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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

NautilusTrader

This documentation explains platform support for listed, crypto, spread, and binary options, including differences in their metadata and identifiers. It describes subscribing to venue-provided Greeks either for an individual contract or for a series-level…

OptionsCryptoDerivatives pricingBacktesting
Amberdata research

The document introduces blockchain oracles as software that retrieves off-chain information and makes it available to smart contracts. Because a blockchain cannot directly query external APIs or data feeds, an oracle provides a link between on-chain…

CryptoDeFiDerivatives pricing
Amberdata research

This report examines BTC options and futures behavior in Q1 2023, then introduces Lyra as an automated market maker for on-chain options. It contrasts AMM and order-book models and frames DeFi options as an evolving market without an established analytical…

CryptoOptionsVolatilityDerivatives pricing
SuperMind

This reference catalog groups Python libraries used across quantitative finance. It covers strategy research and backtesting, technical indicators, risk and portfolio analysis, scientific computing, derivatives pricing, factor and time-series analysis,…

BacktestingTechnical indicatorsRisk managementPortfolio construction
Amberdata research

The newsletter links Bitcoin’s recent weakness to U.S. market sentiment and argues that BTC continues to behave like a risk-sensitive asset. It notes rising Bitcoin volatility and shifting institutional options activity between IBIT and Deribit. It also…

CryptoOptionsVolatilitySentiment
Amberdata research

This market recap describes how Bitcoin and Ether derivatives changed during a sharp Bitcoin rally linked in the document to positive news about BlackRock and EDX Markets. It tracks realized volatility, term structure, option skew, trading volume, and dealer…

CryptoOptionsVolatilityDerivatives pricing
Cryptohopper blog

This article explains short selling as borrowing or entering a position that benefits when a cryptocurrency’s price falls, then closing at a lower price. It discusses using short positions to express a bearish view, hedge existing long exposure, or seek…

CryptoDerivatives pricingOptionsRisk management
Hyperliquid docs

This technical reference describes how deployers configure and operate builder-deployed perpetual markets on Hyperliquid. It covers market and asset registration, oracle updates, funding parameters, margin tables and modes, fee settings, open-interest caps,…

CryptoPerpetual futuresDerivatives pricingRisk management
Amberdata research

This market recap interprets Bitcoin and Ethereum options through realized and implied volatility, term structure, skew, option flows, and dealer gamma positioning. It describes Bitcoin volatility rising as spot tested resistance and Ethereum volatility…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast summary introduces Superstate's approach to representing traditional financial assets on a blockchain. Its featured product, USTB, is described as a tokenized short-term US government bond product. The discussion centers on using blockchain to…

Fixed incomeDeFiCryptoDerivatives pricing
Amberdata research

This market recap reviews BTC and ETH options conditions during a week when spot prices drifted lower and realized volatility eased. Implied volatility also declined, but less than realized volatility, which the author says returned volatility carry to…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The document outlines Lyra V2 as a decentralized options venue that replaced its earlier automated market maker model with a gasless central limit order book and on-chain settlement. It describes an app-chain architecture based on an optimistic Layer 2…

CryptoOptionsDerivatives pricingRisk management
SuperMind

This introduction explains a one-period binomial model for a call option. The underlying asset starts at 100 and can move to either 110 or 90 by the next day; with a strike of 100 and interest rates set to zero, the call pays 10 in the up state and nothing…

OptionsDerivatives pricingRisk management
Amberdata research

This market update reviews three developments in crypto derivatives: August activity at Deribit, the launch of Bumper, and Kraken’s plans to expand its derivatives business. It reports that Deribit’s volume rose while global derivatives volume fell, with…

CryptoOptionsFuturesVolatility
Amberdata research

This weekly market review describes how a rally in Bitcoin and Ether affected realized and implied volatility, option skew, term structure, trading flows, and dealer gamma. It reports that volatility rose with spot prices, call premiums deepened—especially…

CryptoOptionsVolatilityDerivatives pricing
Hyperliquid docs

The document explains how delisting works for validator-operated perpetual contracts. Validators vote on whether an asset should be removed; if they approve delisting, the contract settles at the one-hour time-weighted spot oracle price from before the…

CryptoPerpetual futuresDerivatives pricingExecution
Amberdata research

This market recap compares realized and implied volatility in Bitcoin and Ethereum options, then reviews changes in their volatility term structures. It describes a negative variance risk premium in both assets, with realized volatility above implied…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The commentary assesses a Bitcoin breakout alongside crypto options positioning and volatility, while contrasting Ethereum’s weaker price action. It links Bitcoin’s strength to a possible safe-haven narrative and reports that spot had moved above a long-term…

CryptoOptionsVolatilityBreakout
Amberdata research

This options-market newsletter reviews a strong week for Bitcoin and Ethereum amid hotter-than-expected inflation data, higher rates, and rising volatility in equity volatility products. It argues that Ethereum could attract attention as traders look for a…

CryptoOptionsVolatilityDerivatives pricing
ProRealCode

The study outlines China’s convertible bond market and develops a screening factor intended to identify bonds with relatively low embedded-option valuations. It decomposes convertible bond value into a discounted bond component and an option component. Under…

Fixed incomeOptionsDerivatives pricingVolatility
Amberdata research

This market recap summarizes several conditions in Bitcoin and Ether derivatives as of February 15, 2023. It reports that realized volatility continued to ease and that term structures were flattening after being in contango. It also describes Bitcoin…

CryptoOptionsVolatilityDerivatives pricing
BigQuant

The document presents two ways to estimate convexity in Chinese convertible bonds. The Black–Scholes approach substitutes implied volatility for the underlying stock’s volatility, calibrating the model price to the observed bond price before using its…

China marketsDerivatives pricingVolatilityBacktesting
BigQuant

The document introduces over-the-counter options as privately negotiated, nonstandard contracts and focuses on binary, or digital, options. Unlike ordinary options with payoffs that vary continuously with the underlying price, a binary option pays a fixed…

OptionsDerivatives pricingFixed income
Stratmill research code

This module implements the bivariate Nelsen 13 copula, a tool for modeling dependence between two uniform variables. It provides the copula cumulative distribution and density, a conditional distribution, random pair generation, and a parameter estimator…

StatisticsDerivatives pricingRisk management