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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 document proposes a BTC call debit spread for a moderately bullish outlook. It buys a call at the lower strike and sells a call at a higher strike with the same expiry, paying a net debit. At expiry, the position benefits from a rise through the upper…

CryptoOptionsDerivatives pricingRisk management
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

The article presents a long put butterfly as a limited-cost strategy for a trader expecting Bitcoin weakness around a target price. The example buys one put at the higher strike, sells two puts at the middle strike, and buys one put at the lower strike,…

CryptoOptionsDerivatives pricingRisk 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 note proposes monitoring positioning after a large Bitcoin options expiry to gauge how participants may be setting up for the next quarter. It highlights three indicators: the call-to-put mix, total derivatives volume, and the share of options…

CryptoOptionsFuturesMarket microstructure
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 company update reports Deribit’s trading activity and operational developments for 2024. It states that total platform volume rose 95% year over year to USD 1.185 trillion, while options notional volume increased 99% to USD 743 billion. The fourth…

CryptoOptionsFuturesPerpetual futures
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

The article presents a bearish Bitcoin options trade after the market fell below a cited support level amid ETF outflows. Its rationale is that weak price structure could lead to a test of a lower demand area, while acknowledging the possibility of a bounce.…

CryptoOptionsDerivatives pricingRisk 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 note proposes a long put butterfly to position for a possible BTC decline toward $64,000. The structure buys one $65,000 put, sells two $64,000 puts, and buys one $63,000 put, all expiring on June 21, 2024. The stated debit is $76 per BTC, the maximum…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This trade note presents a long put butterfly as a defined-risk way to express a bearish BTC view. The structure buys one $56,000 put, sells two $54,000 puts, and buys one $52,000 put, all with the same expiry and equidistant strikes. It states a $30 per BTC…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This educational overview introduces HYPE futures, perpetuals, and options, then explains how traders can use them for directional exposure, hedging, basis trades, and income-oriented positions. It defines core option terms and illustrates puts, calls,…

CryptoOptionsFuturesDerivatives pricing
Deribit Insights

This note outlines a BTC bear call spread as a defined-risk strategy for a market view that expects resistance to limit further gains. The example sells a call at $70,000 and buys a call at $71,000 for the same expiry. The stated net credit is $185 per BTC,…

CryptoOptionsRisk managementDerivatives pricing
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