Skip to content

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

682 documents

FMZ forum

This guide describes an analysis tool for calculating and plotting expressions over market time series, with syntax influenced by the public Alpha101 formula collection. It lists arithmetic and conditional operators alongside functions for lagging…

Technical indicatorsStatisticsBacktestingEquities
FMZ forum

This FAQ collects practical guidance for operating strategies on the FMZ platform. It explains where runtime logs are stored, notes that the standard order query returns pending orders, and suggests using an exchange’s underlying API when filled-order…

FuturesBacktestingTechnical indicatorsExecution
FMZ forum

This trading essay argues that traders should respond to observed price changes and predefined system signals instead of becoming attached to a directional forecast. It highlights how an open position can bias judgment toward evidence that supports the…

FuturesTrend followingRisk managementExecution
FMZ forum

The article explains how limit order books work and why large visible orders can expose traders to front running and adverse selection. Iceberg orders reduce that exposure by displaying only part of a larger order, though hiding demand can also make…

High-frequency tradingMarket microstructureExecutionStatistics
FMZ forum

The essay examines how randomness can make a trader’s successful record look like evidence of skill, using the analogy of a chance-generated literary achievement. It argues that market prices can fluctuate for reasons unrelated to near-term business value,…

StatisticsRisk managementBacktestingEquities
FMZ forum

Turtle Soup is described as a short-term reversal approach that seeks to exploit failed breakouts associated with trend-following systems. The article contrasts it with the classic Turtle method, which enters in the direction of a 20-day high or low and may…

EquitiesMean reversionBreakoutTechnical indicators
FMZ forum

The author describes turning a strategy intended to earn money into one intended to accumulate bitcoin. The original approach bought cautiously and sold quickly; the reversed version spends most of its time holding the asset, sells cautiously, and buys more…

CryptoSpot marketsMean reversionRisk management
FMZ forum

The author discusses practical issues in compounding returns from perpetual-futures funding-rate strategies. They describe high taker fees and possible price slippage during hedging, the need to correctly complete a partially executed leg, and a profit…

CryptoPerpetual futuresRisk managementExecution
FMZ forum

The document explains Kaufman’s adaptive moving average (AMA) as an adjustment to conventional moving averages, whose fixed speeds can lag sharp trends or turn repeatedly in noisy markets. It introduces an efficiency ratio that compares net price change with…

Technical indicatorsTrend followingStatisticsBacktesting
FMZ forum

The document shows a simple two-sided quoting loop for BTC/USDT. On each tick, it reads the order book, places a sell price just below the best ask and a buy price just above the best bid, cancels existing orders, and repeats after a short delay. Its title…

CryptoMarket makingExecutionBacktesting
FMZ forum

This Chinese-language reference catalogs TA-Lib indicators and gives brief descriptions, function signatures, output shapes, and usage examples. Its visible sections cover trend measures such as moving averages, Bollinger Bands, and Parabolic SAR, followed…

Technical indicatorsTrend followingMomentum
FMZ forum

This stock-screening recipe selects members of a designated metaverse sector when their latest close is above the prior close and the MACD signal line, DEA, is rising. The proposed final filter also requires a six-period RSI above 50. The document provides…

EquitiesChina marketsTechnical indicatorsMomentum
FMZ forum

This essay explains black swan events as rare occurrences with unusually large consequences and focuses on the distinction between known risks and unknown unknowns. It uses historical market crashes, a casino liability, terrorism, an epidemic, and the…

Risk managementVolatilityPortfolio constructionEquities
FMZ forum

The article examines three futures strategies in China’s oilseed complex: soybean crush spreads, soybean oil versus palm oil substitution spreads, and soybean oil versus soybean meal companion spreads. It outlines the production and consumption logic behind…

CommoditiesFuturesArbitragePairs trading
FMZ forum

This Chinese-language tutorial section explains two ways to request exchange API data. For endpoints that do not require authentication, such as market data unrelated to account details, it describes using an HTTP query function and gives examples for…

CryptoFuturesExecution
FMZ forum

This reference summarizes Kraken futures contract conventions and integration details for automated trading. It distinguishes inverse crypto-margined contracts from a forward contract margined in BTC, describes perpetual and fixed-maturity listings, and…

CryptoFuturesPerpetual futuresExecution
FMZ forum

This explainer describes how Bitcoin wallets create key pairs and addresses, and how transactions transfer value by referring to earlier transaction outputs. It walks through transaction fields such as identifiers, inputs, outputs, lock time, signatures, and…

CryptoSpot marketsMarket microstructure
FMZ forum

Across a series of personal essays, the author argues that futures traders should prioritize survival over rapid gains. The main practices are keeping positions small, capping losses with predefined stops, following the prevailing trend, simplifying analysis…

FuturesTrend followingRisk managementPosition sizing
FMZ forum

This short Python example sketches a grid approach for ETC/USD using 15-minute data. It builds price levels by repeatedly increasing a starting level by five percent, locates the current price within those levels, and places an initial buy. The intended loop…

CryptoGrid tradingBacktestingPosition sizing
FMZ forum

Algorithmic trading turns explicit rules based on variables such as price, timing, quantity, or mathematical models into instructions that monitor markets and place orders. The document illustrates a moving-average crossover and surveys strategy families…

EquitiesTrend followingArbitrageMean reversion
FMZ forum

This market commentary explains the divergence between large, established A-share companies and smaller, often high-valuation stocks through shifts in economic, monetary, and regulatory conditions. It argues that improving results in traditional cyclical…

EquitiesChina marketsFactor investingMarket microstructure
FMZ forum

The document explains several bare candlestick patterns: morning and evening stars, bullish and bearish engulfing patterns, and red or black three-soldier sequences. It assigns bullish or bearish interpretations to these formations and suggests using stars…

Technical indicatorsBacktestingRisk management
FMZ forum

The post defines bullish and bearish three-candle patterns using consecutive closes, close locations within each candle, and limited opposing shadows. It proposes reversing positions when the opposite pattern appears: bullish formations close shorts and open…

CryptoTechnical indicatorsBreakoutBacktesting
FMZ forum

This Chinese-language forum post raises a backtesting problem: gaps in stored Bitcoin market data can leave an open position without later bars on which the strategy could close it. The example describes a long period of missing exchange candles and asks how…

CryptoBacktestingStatistics