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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
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

4,510 documents

Deribit Insights

This weekly recap describes how military escalation involving Iran, Israel, and the United States affected BTC and ETH spot prices and derivatives positioning. The report tracks implied volatility term structures, perpetual funding, futures-implied yields,…

CryptoOptionsVolatilityFutures
Deribit Insights

This weekly recap tracks BTC and ETH futures, perpetual funding, and options during a pause in a broader decline in risk appetite. It reports that futures yields continued to fall and funding stayed negative, while the options market’s preference for…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This weekly option-flow note examines BTC and ETH trading around an FOMC meeting. Activity was light ahead of the event, implied volatility firmed only slightly, and skew was described as benign. After the meeting passed without a shock, spot and realized…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market recap interprets BTC and ETH derivatives data alongside spot-market conditions. It connects weak spot prices and ETF outflows with futures trading below spot, neutral-to-negative perpetual funding, and options skew that favors puts. The…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This market commentary examines how a false report of spot Bitcoin ETF approval triggered a rapid price spike, a subsequent correction, and a sharp rise in realized volatility. It connects those moves to option-market changes: short-dated implied volatility…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly Bitcoin options note describes cautious positioning before the Thanksgiving holiday. It reports buying of short-dated puts and longer-dated risk reversals, alongside put-hedge profit taking and a put spread structure. The author interprets the…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article argues that venture investment in crypto companies can reveal an indirect view on future crypto asset prices. It compares the growth of technology venture funding in the 1990s with crypto fundraising, noting that venture investment in internet…

CryptoEquitiesEvent-drivenSentiment
Deribit Insights

This episode reviews why crypto prices failed to rebound alongside equities after trade-war concerns eased. The overview points to long-term holder selling, weaker demand from digital-asset treasuries and ETFs, and elevated put skew and volatility before…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article reviews Bitcoin options conditions during a period of improving risk appetite. It describes Bitcoin holding above $80,000 amid a temporary easing in U.S.–China trade tensions, steadier Treasury yields, firmer equities, and a weaker dollar. It…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This desk commentary describes a late-quarter rebound in Bitcoin and Ethereum and the accompanying demand for upside options. It reports that dips in Bitcoin were absorbed, call buying increased, and implied volatility rose alongside spot prices. For…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This review explains how macroeconomic expectations and thin crypto liquidity coincided with a sharp January 2023 rebound. Its central mechanism is dealer gamma hedging: when options positions leave dealers short gamma, rising prices can force them to buy…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary interprets ETF flows, futures positioning, policy developments, and macro conditions as context for Bitcoin’s move toward prior highs and Ethereum’s sharp rally. It then compares realized and implied volatility, carry, and options…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary weighs a modest Bitcoin rebound against continued macroeconomic and crypto-specific risks. It describes crypto’s recent underperformance relative to equities, links short-term sentiment to concern about technology valuations and…

CryptoSpot marketsSentimentRisk management
Deribit Insights

This brief option-flow commentary describes a rapid change in crypto derivatives positioning around developments involving the Federal Reserve and banking concerns. Traders had recently used puts, put spreads, and put flies to hedge downside risk, leaving…

CryptoOptionsVolatilitySentiment
Deribit Insights

This report examines how implied volatility and option smile skew changed for ETH and BTC during market selloffs in May and June 2022, followed by a July rally linked to news about Ethereum’s planned transition to proof of stake. It explains that rising…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary compares Bitcoin spot moves with options positioning after a Sunday Trump social media announcement concerning SR expansion. The initial spot reaction triggered short covering and call buying, but the author says options positioning…

CryptoOptionsSentimentVolatility
Deribit Insights

This podcast overview outlines a discussion of macro conditions and their possible effects on stocks and crypto. Topics include tariff rhetoric, the upcoming Federal Reserve decision, a weaker US dollar and falling yields, Bitcoin’s near-term direction, and…

CryptoEquitiesFuturesMomentum
Deribit Insights

This retrospective examines the 2020 DeFi token selloff despite continued growth in value locked. It proposes a combination of risk aversion, profit-taking after rapid price rises, and heavy governance-token emissions from liquidity-mining programs as…

CryptoDeFiStatisticsSentiment
Deribit Insights

This podcast episode discusses institutional engagement with digital assets and the convergence of crypto infrastructure with traditional finance. The guest describes banks, hedge funds, ETF providers, and trading firms expanding from basic crypto exposure…

CryptoOptionsDerivatives pricingSentiment
Deribit Insights

This market commentary explains why options flow during a crypto crisis can reflect several motives at once: reducing risk, freeing capital, hedging existing exposure, or initiating new positions. It cautions against reading open interest changes as a simple…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market recap compares Bitcoin and Ether derivatives using futures implied yields, perpetual swap funding, at-the-money implied volatility, and 25-delta risk reversals. It describes rising volatility, a front-end inversion in volatility term…

CryptoFuturesOptionsVolatility
Deribit Insights

This commentary interprets Bitcoin options activity around changes to proposed spot ETF filings. It links rapid meetings between ETF managers and regulators, followed by amendments to use cash creation, with traders’ expectations of possible approval news.…

CryptoOptionsEvent-drivenSentiment
Deribit Insights

This weekly flow note describes BTC and ETH options activity amid falling trading volume and implied volatility. It reports persistent put skew after renewed China-related concerns, with put buying concentrated in short-dated BTC contracts at lower strikes.…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary interprets Bitcoin and Ether price action alongside options pricing and reported trade flows. It describes front-end implied volatility easing while near-term contracts remain supported ahead of a central bank rate decision, and notes…

CryptoOptionsVolatilityDerivatives pricing