marketsEquitiesFactor investingRisk management
MQL5 code base

The document describes an MQL5 calculator for translating a chosen account risk percentage and stop-loss distance into a lot size for the current trading symbol. Its purpose is to make position sizing consistent with the account balance and planned exit…

Risk managementPosition sizing
MQL5 code base

The document describes a configurable expert advisor for scalping multiple currency pairs. It uses RSI, the Stochastic Oscillator, and Bollinger Bands, either separately or in combination, and offers trend-following and countertrend interpretations of…

ForexTechnical indicatorsRisk managementPosition sizing
ProRealCode

This indicator method marks potential supply and demand areas from a base candle followed by a large directional candle. The breakout body must meet an ATR-based threshold; overlapping zones of the same type are discarded. A demand zone is removed after a…

Technical indicatorsVolatilityBreakoutMarket microstructure
SuperMind

This Chinese stock-screening proposal looks for shares with at least five moving averages clustered together, a price below 12, and a 9:25 a.m. gain below 6%. The document associates clustered averages with a stable or clearly defined trend, the price filter…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese equity screen combines amplitude above 1 with a top-five ranking by the day’s auction amount and a 20-day moving average above the 120-day moving average. The final stated selection logic also requires the previous day’s return to be positive.…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This Chinese stock-screening proposal combines three signals: amplitude above 1, a change in an institutional net-volume measure, and a reported control indicator above 21%. It says to select qualifying shares after the market opens. The rationale is that…

EquitiesChina marketsVolatilityRisk management
MQL5 code base

This indicator plots account balance and equity over trading history, with optional displays for used margin and free equity. It can also show period returns, maximum drawdown in absolute and percentage terms, profit factor, and recovery factor. Filters…

Risk managementStatisticsFuturesForex
ProRealCode

This strategy proposes shorting the DAX on a four-hour chart when price is above the 50-period exponential moving average but the most recent close is below the preceding close. It applies calendar and session filters: it excludes specified months, restricts…

FuturesTrend followingTechnical indicatorsRisk management
SuperMind

This Chinese A-share screening idea combines a relative strength index threshold, a price-change and large-order-flow condition, and a Bollinger Band location. It selects stocks with RSI below 65, a positive product of percentage change and a measure of net…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This post outlines a stock screen using an increase-in-position ratio above 5%, a close above the prior day’s low, and a moving-average trend filter. The rationale is that rising reported buying activity and a recovery above the previous session’s low may…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

The document shows how to display a daily account profit or loss percentage on a MetaTrader chart. Its calculation selects account deal history, sums the current day’s realized trading profit together with commission and swap, and adds current open profit to…

Risk managementPosition sizing
ProRealCode

The document describes a simple forex trading pattern based on four consecutive candles. A bullish setup consists of two bearish candles followed by two bullish candles; a bearish setup consists of two bullish candles followed by two bearish candles. The…

ForexTechnical indicatorsBreakoutRisk management
FMZ forum

The document introduces excess kurtosis and skewness as statistical measures for classifying market conditions. It proposes treating negative excess kurtosis as a sign of a trending market, then using positive skewness to indicate an upward bias and negative…

StatisticsTrend followingTechnical indicatorsRisk management
SuperMind

The document proposes a mainland China equity screen that selects main-board stocks with RSI below 65, a daily gain above 1%, and an industry concentration ratio between 20% and 70%. It also describes sorting qualifying stocks by a heat measure. The…

EquitiesChina marketsTechnical indicatorsMomentum
BigQuant

This research digest covers two portfolio topics. The first examines how the timing of book-to-price data affects the Fama–French HML value factor. It says more timely book-to-price measures can improve the use of value and momentum in risk adjustment and…

EquitiesFactor investingPortfolio constructionRisk management
MQL5 code base

The document describes an expert advisor for applying stop-loss and take-profit levels to manually opened positions. It can manage only positions on the chart's pair or positions across all pairs from a single chart. Settings specify the stop and target…

ForexRisk managementExecution
BigQuant

This overview surveys risks that can cause portfolio outcomes to diverge from expectations. It covers market exposures such as equity prices, interest rates, currencies, and commodities; credit and liquidity risks; concentration and operational risks;…

Portfolio constructionRisk managementMulti-asset
MQL5 code base

This MetaTrader expert advisor manages open positions using virtual take-profit, stop-loss, and breakeven levels. It detects orders on a chart and displays the corresponding exit prices as labels, with separate colors identifying breakeven, stop-loss, and…

ExecutionRisk managementPosition sizingForex
SuperMind

This Chinese equities screen selects stocks with turnover between 3% and 12%, a 2021 listing year, and an amplitude measure greater than 1. The article interprets the turnover band as selecting relatively active shares, the listing-year filter as targeting…

EquitiesChina marketsVolatilityTechnical indicators
Amberdata research

The article introduces OKX Nitro Spreads as a way to trade the price difference between futures and perpetual swap contracts through a single instrument. It describes spread trading as useful for hedging exposure or responding to price differences, with the…

CryptoFuturesPerpetual futuresArbitrage