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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

10,263 documents

Amberdata research

The podcast discusses possible growth paths for crypto options, drawing comparisons with traditional markets. Its central argument is that bear markets can give new derivatives products room to attract traders seeking other ways to trade or manage exposure.…

CryptoOptionsDerivatives pricingMarket microstructure
SuperMind

This article revisits volatility in option pricing, focusing on the constant-volatility assumption in Black–Scholes. It considers time-varying stochastic volatility, represents log volatility through a mean-reverting process, and motivates using a rougher…

OptionsVolatilityDerivatives pricingStatistics
TqSdk

This reference explains how TqSdk represents option contracts and exchange-defined combinations across several Chinese futures and securities venues. It gives examples of contract-code formats for calls and puts, ETF and index options, and calendar spread…

OptionsDerivatives pricingVolatilityExecution
Amberdata research

This weekly crypto options note links a lower-than-expected US inflation reading and falling yields to a near-term bullish view on risk assets, while noting Bitcoin’s separate spot ETF catalyst. It reviews seasonal expectations for subdued holiday…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This year-end market note reviews Bitcoin and Ether volatility conditions around December 31, 2022. It describes unusually quiet Bitcoin trading, a sharp decline in seven-day realized volatility, and Deribit’s volatility index closing near its annual low.…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly market note reviews crypto options and volatility conditions around US inflation and Federal Reserve announcements in December 2022. It describes short-dated Bitcoin implied volatility rising ahead of CPI, then falling after the releases, while…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast overview describes CVI, a decentralized product designed to provide exposure to implied volatility in Bitcoin and Ethereum options. It outlines an index and a more volatile leveraged variant, real-time leveraged positions, and a planned…

CryptoVolatilityOptionsDerivatives pricing
Amberdata research

This article reviews US legislative proposals that could place much of the digital asset market under the Commodity Futures Trading Commission. It describes bills proposing CFTC oversight of spot digital commodity exchanges, intermediaries, stablecoin…

CryptoSpot marketsDerivatives pricing
FMZ forum

This article describes the infrastructure and workflow needed for systematic options trading. It emphasizes collecting and organizing data across many strikes and expiries, then computing pricing and volatility measures that can support historical analysis…

OptionsDerivatives pricingVolatilityExecution
Amberdata research

The newsletter interprets market reactions to a Fed rate cut and Powell’s comments, then compares gold and Bitcoin through futures trends, implied volatility, and 180-day 25-delta risk reversals relative to at-the-money volatility. It reports positive gold…

CryptoOptionsVolatilityDerivatives pricing
BigQuant

This report argues that convertible bonds should not be analyzed by applying an equity multi-factor framework uniformly. Because bonds differ in payoff structure, their relevant pricing factors may also differ; the authors describe examining and decomposing…

Fixed incomeDerivatives pricingFactor investing
NautilusTrader

This reference explains how to represent an exchange-defined options strategy as one tradable instrument. A venue may list a vertical spread, calendar spread, or similar multi-leg strategy under its own symbol, with its own pricing increment, expiration, and…

OptionsDerivatives pricingExecution
Amberdata research

This weekly recap describes changes in Bitcoin and Ether options markets after news about Grayscale ETFs. It reports that realized volatility had fallen while prices stayed near the bottom of their recent range, then rose sharply after the news and an…

CryptoOptionsVolatilityDerivatives pricing
NautilusTrader

This reference explains how to represent a binary outcome contract as a tradable instrument, including its identifiers, asset class, settlement currency, activation and expiration times, price and size precision, increments, and optional order limits and…

Derivatives pricingEvent-driven
BigQuant

This report discusses the Hong Kong listing of leveraged and inverse funds tracking the CSI 300, including a two-times long product and a one-times inverse product. It describes their use of swap contracts to maintain a fixed daily exposure and compares that…

EquitiesChina marketsDerivatives pricingVolatility
Amberdata research

This market recap reviews BTC and ETH options positioning before US CPI. It reports lower realized volatility as prices stayed in ranges, while implied volatility changed little and carry turned positive. The author sees short gamma as attractive, suggesting…

CryptoOptionsVolatilityCarry
Amberdata research

This podcast recap examines changes in Bitcoin and Ethereum options volatility, focusing on the spread between their implied volatilities. The discussion attributes shifts in that relationship to factors including persistent option supply, an Ethereum ETF…

CryptoOptionsVolatilityDerivatives pricing
NautilusTrader

This reference explains how to represent an exchange-listed cryptocurrency option spread as one tradable instrument. It describes the instrument identity, underlying and quote and settlement currencies, inverse sizing flag, strategy type, activation and…

CryptoOptionsDerivatives pricingRisk management
Amberdata research

This product update describes several analyses for crypto derivatives and blockchain activity. Its options material includes constant-maturity butterfly values across selected deltas and time windows, at-the-money implied volatility box plots, and dealer…

OptionsVolatilityDerivatives pricingOn-chain data
Amberdata research

This market commentary reviews Bitcoin and Ether options through realized and implied volatility, expiry term structures, call skew, and relative value. It reports Bitcoin realized volatility in the mid-30s and Ether near 50 after spot weakness, while…

OptionsCryptoVolatilityDerivatives pricing
Amberdata research

The document explains how implied volatility (IV) surfaces organized by option moneyness can help identify relative pricing anomalies. A floating surface compares options at their actual listed expirations, while a constant surface interpolates or…

OptionsVolatilityDerivatives pricingCrypto
Amberdata research

This weekly market review surveys Bitcoin and Ether options through realized and implied volatility, term structure, skew, relative value, option flows, and dealer gamma positioning. It describes falling front-end implied volatility, a pronounced shift…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This mid-week recap summarizes conditions in Bitcoin and Ether derivatives as of January 18, 2023. It highlights realized volatility returning above 20%, a shift to inverted term structures, and a complete reversal in skew. These measures describe different…

CryptoOptionsVolatilityDerivatives pricing