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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
Quantopian lectures
45 documents
Binance API docs
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

BigQuant

This analysis examines whether limits on how far bond yields can fall weaken bonds’ return contribution and diversification value. It models a global bond portfolio, a global 60/40 stock-bond portfolio, and a leveraged risk-balanced portfolio, using equal…

Fixed incomePortfolio constructionRisk management
MQL5 code base

The document describes an on-screen account risk monitor for traders operating under a prop firm’s daily loss limit. It says the tool tracks account equity in real time and displays the remaining room before the account reaches that limit, allowing a trader…

Risk management
MQL5 code base

The document describes an MT5 scalping expert advisor that combines six entry filters: dual moving-average trend direction, ATR-based trend strength, price location relative to the averages, a volatility-buffered N-bar breakout, an RSI range check, and…

ForexBreakoutTechnical indicatorsRisk management
SuperMind

This proposed Chinese equity screen looks for stocks in a metaverse concept group with prior-day actual turnover between 3% and 28%, alongside positive net buying attributed to major participants during the auction. The post frames the turnover range as a…

China marketsEquitiesMarket microstructureExecution
SuperMind

This proposed Chinese equity screen selects stocks in a metaverse concept group when the closing price is above its five-day moving average and a measure of large-investor net flow is positive. The post presents equivalent conditions in a charting platform…

China marketsEquitiesMomentumTechnical indicators
SuperMind

This document describes a Chinese stock screen that requires amplitude above 1, a positive ten-day return below 35%, and the previous day’s price above its 250-day moving average. The rationale is to combine notable price movement, a moderate recent gain,…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This document presents a stock screen combining amplitude above 1, a K-line value below 20, and a condition described as the start of a major upward move. It characterizes the low K-line value as an oversold signal and the final condition as evidence that an…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This document describes a short-term screen for main-board Chinese stocks that are not designated special-treatment shares. Before 10 a.m., it selects stocks with turnover between 3% and 12%, a daily gain above 1%, and a pattern described as a five-step…

EquitiesChina marketsBreakoutMomentum
SuperMind

The document describes a Chinese equity selection rule combining three conditions: daily price amplitude above a threshold, the stock price above its five-day moving average, and at least two limit-up events within a rolling 500-day window. The proposed…

EquitiesTechnical indicatorsMomentumChina markets
MQL5 code base

This brief note introduces a simple order-management class for trading systems. Its listed operations cover closing all open orders, closing only buy or sell positions, deleting pending orders, and counting total or side-specific open orders. The example…

ExecutionRisk management
Stratmill research code

This document describes an analytical method for choosing entry and exit levels in a statistical arbitrage strategy whose log price follows an exponential Ornstein–Uhlenbeck process. The trade cycle runs from an entry level to an exit level and back to the…

Mean reversionArbitrageStatisticsRisk management
SuperMind

This equity screen selects companies associated with the metaverse theme, a positive institutional-flow signal, and a closing price above its 250-day moving average. The long-term average is used as a trend filter, while the flow condition is intended to…

EquitiesChina marketsTechnical indicatorsTrend following
Cryptohopper blog

This overview compares hardware, desktop, web, mobile, and paper wallets for storing cryptocurrency keys. It explains the central custody issue: control of private keys governs access to funds, so loss or theft of the keys can mean loss of access. Offline…

CryptoRisk managementSpot markets
SuperMind

This short-term Chinese stock screen combines a price-range threshold, current volume above 10,000 lots, a higher opening, and a MACD condition described as negative two sessions earlier. The rationale is that range and volume indicate active trading, a…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

The document proposes a Chinese stock screen using a turnover range of 3% to 12%, excluding Beijing-listed shares, and requiring a positive weekly bar. It presents the weekly condition as a way to favor stocks with favorable recent price action. The…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This proposed A-share screen combines a daily range filter, a recent three-session limit-up condition, and a closing price above its 250-day moving average. The accompanying explanation interprets these as signs of trading activity, strong buying interest,…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

This description explains a trading-platform utility for reviewing open BUY and SELL positions and applying take-profit changes to selected trades. The panel orders positions by price, displays up to five on each side, and lets the user select positions with…

ExecutionRisk managementPosition sizing
SuperMind

The proposed Chinese equity screen selects stocks whose daily high-low range exceeds a threshold, whose closing price is above its five-day moving average, and whose price-to-earnings ratio is positive. The criteria combine recent price movement, short-term…

EquitiesChina marketsTechnical indicatorsFactor investing
MQL5 code base

This indicator uses three ADX periods, set by default to 10, 14, and 20, to display trend regions on the main price chart. It marks where a trend appears to begin and end and where the market lacks a clear trend. An optional alert can signal when a…

Technical indicatorsTrend followingRisk management
BigQuant

This report discusses how China’s changing investor mix may alter equity factor behavior, using earnings momentum as its example. It argues that institutionalization and international investment can support fundamental factors over the long term, while…

China marketsEquitiesFactor investingMomentum
MQL5 code base

The Expert Advisor identifies price consolidation levels and draws them as horizontal lines that form a channel. It uses the upper pair of lines as a corridor for buy positions and the lower pair for sells. The rules limit the number of positions of each…

ForexTechnical indicatorsPosition sizingRisk management
ProRealCode

This strategy trades five-minute Dow index bars when a bullish or bearish engulfing candle forms with a body exceeding a multiple of average true range. Two Bollinger-style bands, calculated from moving averages and standard deviations, provide trend…

FuturesTechnical indicatorsVolatilityRisk management
vn.py community

This forum exchange explains that a VeighNa CTA strategy’s operating interval depends on its implementation. A strategy can react to each incoming tick, process one-minute bars formed from ticks, or aggregate those bars into longer periods using a bar…

FuturesTechnical indicatorsRisk managementExecution