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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

79,386 documents

MQL5 code base

This Expert Advisor uses a color transition in the ColorXCCXCandle indicator to generate a signal when a bar closes. The document describes the trigger but does not explain how candle colors are calculated, whether a color change prompts a buy or sell, or…

ForexTechnical indicatorsBacktestingExecution
SuperMind

The proposed stock screen combines three filters: membership in the metaverse theme, a positive institutional-flow reading, and a stated intraday loss range of roughly four to five percent. The article frames the decline filter as a way to find stocks that…

EquitiesChina marketsEvent-driven
ProRealCode

This indicator identifies intraday support and resistance from rolling lows and highs. It checks whether an extreme remains unchanged across a confirmation lookback, then smooths repeated values and records levels that persist across consecutive bars. A…

Technical indicatorsEquities
MQL5 code base

The document describes an Expert Advisor that watches a chart for horizontal and trend lines in a selected monitoring color. When price crosses a watched line, the tool can issue a platform alert, a mobile notification, or an email, provided the…

Technical indicatorsExecution
SuperMind

This Chinese equity screening idea combines daily price range, a positive weekly MACD reading, and an upward-sloping 30-day moving average. The article’s final version adds a valuation filter, stating that the price-to-book ratio should fall within a…

EquitiesTechnical indicatorsMomentumChina markets
ProRealCode

The document describes a ProRealCode indicator that smooths price inputs before calculating Heikin-Ashi open, high, low, and close values. A second set of configurable averages smooths those derived candle values. The indicator can either draw the smoothed…

Technical indicatorsEquitiesFutures
MQL5 code base

This indicator description explains a Fractal ZigZag port that uses ZigZag logic to identify swing highs and lows, then plots or estimates a version intended to avoid redrawing. It says that values are backdrawn by two bars from the current bar, a detail…

Technical indicatorsStatisticsBacktesting
SuperMind

The document outlines a Chinese-equity screening idea that selects stocks classified in the metaverse theme, requires a positive recent price return, and applies a threshold to a 2019 dividend-related measure. It presents the screen in both a platform…

EquitiesChina marketsFactor investingBacktesting
FMZ forum

The document introduces Occam’s razor as a preference for explanations or solutions that require fewer assumptions when they account for the same observations. It stresses that simplicity is a guiding heuristic, not a scientific law, and that evidence must…

Technical indicatorsStatisticsRisk management
SuperMind

The document presents a daily stock-selection screen combining three conditions: MACD above its zero line, a closing price below 12 yuan, and the 20-day moving average above the 120-day moving average. It says the scan is run before the market opens and…

EquitiesChina marketsTechnical indicatorsMomentum
NautilusTrader

An index price is an external reference value associated with an instrument. Derivatives venues may use it when calculating mark prices, funding, or settlement values. The update described here records the instrument, current price, event time, and…

FuturesPerpetual futuresDerivatives pricing
Amberdata research

This midweek derivatives recap describes a subdued Bitcoin market and summarizes changes in implied and realized volatility, term structure, skew, options activity, and dealer gamma. It reports that Bitcoin’s realized volatility fell by about 10 points while…

CryptoOptionsVolatilityDerivatives pricing
MQL5 code base

The scanner describes a two-scale harmonic-pattern search: it looks for larger wave structures first, then checks smaller ones when broader price action is noisy. Rather than waiting for a candle pivot to be confirmed, it tracks the developing wick at point…

Technical indicatorsVolatilityRisk management
SuperMind

This Chinese A-share screening proposal combines a daily turnover range of 3%–12%, appearance on the previous day’s trading leaderboard, and a bullish weekly candle. Its rationale is to pair a liquidity or activity filter with a recent market-attention…

EquitiesTechnical indicatorsChina marketsMomentum
SuperMind

This document describes a stock-selection rule based on three conditions: RSI below 65, seven consecutive bearish daily candles, and a listing age greater than a chosen number of years. It presents the screen as a way to identify established companies after…

EquitiesChina marketsTechnical indicatorsMean reversion
OctoBot

This article explains SAFU, short for Secure Asset Fund for Users, as an emergency fund established by Binance to help protect customer assets in extreme situations. It says the exchange created the fund in 2018 and allocated a portion of trading fees to it.…

CryptoRisk managementSpot markets
SuperMind

This document outlines a daily screening rule for Chinese equities in the metaverse industry. It selects stocks when the KDJ indicator has just formed a bullish crossover and the volume ratio is between 1.5 and 6, with selection performed before 10 a.m. The…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

The document describes a trading-system risk analytics tool that processes closed-trade history and reports risk and performance measures. Its stated functions include Monte Carlo simulation, Value at Risk, Kelly Criterion position sizing, and more than a…

Risk managementPosition sizingStatisticsBacktesting
Stratmill research code

This method estimates portfolio weights for a spread using the Box–Tiao canonical decomposition. It first reorders the price columns so the selected dependent asset comes first, demeans the data, and fits a first-order vector autoregression. It combines the…

Pairs tradingStatisticsPortfolio construction
NautilusTrader

This example outlines a staged workflow for obtaining option data through an Interactive Brokers connection. It configures an instrument provider for an underlying futures contract and a put option, then checks whether the gateway or trading workstation is…

OptionsFuturesDerivatives pricingExecution
MQL5 code base

This expert advisor trades from the Omni_Trend indicator. It creates a signal when a large colored dot appears and acts on that signal after the bar closes. The document describes the signal rule but does not explain how the indicator calculates its dots or…

ForexTechnical indicatorsTrend followingBacktesting
MQL5 code base

The document outlines a zone recovery method that responds to an adverse price move by opening an opposite trade with a somewhat larger lot size. If price continues in that direction, the combined position may reach a profit level at which both trades can be…

ForexRisk managementPosition sizingExecution
FMZ forum

The article reviews evidence that individual investors often buy after prices fall and sell after they rise, while more financially sophisticated groups may show more momentum-oriented trading. It discusses several possible explanations: investors’ beliefs…

EquitiesMomentumMean reversionMarket microstructure
BigQuant

This brief strategy description proposes checking stocks one by one to identify which has produced the highest return under an event strategy, then buying that stock. It specifies daily Chinese stock-bar data, a backtest beginning in 2020 and running through…

EquitiesEvent-drivenBacktestingChina markets