Skip to content

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 commentary tracks changing Bitcoin options positioning around a market rebound. It describes a large buyer absorbing offers in December 100,000 calls after aggressive selling, followed by July 63,000 call demand as Bitcoin moved above 60,000. The author…

CryptoOptionsVolatilitySentiment
Deribit Insights

This company update reports Deribit’s trading activity and operational developments for 2024. It states that total platform volume rose 95% year over year to USD 1.185 trillion, while options notional volume increased 99% to USD 743 billion. The fourth…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

The article outlines a planned change to initial and maintenance margin calculations for standard margin accounts on Deribit. It applies to futures and perpetual contracts; options use a separate calculation that the article says will remain unchanged. The…

CryptoFuturesPerpetual futuresRisk management
Deribit Insights

This market commentary interprets a week of Bitcoin options activity as bearish. It describes call selling around the 90,000–105,000 strikes and continued put buying around 80,000–85,000, alongside March call selling in the 90,000–110,000 range and buying of…

CryptoOptionsVolatilityRisk management
Deribit Insights

This exchange update explains how a sharp Bitcoin selloff strained crypto derivatives risk controls and liquidity. It distinguishes index price, mark price, and last traded price, then describes how Deribit’s mark price used an index plus a smoothed…

CryptoDerivatives pricingRisk managementMarket microstructure
Deribit Insights

The article presents a bearish Bitcoin options trade after the market fell below a cited support level amid ETF outflows. Its rationale is that weak price structure could lead to a test of a lower demand area, while acknowledging the possibility of a bounce.…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This desk commentary describes Bitcoin and Ether options conditions around CPI and an FOMC rate decision. It reports that spot rose after an inflation reading while implied volatility fell in some maturities, with near term gamma retaining demand ahead of…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This note proposes a long put butterfly to position for a possible BTC decline toward $64,000. The structure buys one $65,000 put, sells two $64,000 puts, and buys one $63,000 put, all expiring on June 21, 2024. The stated debit is $76 per BTC, the maximum…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This trade note presents a long put butterfly as a defined-risk way to express a bearish BTC view. The structure buys one $56,000 put, sells two $54,000 puts, and buys one $52,000 put, all with the same expiry and equidistant strikes. It states a $30 per BTC…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This educational overview introduces HYPE futures, perpetuals, and options, then explains how traders can use them for directional exposure, hedging, basis trades, and income-oriented positions. It defines core option terms and illustrates puts, calls,…

CryptoOptionsFuturesDerivatives pricing
Deribit Insights

This note outlines a BTC bear call spread as a defined-risk strategy for a market view that expects resistance to limit further gains. The example sells a call at $70,000 and buys a call at $71,000 for the same expiry. The stated net credit is $185 per BTC,…

CryptoOptionsRisk managementDerivatives pricing
Deribit Insights

This weekly report summarizes Bitcoin and Ether derivatives conditions using futures-implied yields, at-the-money implied volatility, volatility surfaces, and SABR volatility-smile skew. It reports that Bitcoin futures remained below spot and Ether futures…

CryptoFuturesOptionsVolatility
Deribit Insights

The article interprets a Bitcoin and Ether sell-off through realized and implied volatility, option skew, and the ETH/BTC relationship. It reports that realized volatility rose sharply, short-dated implied volatility repriced upward, and realized movement…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article surveys four financial services that could expand as banks and crypto firms deepen their involvement in Bitcoin markets: custody, Bitcoin-backed lending, immediate fiat-to-stablecoin conversion, and yield generation. It frames custody as a way to…

CryptoSpot marketsDerivatives pricingRisk management
Deribit Insights

The document describes a temporary reward promotion for eligible USDC held on Deribit from November 18 through the end of December 2025. The first 250,000 USDC across an account’s main and subaccounts earns 7.5% APR; any balance above that threshold earns…

CryptoCarryFuturesSpot markets
Deribit Insights

This options-flow note interprets recent Bitcoin activity against a backdrop of strength in gold and macroeconomic risk. It says spot and ETF inflows had not prompted substantial fresh call buying, while traders opened put sales across several strikes and…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market note reviews Bitcoin and Ether futures, perpetual swap funding, and options volatility and skew after ETF-related event risk had passed. It reports annualised futures yields near 10% for both assets, alongside consistently positive…

CryptoFuturesOptionsVolatility
Deribit Insights

The article examines why Ethereum miners might accept EIP-1559 despite the proposal to burn base fees that would otherwise have gone to them. It frames miner income as block rewards, transaction fees, and miner-extractable value, then argues that mining…

CryptoMarket microstructureDeFi
Deribit Insights

The episode links rising long-term government bond yields and large borrowing needs with a possible future increase in policy liquidity, which the speakers see as a potential catalyst for Bitcoin. It also reviews Bitcoin’s recent breakout: volatility rose at…

CryptoOptionsVolatilityRisk management
Deribit Insights

This options-flow note describes aligned BTC and ETH activity around an approaching ETF decision. It reports fast-money buying of near-dated August and September calls, alongside a likely time-weighted-average-price BTC spot buyer. The author interprets…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article explains transaction fees as compensation for block producers and a way to rank transactions by users’ willingness to pay. It compares NEAR’s EIP-1559-style base fee with Ethereum’s model, focusing on two differences: NEAR disallows in-protocol…

CryptoDeFiMarket microstructureExecution
Deribit Insights

This macro essay compares the development of crypto with the NASDAQ through four proposed phases: adoption, a crash, consolidation, and rapid speculative growth. It argues that crypto may move through these phases faster, potentially because of expanding…

CryptoDeFiSentimentRisk management