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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

8,116 documents

Deribit Insights

The article compares Bitcoin and Ethereum volatility with equity volatility during 2022. It defines delivered volatility as a rolling 30-day standard deviation of log returns and describes how crypto volatility had generally moved alongside the S&P 500…

CryptoOptionsVolatilityStatistics
Deribit Insights

The article considers how a possible U.S. government shutdown could delay agency work, including Bitcoin ETF decisions, and interrupt macroeconomic data releases. Against recent crypto inflows, it argues that Bitcoin might remain range-bound into year-end…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market review tracks a sharp Bitcoin breakout and the related moves in Ether, using options volatility, skew, term structure, block trades, funding, and liquidation data. It describes implied and realized volatility rising, call skew strengthening as…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market note describes cautious options positioning amid a rebound in equity indexes and stable crypto spot prices. It points to firm implied volatility, elevated put skew, low trading volume, and continued demand for risk protection. Earlier put…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article proposes a defined-risk ETH bull call spread in anticipation of spot Ether ETF trading. The structure buys a lower-strike call and sells a higher-strike call with the same expiry, creating a net debit. The example uses the July 26 expiry, buying…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This market commentary tracks Bitcoin options activity around anticipated US futures ETF decisions in October 2021. It describes a period of accumulated call spreads and upside calls, alongside a notable short-dated put position interpreted as a hedge…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast episode combines a discussion of digital asset infrastructure with a short-term crypto market review. The guest describes how blockchain, stablecoins, and tokenization could improve efficiency and transparency in financial markets, while the…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report examines BTC and ETH derivatives through a sharp selloff and subsequent spot-price rebound. It describes a large long liquidation event, declines below reported support levels, and outflows from spot ETFs. Short-tenor at-the-money implied…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast listing outlines a discussion of crypto rates derivatives and market conditions. Its guest, the founder of Rho Labs, describes a platform offering rates products to more sophisticated clients. The listed topics include volatility in perpetual…

CryptoOptionsVolatilityPerpetual futures
Deribit Insights

This commentary tracks how BTC options pricing shifted from a preference for downside protection toward a more balanced volatility smile. It compares SABR-calibrated implied volatility across strikes and tenors, noting that earlier smile flattening came from…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market recap reviews BTC and ETH futures, perpetual swap funding, and options volatility. It reports that ETH futures underperformed BTC over the week before recovering toward spot, while BTC annualized futures yields returned to just above 2%…

CryptoFuturesOptionsVolatility
Deribit Insights

The market review tracks BTC and ETH spot levels, realized and implied volatility, volatility term structures, skew, and reported option flows ahead of an anticipated ETH spot ETF launch. It argues that ETH implied volatility remained elevated relative to…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The review examines crypto derivatives during a period of geopolitical escalation and tightening liquidity. It compares spot-market declines with option volatility and futures premiums, noting that realized volatility remained near or below implied…

CryptoOptionsFuturesVolatility
Deribit Insights

This overview describes a tool that retrieves options open interest through an exchange API and calculates max pain for a selected expiry. Max pain is defined as the underlying price at which the total intrinsic value of currently held calls and puts would…

OptionsCryptoDerivatives pricingStatistics
Deribit Insights

This weekly report compares Bitcoin and Ether derivatives conditions during a strong spot-market recovery. It tracks perpetual swap funding, futures implied yields, at-the-money implied volatility term structures, and 25-delta risk reversals. The report says…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast discussion traces crypto markets’ shift from a retail-heavy ecosystem toward participation by hedge funds, pension funds, banks, and asset managers. The guest draws on experience in equity derivatives and high-frequency trading to discuss market…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report compares Bitcoin and Ether derivatives indicators during a period when BTC weakened and ETH performed better in spot markets. It uses perpetual-swap funding rates, annualized futures yields, at-the-money implied volatility, and options…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This market commentary uses BTC options flow to assess positioning during a period of weakness across risk assets. Although Bitcoin held up relatively well in spot trading, the author says options activity leaned defensive: put buying continued during price…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article reviews Bitcoin’s rebound after a weekend selloff linked to geopolitical tensions, then examines how crypto options markets responded. It describes a rise in realized volatility, front-end BTC volatility finding support, and weekend price swings…

CryptoOptionsVolatilitySentiment
Deribit Insights

This option-flow note describes BTC call activity during a period when strong price resistance frustrated traders positioned for upside. It reports sales of calls at several strikes and expiries, alongside rolling some March call exposure up and out to June.…

CryptoOptionsVolatilityExecution
Deribit Insights

This weekly review links crypto prices and derivatives positioning to changing expectations for central-bank policy. It describes a rebound in BTC and broader crypto prices alongside improving futures premiums and a shift in far-dated options skew toward…

CryptoOptionsFuturesVolatility
Deribit Insights

This weekly report reviews BTC and ETH derivatives during a period when spot prices had stabilized after a rally. It compares annualized futures premiums, perpetual swap funding, at-the-money implied volatility, volatility surfaces, and 25-delta put-call…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary tracks crypto options activity during the November 2022 FTX and Alameda crisis. It describes an initial period when implied volatility and option flow reflected uncertainty without uniformly one-sided positioning, followed by…

CryptoOptionsVolatilityRisk management
Deribit Insights

This commentary examines a BTC and ETH spot selloff through changes in options implied volatility, perpetual swap funding, and open interest. It reports that one-month at-the-money implied volatility rose from a subdued trend, while perpetual funding turned…

CryptoOptionsVolatilityPerpetual futures