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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

1,232 documents

Deribit Insights

This exchange update describes combo trading fee discounts and changes to initial margin rules. For options combos containing buys and sells, Deribit waives fees for the cheaper side; same-direction option legs do not qualify. Futures and perpetual combos…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly flow note describes BTC and ETH options activity amid falling trading volume and implied volatility. It reports persistent put skew after renewed China-related concerns, with put buying concentrated in short-dated BTC contracts at lower strikes.…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly report surveys BTC and ETH derivatives sentiment through perpetual swap funding, implied volatility term structures, and options risk reversals. It describes funding rates near zero after sideways spot performance, suggesting limited imbalance in…

CryptoDerivatives pricingOptionsVolatility
Deribit Insights

This market commentary interprets Bitcoin and Ether price action alongside options pricing and reported trade flows. It describes front-end implied volatility easing while near-term contracts remain supported ahead of a central bank rate decision, and notes…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast discussion links crypto market behavior to geopolitical risk, derivatives activity, and the changing structure of on-chain markets. Bitcoin is described as holding near a range despite Middle East tensions, high oil volatility, and pressure on…

CryptoDerivatives pricingOn-chain dataDeFi
Deribit Insights

This commentary surveys Bitcoin and Ether conditions ahead of a September inflation report, connecting macroeconomic signals, institutional activity, and options positioning. It notes Bitcoin holding above 110,000 despite ETF outflows, Ether above 4,250, and…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article describes a bullish call butterfly spread for Bitcoin, framed around a breakout from a symmetrical triangle and increased open interest at the middle strike. The position buys one lower-strike call, sells two calls at a higher strike, and buys…

CryptoOptionsBreakoutPosition sizing
Deribit Insights

This market commentary links a Bitcoin sell-off and subsequent capital rotation toward Ether with macro expectations, institutional flows, and crypto options positioning. It reports Bitcoin ETF outflows alongside renewed attention to Ether and describes the…

CryptoOptionsVolatilityMomentum
Deribit Insights

The document explains maximal extractable value (MEV) as revenue gained by changing which transactions enter a block and in what order. It describes how limited blockspace, public transaction data, and builders’ ability to choose transactions create…

CryptoArbitrageMarket microstructureOn-chain data
Deribit Insights

This analysis links a sharp BTC and ETH selloff with a surge in liquidations, changing implied volatility, and options positioning. It attributes a substantial share of liquidations to gamma-related perpetual futures positions on Deribit and OKX, while…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This report compares BTC and ETH futures yields and option volatility around the Ethereum Merge. For BTC, annualized implied futures yields across maturities shorter than one year were reported within a narrow range around zero. BTC at-the-money implied…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly recap tracks BTC and ETH derivatives after a sharp market decline and a period of extreme risk aversion. It describes demand for out-of-the-money puts and short-dated protection, followed by tentative improvement as prices moved sideways. BTC…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly market recap examines BTC and ETH derivatives during a period of sideways prices and low short-dated volatility. It reports that both assets’ short-tenor implied volatility reached year-to-date lows, while the risk appetite indices rose toward…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market recap summarizes Bitcoin and Ether futures yields, perpetual swap funding, option volatility, risk reversals, and implied volatility surfaces. It reports that short-dated futures yields were volatile, with Bitcoin turning negative late in…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This commentary compares Bitcoin and Ether option volatility smiles, emphasizing the one-month tenor and the SABR volatility-of-volatility parameter. It explains that higher volatility of volatility corresponds to a steeper smile, making far out-of-the-money…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This satirical article describes ways a DeFi exchange might make activity appear stronger than it is. Its examples include rewarding wash trades, using coordinated wallets to create offsetting trades, provoking arbitrage to increase reported volume, and…

CryptoDeFiMarket microstructureRisk management
Deribit Insights

This weekly report summarizes crypto derivatives conditions using futures yields, perpetual swap funding, option implied volatility, risk reversals, and volatility surfaces. It describes a cooling in at the money implied volatility after a spot rally slowed,…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast description introduces the role of central clearing parties in traditional finance and their potential application to crypto markets. The guest discusses how clearing houses manage counterparty risk and settlement, and how cash settled Bitcoin…

CryptoFuturesOptionsMarket microstructure
Deribit Insights

The article reviews BTC and ETH options conditions around a likely US debt ceiling agreement. It links a pickup in realized volatility and short dated implied volatility to the news, while noting that the weekly implied move quickly lost momentum. It also…

CryptoOptionsVolatilityMean reversion
Deribit Insights

The tutorial defines leverage as position size divided by collateral and margin as the funds supporting a position. It distinguishes initial margin, needed to open a trade, from maintenance margin, needed to keep it open. Worked arithmetic examples show how…

CryptoFuturesDerivatives pricingRisk management
Deribit Insights

This market commentary reviews strong rallies in TON, AVAX, and NEAR, linking each move to a project-specific catalyst or market narrative. It also notes that BTC was near its highs amid substantial spot ETF inflows and a slowdown in outflows from one fund.…

CryptoMomentumSentimentPerpetual futures
Deribit Insights

This commentary argues that a crypto rally can be driven by shifting liquidity within the market even when aggregate stablecoin supply is declining. It points to exchange stablecoin reserves and Bitcoin’s growing share of crypto market capitalization as…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This commentary examines how a bullish October spot market coincided with growing demand for long exposure in BTC and ETH derivatives. It uses futures-implied annualized yields, perpetual swap open interest, and funding rates to describe the shift. BTC’s…

CryptoFuturesPerpetual futuresCarry
Deribit Insights

This overview describes a Python program for retrieving and charting historical funding rates for perpetual contracts on Deribit. Users choose an instrument and date range; the program requests the history in monthly chunks and limits request frequency. The…

CryptoPerpetual futuresDerivatives pricingStatistics