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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
Binance API docs
45 documents
Quantopian lectures
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

The commentary examines changes in ETH options implied volatility smiles after the FTX collapse, focusing on how skew toward out-of-the-money puts differs across maturities. It uses SABR-calibrated smiles and the SABR rho parameter to describe the direction…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast description outlines an interview about the institutional crypto landscape. Matt Hougan presents a valuation argument in which Bitcoin could reach one million dollars if it captures 17% of a growing global store-of-value market. The episode also…

CryptoSpot marketsEvent-drivenSentiment
Deribit Insights

This market note reviews subdued BTC and ETH prices ahead of an anticipated spot Ether ETF launch. It relates price weakness to macro signals, BTC miner and holder selling, and uncertainty about ETF inflows. The options discussion describes softer implied…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary combines macro context with crypto options indicators to argue that Bitcoin may outperform Ether in a broader-market rally. It discusses realized and implied volatility, the volatility risk premium, term structure, risk reversals,…

CryptoOptionsVolatilitySentiment
Deribit Insights

The document connects optimism around spot Ether ETF approval with a directional options trade. It describes buying a call at a lower strike and selling a call at a higher strike with the same expiry, creating a net-debit bull call spread. The example uses…

CryptoOptionsDerivatives pricingSentiment
Deribit Insights

This commentary compares Bitcoin and Ether options using at-the-money implied volatility across maturities, realized volatility, and one-month risk reversals. At the September 2023 snapshot, ETH implied volatility was reported below BTC’s throughout the…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market commentary tracks Bitcoin and Ether options around the Federal Reserve meeting and US employment report. It describes implied volatility falling after the expected rate increase and Powell’s hawkish remarks, alongside selling in Bitcoin…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly options-flow commentary describes how Bitcoin and Ether options behaved during a volatile period in spot markets. It says the initial implied-volatility jump faded as options activity remained orderly, even while leveraged or delta-one markets…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary compares Bitcoin and Ethereum futures-implied yields to spot prices and options risk reversals around the period following the Beacon Chain staked-ETH unlock. It reports that ETH futures yields had generally been below BTC’s during…

CryptoFuturesOptionsDerivatives pricing
Deribit Insights

This essay applies Soros’s reflexivity and Girard’s mimetic theory to explain how beliefs, desires, and prices can reinforce one another. It distinguishes observable claims from reflexive claims whose truth is harder to establish, then argues that prices and…

CryptoSentimentVolatilityMarket microstructure
Deribit Insights

The article examines speculative valuations among crypto-related public companies, using Circle’s rapid share-price rise, high valuation multiple, Bitcoin treasury firms trading above net asset value, and Coinbase’s recent gain as examples. It frames these…

CryptoEquitiesSentimentMean reversion
Deribit Insights

This market note traces Bitcoin options activity through a sequence of sharp price moves linked to global uncertainty and tariff headlines. Put buying preceded a decline, then mixed flows and falling implied volatility accompanied a rebound. The note…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article reviews Bitcoin and Ethereum volatility and options positioning around a rebound in Bitcoin and upcoming political and inflation events. It describes a short-term rise in implied volatility after a spot decline, while realized volatility was…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly report surveys crypto derivatives as BTC and ETH rebounded and bearish positioning eased. It summarizes short-tenor volatility skew, perpetual funding, futures-implied yields, at-the-money implied volatility, and option risk reversals.…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary reviews crypto prices and derivatives positioning during a relatively orderly, range-bound period. It reports that realized volatility fell for BTC and ETH, while implied volatility declined across much of the curve; front-end…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary compares falling BTC and ETH volatility with sustained demand for leveraged long exposure. Implied volatility has reached new lows across maturities as realized volatility declines, yet perpetual swap funding has remained positive since late…

CryptoVolatilityPerpetual futuresOptions
Deribit Insights

This weekly market commentary interprets BTC and ETH derivatives indicators during a rebound after a holiday lull and a burst of geopolitical volatility. It tracks implied volatility, perpetual funding, futures yields, risk reversals, ETF flows, and an…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This market commentary recounts option activity around a CPI-driven rally, a subsequent reversal, and optimism about the timing of Ethereum ETF approvals. It describes call buying across Bitcoin expiries during the initial bounce, followed by call unwinds,…

CryptoOptionsVolatilitySentiment
Deribit Insights

The commentary describes crypto prices as rangebound and directionless after Bitcoin rebounded from a recent low. It links Bitcoin’s recent movement partly to equities, discussing rate expectations after Federal Reserve minutes and geopolitical tensions as…

CryptoEquitiesSentimentEvent-driven
Deribit Insights

The article reviews a period of weakness in Bitcoin and Ethereum alongside rising realized volatility. It notes that Bitcoin has often struggled in September, while broader equity-market pressure and election uncertainty are cited as possible influences on…

CryptoOptionsVolatilitySentiment
Deribit Insights

This podcast outline introduces crypto fund manager Tara Mac Aulay and describes her path from early Bitcoin use to running a market-neutral fund. The episode contrasts the host’s bullish macro view with Mac Aulay’s concern that the market may be…

CryptoRisk managementVolatilityPortfolio construction
Deribit Insights

This podcast episode outline frames Bitcoin’s approach toward prior highs in the week before the US election. Its brief market discussion notes that call skew was less pronounced than the hosts would normally expect during a potential breakout. The episode…

CryptoOptionsSentimentVolatility
Deribit Insights

The essay examines how crypto’s growing engagement with established political and financial institutions may challenge its origins as a movement built around separation from them. It uses a US infrastructure bill debate, El Salvador’s Bitcoin law, a proposed…

CryptoDeFiSentimentRisk management
Deribit Insights

The article links Bitcoin’s value to adoption and investor confidence, arguing that rising prices can attract participants and strengthen the conditions supporting further gains. The same feedback can work in reverse, producing sharp swings. It suggests that…

CryptoTrend followingMomentumStatistics