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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
WonderTrader
14 documents
Alphalens
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

SuperMind

This note describes a stock screen that combines an amplitude threshold above 1, a MACD reading above its zero line, and a closing price equal to 18.5 yuan. It frames amplitude as a measure of price movement and MACD’s position as a bullish signal, while…

EquitiesChina marketsTechnical indicatorsVolatility
BigQuant

The research summary argues that conventional earnings multiples may be weak valuation tools for property developers because project-based results can be uneven and past earnings may not predict future performance well. It proposes using inventory as a…

EquitiesChina marketsFactor investingBacktesting
SuperMind

This post describes a Chinese stock selection rule that combines a daily price-range threshold, a newly formed KDJ crossover, and a weekly moving-average trend condition. The intended portfolio contains stocks whose high-low range exceeds one percent, whose…

EquitiesChina marketsTechnical indicatorsMomentum
Amberdata research

The article outlines ways decentralized finance and smart contracts could alter financial institutions beyond offering new digital asset exposure. It describes decentralized data storage as a possible way to reduce reliance on centralized data centers, and…

DeFiCryptoOn-chain dataExecution
ProRealCode

This indicator concept looks for a liquidity sweep around the latest confirmed swing high or low. It identifies pivots using a lookback period, then flags a bullish setup when price trades below a pivot low but closes and opens back above it; the bearish…

Technical indicatorsBreakoutRisk management
MQL5 code base

This document describes a higher-timeframe version of the Fisher_org_v1 indicator for MetaTrader 5. Its stated addition is a timeframe input, allowing the user to select the chart period from which the indicator draws its readings while viewing another chart…

Technical indicators
BigQuant

This research summary examines China’s medical imaging equipment market and United Imaging’s position as a domestic supplier. It presents demand growth as supported by low equipment availability relative to developed markets and policy efforts to expand…

EquitiesChina marketsFactor investingRisk management
SuperMind

The post describes a Chinese equity screen for stocks in the metaverse theme, combining a short-term price condition with a longer moving-average trend filter. Its stated rationale is that prices above a five-day average may reflect near-term strength, while…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This document proposes a Chinese stock screen focused on companies classified in the metaverse sector. It combines a rounded-bottom, or arc-shaped, price pattern with exclusion of special-treatment stocks and an early-morning selection of five candidates…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This document outlines a technical screen for Chinese stocks using three conditions: at least five moving averages converge, the stock did not close at its daily price limit on the previous day, and its 30-day average is rising. The intended interpretation…

EquitiesChina marketsTechnical indicatorsRisk management
FMZ forum

This essay argues that systematic, rule-based investing may be especially useful in China’s equity market, which the author characterizes as unusually speculative and shaped by short-term trading, policy shifts, and weak alignment between some controlling…

EquitiesChina marketsBacktestingRisk management
SuperMind

This document describes a Chinese A-share stock screen that looks for turnover between 3% and 12%, excludes Beijing-listed shares, and selects stocks whose opening price is near the 10-day moving average. Its illustrative Python approach narrows the universe…

EquitiesChina marketsTechnical indicators
SuperMind

This post outlines a short-term stock screen based on more than two limit-up sessions within ten days and previous-day turnover above 60 million yuan, with candidates ranked by capital-flow strength. It frames these conditions as a way to find active stocks…

EquitiesChina marketsMomentumBreakout
BigQuant

This tutorial explains applying principal component analysis to stock returns to identify dominant co-movement patterns. It standardizes historical returns, estimates a rolling correlation matrix, and decomposes it into eigenvalues and eigenvectors. The…

EquitiesChina marketsMachine learningStatistics
SuperMind

This Chinese-language post describes a stock screen combining RSI below 65, the product of percentage price change and a large-order net-flow measure above zero, and a share price set at 18.5 yuan. It presents the conditions as a way to combine a technical…

China marketsEquitiesTechnical indicatorsSentiment
MQL5 code base

The Percentage Price Oscillator (PPO) expresses the gap between a short and a long exponential moving average as a percentage of the long average. The document uses nine-day and 26-day averages, making the value comparable across instruments with different…

MomentumTechnical indicators
vn.py community

This Chinese-language forum post concerns calculating higher-timeframe indicators in real time from a lower-timeframe bar callback, such as updating 30- or 60-minute KDJ or RSI while processing five-minute bars. The example creates separate bar generators…

Technical indicatorsMachine learningStatistics
MQL5 code base

This indicator description explains how to display the range of a chosen time interval and carry that range forward until the next session. The resulting corridor is marked with dot-dash lines and a change in background color, making the original interval…

Technical indicatorsBreakout
MQL5 code base

This brief description introduces a semaphore-style indicator that signals when price crosses the Ichimoku Kijun Sen line. The stated concept is a direct line-break trigger: a price move through the Kijun Sen produces an indicator signal. It does not explain…

Technical indicatorsBreakout
MQL5 code base

This XAUUSD indicator description outlines a multi-timeframe method for locating liquidity and order blocks across daily, H4, M30, M15, and M5 charts. It marks areas where higher-timeframe liquidity aligns with M5 levels, then looks for a sweep followed by…

CommoditiesBreakoutTechnical indicatorsRisk management
MQL5 code base

The document describes an indicator that highlights candles whose closing prices fall within overbought or oversold zones. It identifies the indicator as an updated version of an earlier candle-highlighting tool and names a supporting MQL5 library used for…

Technical indicatorsVolatility
MQL5 code base

The document presents a stock-selection rule combining three conditions: RSI below 65, first-level bid volume greater than ask volume, and a weekly five-period moving average crossing above the ten-period average. It interprets the RSI threshold as a…

EquitiesTechnical indicatorsMomentumMarket microstructure
SuperMind

The document describes a short-term forex approach that opens a position around the transition between trading days, following the direction indicated by the previous day’s candle. It also discusses a script designed to collect statistics on whether a price…

ForexTechnical indicatorsStatisticsRisk management
Awesome Systematic Trading

This algorithm implements a January barometer rule using a broad equity ETF and a Treasury bill ETF as alternatives. At the start of January, it liquidates the bill holding and invests in equities, recording the equity price as a reference. In February, it…

EquitiesUS marketsEvent-drivenBacktesting