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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

1,232 documents

Deribit Insights

This weekly market recap describes changing conditions in BTC and ETH futures, perpetual swaps, and options. It reports that implied volatility rose across maturities, with a pronounced short-dated spike in ETH after analysts raised the perceived chance of…

CryptoOptionsFuturesVolatility
Deribit Insights

This podcast synopsis presents Joe Bryan’s argument that fiat money creation can weaken purchasing power and encourage short-term decision-making. He contrasts state-controlled money with Bitcoin’s fixed supply rules, energy-backed issuance, and ability to…

CryptoSpot marketsRisk management
Deribit Insights

This podcast episode features a panel of women working in crypto discussing institutional adoption, Bitcoin treasury strategies, options markets, and industry careers. The description says Hilbert Group uses active management to seek yield while controlling…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This commentary compares Bitcoin and Ether option volatility smiles at one-week and one-month expiries. It measures skew using the implied-volatility difference between 10-delta calls and puts, and also discusses the SABR rho parameter, where negative values…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary interprets a rally in Bitcoin and Ether through three derivatives indicators: perpetual swap funding, open interest, and futures-implied yields. Positive funding is described as the perpetual contract trading above spot, consistent with…

CryptoPerpetual futuresFuturesSentiment
Deribit Insights

This report examines Bitcoin options data from April 2019 through December 2022 across distinct spot and volatility regimes. It studies at-the-money term structure, spot and volatility relationships, 25-delta risk-reversal skew, and variance risk premium.…

CryptoOptionsVolatilityBacktesting
Deribit Insights

This market commentary interprets a sharp Bitcoin rebound through macro conditions and options-market measures. It links earlier weakness to hawkish Bank of Japan signals, soft Chinese data, risk aversion, and liquidation pressure, then points to improved US…

CryptoOptionsVolatilityMomentum
Deribit Insights

This exchange incident statement explains how a surge in activity during a volatile session contributed to two periods of unscheduled downtime. The platform was processing thousands of updates per second, largely from options market makers, while supporting…

CryptoOptionsMarket microstructureExecution
Deribit Insights

This October 2022 commentary connects a crypto rebound to improving equity sentiment and a softer dollar, while arguing that the macroeconomic outlook remained restrictive. The authors expected rate decisions and inflation data to create event risk, despite…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly report surveys BTC and ETH derivatives conditions through implied volatility, futures yields, perpetual swap funding, and options skew. It describes BTC as having a less inverted implied volatility curve than ETH, whose implied volatility traded…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This market commentary links a BTC recovery to macroeconomic developments and renewed spot ETF inflows, while noting that ETH lagged amid regulatory uncertainty and weaker ETF demand. It argues that stronger realized volatility followed a sharp selloff and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document outlines a defined-risk call butterfly on BTC for a trader expecting a modest short-term rise. The example buys one call at a lower strike, sells two calls at the middle strike, and buys one call at a higher strike, all expiring on April 3,…

CryptoOptionsVolatilityRisk management
Deribit Insights

The article presents blockchain security as an interaction among several defensive layers rather than a property supplied by any single mechanism. Its onion model moves from cryptographic protections, such as signatures and hash-linked blocks, through…

CryptoRisk managementMarket microstructureDeFi
Deribit Insights

The note links strong spot Bitcoin ETF inflows with bullish options positioning. It describes funds paying premium for call spreads across June and July expiries, while a market maker buys June calls to cover short gamma supplied by repeated call selling.…

CryptoOptionsVolatilityMomentum
Deribit Insights

This weekly market recap reviews Bitcoin and Ether derivatives through futures yields, perpetual funding, at-the-money implied volatility, and options skew. It reports that implied volatility fell across maturities as both assets traded near the cited range…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This trade note proposes a defined-risk call butterfly as a way to express a bullish view around possible approval of a U.S. spot Ether ETF. The position buys one call at the lower strike, sells two calls at the middle strike, and buys one call at the upper…

CryptoOptionsEvent-drivenRisk management
Deribit Insights

This essay argues that concentrated Bitcoin hashpower weakens security guarantees without automatically making the network fail. Its central mechanism is economic commitment: specialized mining equipment loses value if Bitcoin is damaged, so miners with…

CryptoRisk managementMarket microstructureStatistics
Deribit Insights

This article introduces Deribit’s Bitcoin perpetual swap and explains how perpetual contracts track spot without exchanging the underlying Bitcoin. Long and short traders settle price changes in the contract, while periodic funding payments encourage the…

CryptoPerpetual futuresDerivatives pricingRisk management
Deribit Insights

The article explains implied volatility (IV) and realized volatility (RV) in crypto options, arguing that option prices reflect supply and demand as well as expectations about future volatility. Comparing IV with past RV can mislead because realized…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary examines crypto options positioning during an upward move in Bitcoin, amid speculation about a possible exchange traded fund catalyst. It describes demand for calls and call spreads across expiries, including structures that buy nearer…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This essay presents trading success as a mix of self-knowledge, disciplined preparation, and risk control. It argues that traders should question assumptions about who can succeed, while recognizing that trading is difficult and can cause serious financial…

Risk managementPosition sizingCrypto
Deribit Insights

This market commentary describes Bitcoin options activity as spot prices tested resistance. It reports aggressive buying of call options before the weekend, followed by a shift toward call spreads that finance lower-strike calls by selling higher-strike…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market recap interprets signals across Bitcoin and Ether derivatives, including futures yields, perpetual funding, implied volatility, and option skew. It describes Bitcoin spot reaching a new high while short-dated implied volatility declined…

CryptoFuturesOptionsVolatility
Deribit Insights

This article explains why a long and short futures position with similar dollar values is not risk free. The trader remains exposed to changes in the price difference between contract expiries, and that spread can move sharply against the position. The…

CryptoFuturesArbitrageRisk management