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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 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 trade proposal uses a put ratio spread for a short-term bearish Bitcoin view. Its example buys one out-of-the-money put at a higher strike and sells two puts at a lower strike with the same expiry. The article frames the lower strike near a demand zone…

CryptoOptionsVolatilityRisk management
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 exchange article explains how option time to expiry affects premium and short-term trading use. Options with only a day or two remaining generally carry less time value, making them comparatively inexpensive instruments for hedging events or expressing…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly snapshot reviews Bitcoin and Ether derivatives conditions using futures yields, perpetual swap funding, option implied volatility, risk reversals, and volatility surfaces. It reports positive futures yields, with Bitcoin’s annualised curve…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly commentary interprets Bitcoin options positioning near $50,000 resistance as spot fell toward $47,000. It describes opposing call trades: selling September $50,000 calls, buying higher-strike calls, and demand for September calls around $52,000…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This note outlines a bullish Ethereum call ratio spread after a reported 39% decline from the ETF approval period to a demand zone near $2,150. The structure buys one out-of-the-money $3,000 call and sells two $3,200 calls with the same August 30 expiry. The…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary interprets Bitcoin and Ether options trades around regulatory and creditor-distribution news. It describes heavy November put buying ahead of DOJ-Binance statements, followed by spot movement above $36,500, and later put purchases…

CryptoOptionsVolatilityEvent-driven
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 weekly market recap describes several Bitcoin derivatives conditions: futures term structure flattened and turned negative at a 30-day tenor, while annualized implied futures yields fell notably below spot at short maturities. It also reports that an…

CryptoFuturesOptionsVolatility
Deribit Insights

This trade note proposes an Ethereum call ratio spread around anticipated spot ETF approval news. The position buys one July 19 call at a $3,200 strike and sells two calls at $3,400, for a stated net debit of $4 per ETH. The thesis combines updated filings…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly report summarizes BTC and ETH futures, perpetual funding, and options conditions after a spot selloff pushed prices toward the lower end of a sideways range. It says futures-implied yields were near recent lows, BTC funding was intermittently…

CryptoFuturesOptionsVolatility
Deribit Insights

This market note reads Bitcoin and Ether options pricing alongside macro news and institutional developments. It reports falling realized and short-dated implied volatility during sideways trading, with carry rising, and discusses how an FOMC event could…

CryptoOptionsVolatilityCarry
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 market note interprets a Bitcoin pullback near $100,000 through liquidations, realized and implied volatility, options skew, and the relative behavior of Ether. It describes Bitcoin holding above a prior price level while leveraged positions were…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary argues that reduced cash liquidity and attractive yields on deposits and short-term government debt were contributing to low volatility and weak crypto trading activity in September 2023. It proposes a mechanism: when cash earns a…

CryptoVolatilityMarket microstructureFutures
Deribit Insights

This commentary tracks a sharp decline in the 90-day rolling correlation of daily Bitcoin and Ether spot returns, alongside a recovery in both assets’ implied volatility. It compares the recent divergence with late 2020 and early 2021, when Bitcoin…

CryptoStatisticsVolatilitySpot markets
Deribit Insights

The article interprets reported options activity as attention and positioning shift toward ETH. It describes a large trader rolling December call exposure from lower strikes to higher ones, then using the proceeds to buy two call spreads. It also notes…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast preview describes a discussion of crypto options after a volatility decline and a failed Bitcoin price breakout. A proprietary trading firm’s head of trading discusses approaches to finding value in volatility-surface mispricings while running a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market recap tracks crypto derivatives conditions using futures-implied yields, perpetual swap funding, and BTC and ETH options metrics. It describes a brief spot rally alongside falling implied volatility, a temporary shift in options risk…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly commentary tracks Bitcoin options positioning through the January 2021 expiry and a sharp rally following Elon Musk’s change of profile text. It describes funds rolling exposure, protective puts bought during declines, and a trader selling a…

CryptoOptionsVolatilityMarket microstructure