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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

This commentary examines a sharp shift in short-tenor BTC options toward out-of-the-money puts. It uses SABR-calibrated volatility smile skew and compares seven-day 25-delta call and put implied volatility with at-the-money volatility. The observations…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market note interprets Bitcoin and Ether options conditions alongside spot-market context. It reports that implied volatility remains above realized volatility, which the author reads as evidence that traders are pricing movement or carrying short-gamma…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article explains how portfolio margin differs from standard margin. Standard accounts calculate requirements position by position and add them together, while portfolio margin evaluates how the combined portfolio might perform under changes in underlying…

CryptoOptionsFuturesRisk management
Deribit Insights

This weekly report summarizes BTC and ETH derivatives conditions after their rallies. It observes short-dated futures yields converging toward longer tenors, while options volatility surfaces changed less at longer maturities and showed higher short-dated…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This market update reviews crypto options and carry conditions as BTC and ETH consolidate after turbulence. It compares realized volatility, implied volatility, futures yields, and option skew. The report describes BTC realized volatility in the 40s and ETH…

CryptoOptionsVolatilityCarry
Deribit Insights

This market commentary tracks protective option activity in ETH and BTC during a sharp selloff. ETH traders bought March and April puts, sold calls, and increased put skew. One sizable trade covered in-the-money March calls and sold higher-strike calls; the…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This trade note explains a call butterfly for a trader with a short-term bullish Bitcoin view. The structure buys one lower-strike call, sells two calls at a middle strike, and buys one call at a higher strike, all with the same expiry. The example uses…

CryptoOptionsVolatilityRisk management
Deribit Insights

This commentary interprets a Bitcoin rally through institutional flows and crypto options markets. It points to sustained inflows into U.S. Bitcoin exchange-traded funds and relative resilience during tariff-related market moves as evidence for the author’s…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary reviews Bitcoin and Ether volatility, option skew, term structures, option flows, and dealer gamma during a period of geopolitical uncertainty. It reports Bitcoin realized volatility near implied volatility, while Ether’s implied…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market recap summarizes Bitcoin and Ether derivatives conditions during the reporting period. It describes BTC spot stabilizing after a decline, with futures yields, perpetual funding, and short-dated option skew showing signs of recovery. ETH is…

CryptoOptionsFuturesVolatility
Deribit Insights

The article explains how a bitcoin miner can reduce the risk that falling BTC prices make fiat-denominated operating costs exceed the value of mining income. It compares short futures with bought puts. A futures short can lock in a sale value without an…

CryptoFuturesOptionsRisk management
Deribit Insights

This trade note explains a bull put spread as a defined-risk way to express a bullish BTC view. The example sells one May 31 $65,000 put and buys one $64,000 put, collecting a stated net credit of $261 per BTC. The author links the thesis to the confirmed…

CryptoOptionsRisk managementEvent-driven
Deribit Insights

This weekly market recap interprets futures yields, perpetual funding, implied volatility, and options skew for BTC and ETH during the days before an election. It describes falling futures yields and funding rates as signs that traders were reducing…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This trade note describes a short-dated, moderately bullish BTC options position built around a potential advance toward $70,000. It proposes selling one March 8 $68,500 call and buying one March 8 $70,000 call. The author’s rationale is that BTC had…

CryptoOptionsVolatilityPosition sizing
Deribit Insights

The commentary weighs quiet recent trading against a dense calendar of macroeconomic and crypto-specific events. It reports that five-day hourly realized volatility in BTC and ETH had eased to levels near March implied volatility, while markets awaited…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast summary discusses volatile crypto trading after a Federal Reserve rate cut. It describes an Ether decline, heavy liquidations of leveraged positions, increased demand for put protection, and negative funding rates, which the speakers interpret…

CryptoOptionsTechnical indicatorsRisk management
Deribit Insights

This commentary tracks options activity in Bitcoin and Ether ahead of a week with major economic releases and crypto regulatory developments. It describes demand for Ether calls at September strikes, short-dated Bitcoin calls, and buying of gamma and some…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

The note presents a bearish-to-neutral view on SOL amid the continued release and sale of locked tokens and price action described as lower highs near newly formed supply zones. It outlines a bear call spread: sell a call at a lower strike and buy a call at…

CryptoOptionsRisk management
Deribit Insights

This weekly flow note interprets Bitcoin options activity around US inflation data and a market rally. It describes traders selling exposure in near-dated calls, then shifting from a February ratio strangle into a larger March ratio strangle. The described…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This lesson explains cryptocurrency call options using Bitcoin examples. It defines the underlying, option type, expiry, strike, and premium, then describes calls as rights to buy at the strike. The examples focus on European-style, cash-settled options:…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This weekly market review compares Bitcoin and Ether derivatives conditions through futures yields, perpetual swap funding, implied volatility, and options smile skew. It describes a divergence between the two assets: Ether options carried a volatility…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This note presents a bullish Bitcoin options trade for a market where a rally is possible but resistance near $66,000 may limit gains. It pairs one July 12 call at a $64,000 strike with two calls at $66,000, collecting premium on the higher-strike options to…

CryptoOptionsVolatilityTechnical indicators
Deribit Insights

This market note reviews Bitcoin options positioning ahead of FOMC and CPI announcements. It describes quiet overall flows alongside gradual accumulation of longer-dated downside puts, sales of March calls, and mixed December activity near the money. The…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report examines Bitcoin and Ether derivatives around the January 2025 presidential inauguration. It describes how expectations for executive actions, including a possible strategic Bitcoin reserve, coincided with elevated short-dated futures…

CryptoFuturesOptionsVolatility