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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

79,386 documents

MQL5 code base

This trading utility estimates the deposit-currency profit or loss of open market orders on the current chart symbol at a hypothetical price. The trader places a horizontal line named LP, and the calculation updates as the line moves, showing the projected…

Risk managementPosition sizing
SuperMind

This Chinese stock screen selects shares with turnover between 3% and 12%, at least one limit-up event in the prior 25 days, and three consecutive limit-up sessions as of the previous day. The stated rationale is to find actively traded stocks with recent…

EquitiesChina marketsMomentumRisk management
MQL5 code base

The note introduces an ATR-based range indicator used by an associated grid expert advisor. Its central idea is that a period of low volatility may precede an impulse move, and that the subsequent move can be approached with a flat breakout strategy. The…

ForexVolatilityBreakoutTechnical indicators
SuperMind

This Chinese stock selection rule combines three conditions: daily high-to-low amplitude above 1%, a newly formed KDJ golden cross, and a 14-period RSI below 65. The accompanying examples describe calculating the range as the high-low difference relative to…

EquitiesTechnical indicatorsMomentumRisk management
MQL5 code base

BoDi measures the distance between the upper and lower Bollinger Bands and displays that difference as a histogram. The document explains that the bands tend to widen during strong upward or downward price impulses and narrow as the movement loses force. It…

Technical indicatorsVolatilityForex
SuperMind

This stock selection proposal filters for amplitude above one percent, a positive ten-day price change below thirty-five percent, and turnover between two and nine percent. The post interprets the range as a measure of volatility, the return band as a way to…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen combines an amplitude threshold above one percent, an opening auction gain below six percent, and a current high that is the highest across two days. The post frames these conditions as a way to identify shares with short-term upward…

EquitiesChina marketsTechnical indicatorsBreakout
Lumibot

The document contrasts an educational AI investing project, which organizes investor-style agents to debate ideas, with a framework centered on the trading strategy lifecycle. It describes a workflow in which agent decisions are tested on historical data,…

Machine learningBacktestingRisk managementExecution
OctoBot

FUD describes a wave of pessimism, rumors, or uncertainty that can influence investment choices and market behavior. The document contrasts it with FOMO: fear of missing gains can draw investors into rising assets, while FUD may prompt panic selling. It also…

CryptoSentiment
SuperMind

This technical stock screen combines RSI below 65, three consecutive bearish candles, and a MACD reading above zero. The intended idea is to find stocks that have recently pulled back while the broader indicator remains in positive territory. The article…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese equity screening rule selects stocks whose previous day’s price amplitude exceeds 1%, that appeared on the prior day’s trading leaderboard, and that rank among the top five by current-day auction amount. The proposed rationale is that elevated…

EquitiesChina marketsVolatilityMomentum
ProRealCode

This intraday strategy looks to short crude oil when a five-minute candle signals a downside breakout. The signal requires both candle range and volume to exceed three times their respective averages over a 276-bar lookback, with the candle closing below its…

CommoditiesFuturesBreakoutTrend following
SuperMind

This stock screen selects A-shares with turnover between 3% and 12%, excludes Beijing-listed shares, and requires prior-day trading value above 60 million. The article argues that trading value can serve as a rough indicator of market participation and…

China marketsEquitiesTechnical indicatorsExecution
SuperMind

This Chinese stock-selection proposal screens for shares with an amplitude above 1, a ratio between 0.5 and 2 formed from the prior day’s turnover rate and today’s auction volume relative to the prior day’s volume, and upward-diverging moving averages. Its…

China marketsEquitiesMomentumTechnical indicators
ProRealCode

TMAGi combines the spacing among three moving averages with the difference between the ADX system’s positive and negative directional indicators. It multiplies total moving-average separation by that directional difference, then plots the result with a short…

Technical indicatorsTrend followingMomentum
FMZ guides

This guide explains a formula tool for rapidly calculating and checking trading ideas using expressions based on publicly available WorldQuant Alpha101 methods. It lists arithmetic and conditional syntax, cross-sectional ranking, lagging, moving averages,…

Factor investingTechnical indicatorsStatisticsBacktesting
MQL5 code base

This document briefly describes a Murrey levels indicator that places level values in indicator buffers and adds visual text identifying those levels. It attributes the indicator to Vladislav Goshkov and notes that it depends on a font-name library file…

Technical indicators
SuperMind

The post describes a multi-factor stock-selection strategy and compares its performance with and without a hedge during a period of severe market weakness. The author says the unhedged strategy still showed excess returns, while adding a hedge visibly…

EquitiesFactor investingBacktestingRisk management
MQL5 code base

The indicator records the highest and lowest prices during a chosen opening window, then extends those levels across the session. It derives profit targets as multiples of the opening range and can mark breakouts, retests, and failed retests. Its…

BreakoutMean reversionTechnical indicatorsRisk management
MQL5 code base

This document describes a MetaTrader indicator that plots a vertical histogram showing the distribution of prices over a configurable calculation period. Its listed inputs control the period, the initial drawing shift, the histogram scale, and the color used…

Technical indicatorsStatistics
SuperMind

This short-term stock screen selects Chinese equities using three conditions: daily amplitude above 1, the 9:25 price gain below 6%, and previous-day turnover above 60 million. The stated rationale is to find active, liquid stocks while avoiding stocks that…

EquitiesTechnical indicatorsRisk managementChina markets
MQL5 code base

This Expert Advisor develops an earlier MACD-based system by replacing standard MACD with Zero-Lag MACD. It can reverse signal direction and manages a series of positions by increasing the spacing between entries, take-profit distance, and trade size as the…

ForexTechnical indicatorsPosition sizingBacktesting
BigQuant

The article presents six discretionary rules for short-term trading: exit when a closing price falls below its five-day moving average, use a two-day moving average to judge the near-term trend, wait for preset entry conditions, and follow sell signals…

Technical indicatorsTrend followingRisk managementPosition sizing