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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

Deribit Insights

This commentary examines why Ether underperformed Bitcoin in 2023 by comparing spot returns, futures-implied yields, perpetual funding, and options risk reversals. The central observation is that ETH’s futures-implied yields weakened after the August 18…

CryptoFuturesOptionsVolatility
Deribit Insights

The commentary assesses Bitcoin and Ether options markets after a rebound and subsequent pullback. It frames Bitcoin as increasingly exposed to macro positioning and cross-asset deleveraging, so recent price action may reflect institutional portfolio flows…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly report reviews BTC and ETH derivatives conditions ahead of the US presidential election. It highlights a term-structure dislocation in which 30-day at-the-money implied volatility had risen toward longer-dated levels, even as outright volatility…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This market commentary describes a relative-value options position during a period of subdued realized and implied volatility. The proposed trade is to buy a March ETH straddle and sell a March BTC straddle, expressing the view that ETH volatility may…

CryptoOptionsVolatilityPairs trading
Deribit Insights

The document explains DVOL, a forward-looking measure of annualized 30-day Bitcoin implied volatility, and how Deribit derives it from option prices. It describes selecting expiries around the 30-day horizon, estimating prices from order book depth, and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article presents a defined-risk bullish options trade on Bitcoin, motivated by expectations of a possible Federal Reserve rate cut, recent U.S. spot Bitcoin ETF inflows, and repeated tests of a price supply zone. The proposed position buys a lower-strike…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market recap interprets Bitcoin and Ether derivatives indicators alongside macroeconomic developments. It describes BTC reaching a reported $124K high after CPI news, then retreating after a stronger wholesale inflation report and trading in a…

CryptoFuturesOptionsVolatility
Deribit Insights

This market review examines a period of subdued BTC and ETH prices and volatility alongside bearish derivatives positioning. It describes low historical and implied volatility, declining options skew with puts priced above calls, and falling futures…

CryptoOptionsVolatilityFutures
Deribit Insights

This weekly commentary interprets BTC and ETH options positioning after a spot rally. It describes put hedges being taken off or rolled to lower strikes, a sharp decline in near-dated skew, and call buying across several expiries and strikes. The author uses…

CryptoOptionsVolatilitySentiment
Deribit Insights

The note interprets recent Bitcoin and Ether options activity as continued demand for downside protection. It describes in the money puts being rolled to lower strikes, fresh out of the money put purchases, and put spreads, alongside firm put skew and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article describes delta hedging as a way to reduce directional exposure and focus an option position on volatility. A trader offsets option delta with the underlying, then adjusts the hedge as the option’s sensitivity changes with price. The discussion…

OptionsVolatilityDerivatives pricingRisk management
Deribit Insights

This weekly report compares a sharp Bitcoin spot rally with signals from crypto derivatives. It says Bitcoin rose 16% month to date to a twelve-week high above $79,000, alongside nine consecutive days of spot ETF inflows and $2.8 billion of Strategy buying.…

CryptoOptionsVolatilitySentiment
Deribit Insights

The note examines strong Bitcoin downside-option demand during a continuing decline. It reports demand for 58k puts and describes put spreads and risk reversals as ways funds are structuring bearish or protective exposure. The author cites implied volatility…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market note interprets Bitcoin and Ether options flows during a volatile week. In Bitcoin, it reports that short-term traders accumulated puts around the stated 54–58k strikes and took profit after a break, while funds added October-to-March calls…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article reads Bitcoin and Ether options positioning against thin spot liquidity and an upcoming Federal Reserve meeting. It links weekend price swings and a shrinking exchange supply to the possibility that macro news could produce a sharp move in either…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This desk commentary examines Bitcoin and Ether trading around a court decision affecting crypto markets. It describes how market makers, including automated participants, withdrew liquidity as the news arrived, leaving streaming options quotes wider or…

CryptoOptionsVolatilityExecution
Deribit Insights

This market commentary describes an overwriting approach in which a trader sells out-of-the-money ETH calls with maturities roughly two months or more away, then later buys back the nearer short call and sells a farther-dated call to collect additional…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This commentary tracks changing Bitcoin options positioning around a market rebound. It describes a large buyer absorbing offers in December 100,000 calls after aggressive selling, followed by July 63,000 call demand as Bitcoin moved above 60,000. The author…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary interprets a week of Bitcoin options activity as bearish. It describes call selling around the 90,000–105,000 strikes and continued put buying around 80,000–85,000, alongside March call selling in the 90,000–110,000 range and buying of…

CryptoOptionsVolatilityRisk management
Deribit Insights

This desk commentary describes Bitcoin and Ether options conditions around CPI and an FOMC rate decision. It reports that spot rose after an inflation reading while implied volatility fell in some maturities, with near term gamma retaining demand ahead of…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report summarizes Bitcoin and Ether derivatives conditions using futures-implied yields, at-the-money implied volatility, volatility surfaces, and SABR volatility-smile skew. It reports that Bitcoin futures remained below spot and Ether futures…

CryptoFuturesOptionsVolatility
Deribit Insights

The article interprets a Bitcoin and Ether sell-off through realized and implied volatility, option skew, and the ETH/BTC relationship. It reports that realized volatility rose sharply, short-dated implied volatility repriced upward, and realized movement…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This options-flow note interprets recent Bitcoin activity against a backdrop of strength in gold and macroeconomic risk. It says spot and ETF inflows had not prompted substantial fresh call buying, while traders opened put sales across several strikes and…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market note reviews Bitcoin and Ether futures, perpetual swap funding, and options volatility and skew after ETF-related event risk had passed. It reports annualised futures yields near 10% for both assets, alongside consistently positive…

CryptoFuturesOptionsVolatility