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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 article explains how iron butterflies and iron condors combine four option legs to create defined-risk positions. It describes long and short versions, their relationships to straddles and strangles, and how the outer options, or wings, limit potential…

OptionsVolatilityRisk managementDerivatives pricing
Deribit Insights

This weekly market commentary interprets Bitcoin and Ethereum options activity during a period of elevated prices. It weighs trades by strike and expiry, including call selling and put buying, against spot and futures buying, volatility levels, skew, and…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The commentary examines whether a sharp crypto rally marks a lasting change in market direction or a temporary rebound. It advises traders to reconsider prior assumptions as conditions shift, while recognizing that a market turn is difficult to identify in…

CryptoVolatilityMomentumMulti-asset
Deribit Insights

This article explains how borrowing against crypto collateral in DeFi can expose users to liquidation as asset prices fall. It illustrates collateral ratios with an ETH vault example and argues that large amounts of locked collateral could face forced…

CryptoDeFiOptionsRisk management
Deribit Insights

This podcast overview describes a discussion of a proposed altcoin-season shift, with Ethereum gaining as Bitcoin dominance falls. The episode connects Ethereum’s price strength and options activity to stablecoin legislation, ETF inflows, and corporate…

CryptoOptionsVolatilityArbitrage
Deribit Insights

This explainer introduces options time value and implied volatility through an example of a far out-of-the-money Bitcoin call. It distinguishes intrinsic value from the premium buyers pay for the possibility of a large move before expiry. Implied volatility…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The review examines October 2023 crypto options pricing alongside spot moves in Bitcoin and Ethereum. It compares implied and realised volatility, including the BTC-to-ETH volatility ratio, and tracks how demand for upside exposure shifted options skew…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market commentary interprets observed Bitcoin and Ether options trades across two August dates in 2022. It reports limited but call-leaning BTC demand, including longer-dated upside calls, while ETH activity featured call butterflies at…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This article explains quanto derivatives, whose underlying exposure is linked to one asset while settlement and collateral use another. Using bitcoin-margined ETH and XRP perpetual swaps, it shows how the fixed contract multiplier makes the position’s value…

CryptoDerivatives pricingPerpetual futuresRisk management
Deribit Insights

An interview with Wintermute OTC trader Jasper De Maere surveys crypto derivatives activity and broader market conditions. De Maere says desk options volume rose fivefold year over year, driven largely by covered calls and cash-secured puts used to generate…

CryptoOptionsVolatilityRisk management
Deribit Insights

This desk commentary examines BTC and ETH spot, implied volatility, and options skew ahead of a week with major macro events, including the FOMC decision. It describes a brief rise in front-end implied volatility and an inverted term structure, with the…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly report reviews BTC and ETH derivatives as crypto prices weakened against steadier US risk-on equities. It describes BTC breaking below a previously observed support level, declining sentiment, deeply negative BTC perpetual funding, and volatility…

CryptoOptionsPerpetual futuresVolatility
Deribit Insights

This market commentary describes crypto options positioning as traders anticipated the start of spot ETH ETF trading. It reports resilient bullish sentiment despite negative headlines, falling realized and implied volatility, and steeper contango in ETH’s…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market recap describes a steep decline in precious metals followed by a crypto selloff, with Bitcoin revisiting a cited price level and liquidations reaching their highest level since a prior episode. It uses perpetual funding, futures-implied…

CryptoOptionsVolatilityFutures
Deribit Insights

This podcast summary connects stronger US macroeconomic data and higher Treasury yields with risk reduction across markets, including a crypto selloff through support levels followed by a partial recovery. The speakers discuss competing views on the macro…

CryptoOptionsVolatilityFutures
Deribit Insights

This market recap describes a sharp rally in Bitcoin and Ether following a disruption to the summer volatility lull. It associates the move with a government bond buyback announcement, renewed discussion of a debasement trade, and political attention to…

CryptoOptionsFuturesVolatility
Deribit Insights

This weekly recap surveys derivatives indicators for Bitcoin and Ether during a period of sideways spot trading. It reports that futures yields declined to their lowest levels of 2025 and that Bitcoin funding remained well below its mid-January highs. Ether…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This podcast description outlines a discussion of how Federal Reserve policy expectations, oil prices, inflation expectations, and real yields may affect Bitcoin and other risk assets. It also considers equity market rotation and whether weakening interest…

CryptoOptionsVolatility
Deribit Insights

The commentary examines Bitcoin’s narrow trading range after a sharp decline and the resulting change in volatility. It compares recent realized volatility with earlier periods of greater price movement, noting that realized volatility has eased while…

CryptoOptionsVolatilitySpot markets
Deribit Insights

This commentary compares the volatility smiles of BTC and ETH options, focusing on the relative implied volatility of out-of-the-money puts and calls. It uses the SABR rho parameter and the 25-delta risk reversal as measures of skew. Both markets showed…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market update reviews a sharp crypto sell-off and rebound, then examines what the price action implied for volatility and options positioning. It reports realized volatility reaching 50% for BTC and 68% for ETH during the turbulent session, with implied…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary explains how scheduled digital option vault auctions can shape implied volatility in crypto options. When market makers know auction timing and size in advance, they may sell options beforehand, then seek to buy options from the vault at a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary interprets Bitcoin options activity around a sharp price bounce. It describes call buying and call-spread purchases across several expiries, alongside put selling, as directional upside demand. The flows are characterized as positive…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly analytics recap summarizes bitcoin and ether futures yields, perpetual swap funding, option volatility, risk reversals, and volatility surfaces. Futures yields were positive across maturities, with shorter bitcoin tenors showing higher annualized…

CryptoFuturesPerpetual futuresOptions