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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

20 documents

NautilusTrader

This example outlines a staged workflow for obtaining option data through an Interactive Brokers connection. It configures an instrument provider for an underlying futures contract and a put option, then checks whether the gateway or trading workstation is…

OptionsFuturesDerivatives pricingExecution
NautilusTrader

This reference describes a data record for venue-provided option sensitivities and implied volatility associated with one option instrument. It includes delta, gamma, vega, theta, and rho, along with optional mark, bid, and ask implied volatility, underlying…

OptionsDerivatives pricingVolatilityMarket microstructure
NautilusTrader

This example describes a live data actor that subscribes to a slice of Bybit BTC options. At startup, it searches cached instruments for unexpired Bybit options, selects the soonest expiry, prefers USDT settlement when available, and constructs the…

CryptoOptionsDerivatives pricingExecution
NautilusTrader

This example shows how to run an options backtest from a catalog containing option instruments, quote ticks, and Greeks. It subscribes to periodic option-chain snapshots for a chosen series and selects a contract either at a specified strike or near a target…

OptionsDerivatives pricingBacktestingExecution
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
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
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
NautilusTrader

This technical guide explains how NautilusTrader’s Interactive Brokers adapter connects to Trader Workstation or IB Gateway for market data, order execution, instrument discovery, and historical requests. It covers socket access, paper and live connection…

ExecutionMarket microstructureEquitiesFutures
NautilusTrader

This reference explains the fields used to describe a listed put or call on a non-crypto underlying. It covers contract identity, underlying asset, option type, strike, activation and expiration times, premium currency, price precision, minimum price…

OptionsDerivatives pricing
NautilusTrader

This technical reference describes an OKX integration for market data and order execution across spot, margin, perpetual swaps, dated futures, options, spreads, and event contracts. It outlines the adapter's data and execution components, instrument loading…

CryptoFuturesOptionsExecution
NautilusTrader

This example demonstrates how to model an option purchase across expiration in a backtest. A strategy subscribes to option quotes and futures bars, then submits a market buy order for one option when it receives the first eligible quote. The sample replays…

OptionsFuturesBacktestingDerivatives pricing
NautilusTrader

This Rust tutorial shows how NautilusTrader actors can consume Bybit options market data in two forms: per-contract Greeks updates and aggregated option-chain snapshots. The individual stream exposes values such as delta, gamma, vega, theta, implied…

OptionsVolatilityDerivatives pricingMarket microstructure
NautilusTrader

This tutorial describes a live short-volatility strategy that sells an out-of-the-money BTC call and put on Bybit, then hedges the resulting delta exposure with a BTCUSDT perpetual. It selects strikes by percentile within the nearest-expiry option chain,…

CryptoOptionsVolatilityPerpetual futures
NautilusTrader

This script creates four visual explanations for a Bybit delta-neutral options example: a short-strangle expiration payoff, how position delta changes as the underlying moves, a simulated rehedging threshold, and a strike-selection illustration. It reads…

OptionsDerivatives pricingRisk management
NautilusTrader

This technical guide explains how NautilusTrader connects to Polymarket’s central limit order book for binary outcome tokens. It outlines market data and execution components, wallet signature types, pUSD collateral, allowance setup, session keys, and…

CryptoOptionsExecutionMarket microstructure
NautilusTrader

This document explains a data model for reference indexes such as equity benchmarks and volatility indexes. An index instrument stores identifiers, its native symbol, quote currency, price and size precision, valid increments, timestamps, and optional…

Multi-assetFuturesOptionsMarket microstructure
NautilusTrader

The document explains two ways to obtain option sensitivities in a trading system: consume venue-reported Greeks, or calculate Black-Scholes values from cached market data. Venue values can be subscribed to, stored, and replayed as market data. The local…

OptionsDerivatives pricingRisk managementBacktesting
NautilusTrader

This plotting script creates four explanatory visuals for an ETH short-strangle options example. The panels show expiry profit and loss for a short put and call, how the combined option delta may change as spot moves, how a threshold-triggered hedge could…

OptionsDerivatives pricingVolatilityRisk management
NautilusTrader

This integration guide explains how a trading system connects to Deribit for market data and order execution. It outlines the division between WebSocket use for streaming and trading operations and HTTP use for instrument loading, historical requests, and…

CryptoFuturesOptionsExecution
NautilusTrader

This tutorial describes running a shared short volatility strategy on Derive. It selects an out-of-the-money ETH call and put at the nearest expiry, tracks venue supplied option Greeks, and offsets net portfolio delta with ETH perpetual orders when exposure…

CryptoOptionsVolatilityPerpetual futures