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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 newsletter links its end-of-year crypto outlook to a possible Federal Reserve rate cut, inflation and employment data, and speculation about the next Fed chair. It argues that easier policy and a softening labor market could support risk assets, while…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The newsletter reviews market reactions to the U.S. election, including a drop in equity volatility and expectations for possible regulatory changes affecting crypto. It connects those themes to options positioning: traders were concentrated in calls up to a…

CryptoOptionsVolatilitySentiment
Amberdata research

This interview recap examines Bitcoin and Ether performance, their changing spot and volatility relationships, and the relative beta of Ether in Bitcoin terms. It describes a shift in Ether’s beta below one and convergence in the assets’ volatility, while…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This recap describes conditions in Bitcoin and Ether derivatives markets for the week ending March 29, 2023. It tracks volatility, option term structure, skew, option trading flows, and gamma positioning, highlighting calmer markets and term structures…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The note reviews BTC and ETH options activity during a week shaped by US rate moves and changing ETF expectations. It links delayed spot BTC ETF decisions with a loss of October implied-volatility premium, while reports of a possible Ethereum futures ETF…

CryptoOptionsVolatilityDerivatives pricing
SuperMind

This document outlines the risk-neutral argument behind the Black–Scholes partial differential equation for a European option. It starts with a stochastic model of a stock price and applies Itô’s lemma to describe how an option’s value changes with the…

OptionsDerivatives pricingStatisticsArbitrage
quant-trading

This script introduces a long straddle: buying a call and put with the same strike and expiration to seek gains from a sufficiently large move in either direction. It explains that the combined premium sets the loss at expiration and the distance the…

OptionsVolatilityBacktestingDerivatives pricing
Amberdata research

This weekly market review interprets Bitcoin and Ethereum options activity during a sharp crypto rally ahead of the Federal Open Market Committee decision. It discusses backwardated term structure, elevated call skew, concentrated call buying, and the…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The article describes a major bank’s over-the-counter Bitcoin option trade, facilitated by a crypto firm, as an example of institutional participation in digital assets. The contract was non-deliverable and settled in cash, so it provided Bitcoin exposure…

CryptoOptionsDerivatives pricingRisk management
Amberdata research

This market recap surveys Bitcoin and Ether options after a sharp crypto-market move. It discusses realized and implied volatility, term structures, call skew, options flows, and dealer gamma. The account says shorter-horizon realized volatility had…

CryptoOptionsVolatilityDerivatives pricing
Hyperliquid docs

The document explains Hyperliquid portfolio margin, which combines eligible spot collateral and cross-margin perpetual positions in one account. HYPE and BTC collateral support borrowing in USDC according to asset-specific loan-to-value ratios. Borrowing…

CryptoPerpetual futuresSpot marketsDerivatives pricing
Amberdata research

This market recap describes a shift back toward downside protection in Bitcoin and Ether options after a prior call bid faded alongside weaker spot prices. It reports that Bitcoin’s short-dated options returned to a pronounced put premium, while Ether showed…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap describes a rally-era snapshot of Bitcoin and Ether options. It reports realized volatility settling in the mid-30s after a rise, while both assets’ volatility term structures steepened: nearer maturities softened and parts of the longer…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast recap describes Wintermute’s development from a crypto liquidity provider into a firm trading across centralized venues, DeFi, spot markets, derivatives, and institutional OTC channels. It highlights how co-founder Yoann Turpin’s experience with…

CryptoMarket makingMarket microstructureDerivatives pricing
Amberdata research

This review excerpt describes major regulatory changes affecting crypto markets during 2025. It traces the EU’s MiCA framework, changes to US bank custody rules, a federal stablecoin law, an SEC shift away from enforcement, in-kind Bitcoin ETF redemptions,…

CryptoSpot marketsDerivatives pricingUS markets
Amberdata research

This weekly market commentary reviews Bitcoin and Ether options around US macroeconomic news, including a Federal Reserve rate increase and a stronger-than-expected jobs report. It interprets Bitcoin’s return to contango, relatively anchored implied…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This newsletter examines how traders might interpret Bitcoin options prices around the 2024 U.S. presidential election and the following Federal Reserve decision. It relates BTC’s prior movement to shifts in election odds, then uses the implied volatility…

CryptoOptionsVolatilityEvent-driven
Amberdata research

An implied volatility surface maps option volatility across strike prices and expirations. This article describes using its shape to assess market expectations, identify options whose implied volatility differs from nearby points, and construct…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market commentary links a cooler inflation reading, revised growth data, and corporate crypto-treasury plans to a cautiously constructive risk backdrop. Its options discussion says BTC block trading leaned toward call selling and put-spread buying,…

CryptoOptionsVolatilityDerivatives pricing
Stratmill research code

This document defines a common interface for calculating trade amount and account equity, then supplies formulas for linear and inverse assets. For a linear contract, amount scales with contract size, execution price, and quantity; equity adds the marked…

Derivatives pricingFutures
Amberdata research

This weekly market recap reviews BTC and ETH options through realized and implied volatility, term structure, skew, option flows, and dealer gamma. It reports falling realized and implied volatility, especially at the front end, alongside differences in…

CryptoOptionsVolatilityDerivatives pricing
SuperMind

This guide explains how an order book represents market depth at Level 1, Level 2, and Level 3, and how strategies can subscribe to incremental deltas, depth snapshots, or timed full-book updates. It describes the cached book’s source-management constraints…

Market microstructureExecutionRisk managementDerivatives pricing
Amberdata research

This product-feature note introduces a chart comparing implied volatility in option wings with at-the-money implied volatility. Users can select an option delta and days to expiry, then inspect the wing-to-ATM volatility ratio. The example states that ETH…

OptionsCryptoVolatilityDerivatives pricing