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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

12,303 documents

FMZ digest

The document introduces average true range (ATR) as a measure of price movement and explains how its level may reflect changing market conditions. It associates unusually high ATR with panic and possible turning points, and low ATR with consolidation or…

FuturesCommoditiesVolatilityTechnical indicators
FMZ digest

The document presents an FMZ teaching strategy that adds positions at successive price levels spaced by multiples of ATR. It builds short positions when price rises through upper levels and long positions when price falls through lower levels, increasing the…

FuturesGrid tradingVolatilityPosition sizing
FMZ digest

The document presents three rule-based trading templates and frames them as distinct ways to reason about markets: summarizing past prices, applying explicit intraday rules, and interpreting market positioning or expectations. The first template combines a…

Technical indicatorsFuturesBreakoutVolatility
FMZ digest

The document explains Shannon’s Demon, a portfolio strategy that repeatedly rebalances between cash and a volatile asset. In a simplified random walk, the strategy can gain from price fluctuations even when the asset has no positive expected return. The…

CryptoVolatilityPortfolio constructionBacktesting
FMZ digest

This article introduces market noise as a way to describe how directly prices travel between two points. It outlines several measures: an efficiency ratio comparing net price change with the sum of intervening moves, price density based on the range and…

StatisticsTrend followingMean reversionVolatility
FMZ digest

The article describes a risk-parity strategy for a basket of tokenized traditional assets and BTC: an equity index proxy, gold, crude oil, and Bitcoin. Rather than assigning equal capital, it seeks roughly equal risk contributions, accounting for both asset…

Multi-assetPortfolio constructionRisk managementVolatility
FMZ digest

The article develops a probability-based framework for BTC 15-minute Up/Down contracts. It treats the target as the conditional probability of settling above the round’s official reference price, then compares that estimate with executable contract prices…

CryptoDerivatives pricingStatisticsVolatility
FMZ digest

The document introduces Shannon’s Demon, a portfolio rebalancing method that holds equal values in a risky asset and cash, then restores that balance after the asset price changes. The strategy aims to capture gains from price fluctuations even when the…

CryptoVolatilityPortfolio constructionBacktesting
FMZ digest

The document presents a framework for estimating the probability that Bitcoin will finish above a round’s benchmark, conditional on its current price distance, time remaining, volatility, and recent drift. It separates this forecast from Polymarket prices,…

CryptoStatisticsVolatilityExecution
FMZ digest

The document describes a percentage-based grid strategy for a volatile Pre-IPO derivative. It divides a price range into levels, placing buys below and sells above, and proposes moving the range after a breakout. The described implementation can trade long,…

CryptoGrid tradingVolatilityPerpetual futures
FMZ digest

The document introduces FMZ’s data exploration module, which combines market datasets with SQL queries and charting. Users can inspect available OHLC and tick tables, preview fields, upload limited CSV datasets, and query with editable parameters. Saved…

CryptoFuturesVolatilityMarket microstructure
FMZ digest

The document presents a contract-selection process for directional crypto option trades across Deribit, Binance Options, and OKX. It standardizes contract prices, forwards, Greeks, implied volatility, and liquidity data before comparing candidates. Four…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary interprets reported Bitcoin options activity across several expiries and strike ranges. It describes aggressive call selling early in the week, followed by put purchases as the underlying fell through a cited price level. Some put…

OptionsCryptoVolatilityMarket microstructure
Deribit Insights

This weekly analytics recap tracks sentiment in BTC and ETH through perpetual funding, futures yields, options volatility, and volatility smile skew. It characterizes both assets as broadly bullish: perpetual funding remained positive, implied futures yields…

CryptoFuturesOptionsVolatility
Deribit Insights

This market recap interprets BTC and ETH derivatives positioning around a hotter-than-expected CPI release and ongoing regulatory concerns. Although the initial price dip was quickly bought and prices remained near pre-release levels, block sellers of…

CryptoOptionsVolatilitySentiment
Deribit Insights

This brief options-flow note describes traders concentrating on Bitcoin puts amid rising implied volatility. It highlights a large in-the-money put sale at the June and July $25,000 strikes that did not slow the volatility increase, alongside a trader who…

CryptoOptionsVolatilitySentiment
Deribit Insights

This brief options flow note describes Bitcoin positioning before and after a Federal Reserve meeting. It reports early risk-off activity followed by purchases of call spreads and outright calls at higher strikes, alongside the sale of existing March calls.…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market note examines a sharp Bitcoin rally and the accompanying changes in realized and implied volatility, term structures, skew, option flows, and dealer gamma for Bitcoin and Ethereum. It connects traders’ expectations to a possible Bitcoin ETF…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary traces Bitcoin and Ethereum options activity around a sharp change in sentiment. It describes large March Bitcoin calls being sold and redistributed, early bearish positioning through puts, and a turn toward calls after a favorable…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This podcast synopsis reviews a sharp market selloff and explores its connection to an unwind of the yen carry trade. The hosts discuss Japan’s macroeconomic backdrop, global spillovers, US economic data, volatility spikes, and possible changes in rates and…

CryptoOptionsVolatilityRisk management
Deribit Insights

This podcast synopsis outlines a discussion of Bitcoin’s relative stability during a period of geopolitical tension and a quiet summer market. The hosts connect the market backdrop to low inflation and ongoing ETF inflows, and consider whether traders are…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary traces Bitcoin options positioning around resistance near 25,000 and a subsequent decline. It describes funds buying calls while other funds sold at-the-money straddles and strangles, seeking to earn theta and volatility decay while…

CryptoOptionsVolatilityMarket making