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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
Quantpedia
86 documents
TqSdk
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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

MQL5 code base

Parabolic SAR is a chart overlay designed for trending markets. Its dots or line appear below price during an uptrend and above price during a downtrend. When price crosses the indicator, SAR switches sides; the text describes this as a possible signal that…

Technical indicatorsTrend followingRisk management
BigQuant

This article explains a Dual Thrust trend-following method and its application to a basket of nickel, rebar, and coking coal futures. It defines a range from historical highs, lows, and closes, then sets upper and lower breakout thresholds around the current…

FuturesCommoditiesTrend followingBreakout
FMZ forum

This talk overview explains four broad approaches to quantitative trading: market making, statistical arbitrage, price prediction, and microstructure trading. Market makers post bids and offers to supply liquidity and seek to earn the spread, while managing…

High-frequency tradingMarket makingArbitrageMarket microstructure
ProRealCode

This strategy proposes long entries on the Nasdaq using 30-minute bars. It combines the directional indicator and Average Directional Index (ADX): an entry can occur when positive directional movement crosses a threshold while ADX is already above its…

FuturesTechnical indicatorsTrend followingRisk management
SuperMind

This note describes an A-share stock screen using turnover between 3% and 12%, market capitalization below 10 billion yuan, positive earnings, and an opening auction price change from -2% to 5%. The stated rationale is to focus on profitable, moderately…

EquitiesChina marketsTechnical indicatorsMarket microstructure
MQL5 code base

This Expert Advisor implements a Bill Williams style trend entry by placing pending orders around fractal breakouts. It places a stop at the Alligator Lips level and sets profit targets at Fibonacci extensions. The first order is described as twice the size…

ForexBreakoutTrend followingTechnical indicators
SuperMind

This proposed stock screen combines three technical conditions: a daily amplitude measure above 1, a positive weekly MACD condition described as a red histogram, and seven consecutive declining closes. The article frames the combination as a possible search…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

This screen narrows the universe to stocks classified in the metaverse industry, then looks for a newly formed bullish KDJ crossover alongside a shortening negative MACD histogram on a 15-minute chart. The article interprets the KDJ cross as a possible turn…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This proposed Chinese stock screen selects shares whose daily high-low range exceeds 1%, whose KDJ J line has just crossed above D, and which have had more than two limit-up days within ten days. The text interprets a large range as evidence of volatility,…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

The document describes four MQL5 scripts for opening long positions with stop loss and take profit distances specified in points from the current price. Two variants submit protective orders along with the trade for brokers that support this approach and…

ExecutionPosition sizingRisk managementForex
SuperMind

This Chinese stock-selection proposal combines a relative-strength index below 65, an external-to-internal trading-volume ratio above 1.3, and revenue growth from 2018 to 2021 above 10%. The author presents the mix as a way to bring technical conditions,…

EquitiesTechnical indicatorsChina marketsRisk management
MQL5 code base

This Expert Advisor design runs separate long and short trading systems based on signals from the ColorMETRO indicator. Inputs with one prefix control long trades, while another group controls short trades; each side has its own magic number, position-sizing…

ForexTechnical indicatorsPosition sizingBacktesting
BigQuant

The document outlines the five factors used to explain differences in stock returns: market excess return, company size, book-to-market value, profitability, and investment. It describes each as a comparison between groups of stocks, such as small versus…

EquitiesFactor investingStatisticsPortfolio construction
BigQuant

This BigQuant example builds a daily Chinese-stock portfolio by ranking eligible shares on 30-day turnover variability relative to their industry group. It filters out risk-warning stocks and applies price and listing-age conditions, then selects five names…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This historical account explains how Bridgewater developed the All Weather approach from a broader effort to understand recurring economic relationships. Its core framework separates returns into cash, market beta, and manager alpha, then considers how…

Multi-assetPortfolio constructionRisk managementFixed income
Freqtrade docs

This documentation explains how Freqtrade strategy callbacks complement vectorized indicator and signal functions. Callbacks run when needed, often repeatedly during live trading or at each simulated candle, so the guidance warns against costly calculations…

ExecutionRisk managementPosition sizingBacktesting
SuperMind

This article presents a Chinese equity selection rule focused on stocks associated with the metaverse concept. Candidates must have a 30-day moving average that is rising and must not be listed on the STAR Market. The article gives screening logic in terms…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This article describes a Chinese equity screen combining daily price movement, a rising trend filter, a market capitalization ceiling of 10 billion yuan, and positive net profit. It frames amplitude above 1% as a way to find more volatile shares and a 20-day…

EquitiesChina marketsTechnical indicatorsMomentum
BigQuant

This market note reviews a modest rebound in Chinese equities and discusses the forces behind it. It attributes the recovery partly to expectations of improved second-quarter corporate earnings and reduced global risk aversion. It also cautions that…

EquitiesChina marketsPortfolio constructionRisk management
BigQuant

This brief student response defines quantitative investing as using data, statistics, research, systematic data collection, backtesting, and programmed trading to make investment decisions. It highlights several perceived advantages: a repeatable process,…

StatisticsBacktestingRisk managementPortfolio construction
MQL5 code base

This document outlines an Expert Advisor that uses the Blau Ergodic oscillator to generate trade entries. It lists three possible signal events: a change in histogram direction, a move through the zero line, or a change in the signal-line cloud's color. An…

ForexTechnical indicatorsBacktestingExecution
SuperMind

This Chinese stock-screening article proposes selecting shares with a daily range above a threshold, rising lows, positive institutional buying, and a 20-day moving average above the 250-day average. It also excludes special-treatment stocks and describes…

EquitiesTechnical indicatorsMomentumSentiment
SuperMind

This Chinese stock-screening note describes a technical filter combining daily price range, Bollinger Bands, and recent returns. It seeks stocks with a price range above a 20-day average, a close between the Bollinger middle and upper bands, and a positive…

EquitiesTechnical indicatorsMomentumRisk management