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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 weekly market recap compares spot prices with perpetual swap funding, futures-implied yields, and option volatility after a geopolitical de-escalation announcement. Bitcoin and Ether rose alongside other risk assets, but derivatives signals were mixed:…

CryptoOptionsFuturesVolatility
Deribit Insights

The commentary links a strong crypto rally to liquid staking expectations ahead of Ethereum’s Shanghai upgrade, persistent call buying, changing option skew, and shifting expectations for US inflation and interest rates. It argues that increased staking…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly report interprets BTC and ETH derivatives indicators as showing a shift toward short-term bullish positioning despite slower spot price movement. It highlights positive implied-volatility skew toward out-of-the-money calls across tenors, elevated…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This market commentary links a broad crypto rally to easing macro pressure and describes ETH’s unusually strong performance relative to BTC. It considers two possible interpretations: an ETH-specific move or a return to a pattern in which Bitcoin strength…

CryptoOptionsVolatilityMomentum
Deribit Insights

This weekly crypto derivatives recap tracks futures implied yields and options metrics for Bitcoin and Ether. It reports BTC yields recovering toward zero after a late November decline, while ETH yields remain between negative two percent and zero at tenors…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast overview considers choppy crypto markets amid rate volatility and concerns about economic growth. Hosts discuss the macro backdrop and crypto volatility with a product strategy executive from Talos, including how the US election and an…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly flow commentary tracks Bitcoin options around Tesla’s announcement of a Bitcoin treasury allocation. The author describes spot rising sharply, short-dated implied volatility surging as traders bought calls, and volatility easing as the market…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market review examines the decline in Bitcoin and Ether volatility through May 2023. It compares one-month at-the-money option implied volatility with realised volatility calculated from hourly returns, and relates both measures to spot trading volume.…

CryptoOptionsVolatilityStatistics
Deribit Insights

The article proposes a relative-value approach to Bitcoin and Ethereum based on their historical relationship. Its statistical workflow measures correlation, fits a linear regression, estimates beta, tracks residuals, tests cointegration, and considers a…

CryptoPairs tradingMean reversionOptions
Deribit Insights

The commentary examines how Bitcoin and Ethereum markets reacted to a false report that a spot Bitcoin ETF had been approved. It describes a sharp spot-price move that later retraced, alongside elevated implied volatility and changes in options skew. The…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly derivatives report summarizes bitcoin and ether futures yields and options volatility conditions. It describes bitcoin annualized yields as mostly flat with signs of a possible rise, while ether yields remained near zero after an earlier…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly derivatives review connects headline-driven bitcoin and ether price moves with implied volatility, risk appetite, and options skew. It reports that bitcoin briefly rallied above $78,000 after an announcement about the Strait of Hormuz, then…

CryptoOptionsVolatilitySentiment
Deribit Insights

This desk commentary tracks bitcoin and ether prices, implied volatility, and options flow during a sharp late-January pullback and rebound. It describes front-end implied volatility falling before and during the drop, while bitcoin’s spot-to-volatility…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary describes an unusual bend in Ethereum options skew at the one-month tenor. It interprets skew through the SABR rho parameter: negative values indicate relative demand for out-of-the-money puts, while positive values indicate relative…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The analysis compares BTC and ETH option volatility skew ahead of Ethereum’s Shapella upgrade, scheduled for April 12, 2023. Both assets’ volatility smiles favored out-of-the-money puts, while ETH generally showed a stronger preference for downside…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly commentary interprets BTC options activity across several March dates in 2021. It tracks positions rolled from the March expiry into April, including put protection, call spreads, outright calls, and put selling. The author connects these trades…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report compares Bitcoin and Ether derivatives after a brief spot recovery reversed amid hawkish Bank of Japan comments and declines in risk-on equities. It reads perpetual funding, futures implied yields, at-the-money volatility, and 25-delta…

CryptoOptionsFuturesVolatility
Deribit Insights

This market commentary examines Bitcoin and Ether derivatives during a rally supported by halving expectations and ETF inflows. It discusses realized and implied volatility, volatility carry, term-structure inversion, call skew, futures positioning, and the…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market note interprets Bitcoin options activity around macro pressure and the October US CPI release. It tracks put buying, call selling, changes in implied volatility (IV) and skew, and compares implied volatility with realized volatility (RV).…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report surveys Bitcoin and Ether futures yields, perpetual funding, implied volatility, and option skew after a sharp risk-off move. It says front-end volatility declined and derivatives conditions appeared to stabilize, while funding improved…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This market commentary examines how the Federal Reserve’s policy statement and chair’s press conference affected expectations for rates, growth, and risk assets. It describes an expected rate increase followed by a data-dependent pause, with markets weighing…

US marketsFixed incomeCryptoOptions
Deribit Insights

This weekly market recap reviews Bitcoin and Ether futures, perpetual funding, options, and volatility surfaces. It reports that risk reversals recovered from a strong tilt toward downside protection while outright implied volatility continued to decline.…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This weekly Deribit commentary reads Bitcoin and Ether options activity against spot moves and the approaching Ethereum Merge. It describes continued demand for downside protection in Bitcoin, including puts across September to November, while noting that…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market note interprets Bitcoin options activity after a sharp decline. It reports two-way trading in December options, portfolio hedging with risk reversals and puts, and continued institutional demand for dated upside calls. The described flow includes…

CryptoOptionsVolatilityMarket microstructure