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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
Quantpedia
86 documents
TqSdk
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

8,116 documents

Deribit Insights

This weekly report surveys Bitcoin and Ether spot ranges, perpetual funding, futures-implied yields, and options volatility. During the reported week, prices consolidated after an earlier rally. Bitcoin perpetual funding returned to positive territory, while…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This commentary compares Bitcoin and Ether option smile skew after news of a Bitcoin spot ETF application. Both markets continued to price out-of-the-money puts at higher implied volatility than similarly distant calls, but Bitcoin’s call-put volatility gap…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary examines a steep, uneven Bitcoin and Ether options volatility term structure near year-end. It explains how comparing implied volatility across expiries and considering roll-down or forward volatility can change the appeal of holding vega: a…

CryptoOptionsVolatilityCarry
Deribit Insights

The article presents a bear call spread for traders expecting Bitcoin to remain bearish or move sideways. The example sells a May 2024 call at a $65,000 strike for $340 and buys a call at a $66,000 strike for $200, receiving a net credit of $140 per BTC. The…

CryptoOptionsRisk management
Deribit Insights

The article describes a crypto options market shaped by global risk aversion, with macroeconomic uncertainty and forced deleveraging weighing on prices. It reports elevated realized volatility after a sharp decline, while implied volatility has eased…

CryptoOptionsVolatilityRisk management
Deribit Insights

The article describes a short strangle for a trader expecting Bitcoin to remain within a range. The position sells one out-of-the-money call at a higher strike and one out-of-the-money put at a lower strike, with the same underlying and expiration. Its…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market recap reviews Bitcoin and Ether price action alongside derivatives indicators. It reports a strong Bitcoin rally during April, supported in the article’s account by ongoing spot ETF inflows and optimism about US legislation. Both assets’…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly flow note reviews Bitcoin and Ether options as both assets pulled back from record highs in November 2021. It describes Bitcoin put-focused risk reversals funded by calls, alongside a buyer of near-dated call spreads, and reports opportunistic…

CryptoOptionsVolatilityRisk management
Deribit Insights

This options-flow report examines Bitcoin and Ether trading around approval of a spot Bitcoin ETF. It describes an underwhelming Bitcoin price response after approval, followed by a sharp decline in near-dated implied volatility as positions tied to the…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly options-flow commentary describes positioning as Bitcoin’s late-year rally faded in 2021. It reports purchases of December 31 puts, alongside January call spreads and calls, including positions expiring in early and late January. The author…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market commentary tracks Bitcoin options flow around the inauguration and the launch of the TRUMP coin. It reports continued outright buying of February and March 120,000 calls, along with February call spreads, and heavier near-dated call buying as…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This trade idea presents an Ethereum call ratio spread for traders expecting limited upside around anticipated spot ETF developments and resistance near the $4,000 level. The example buys one July 26, 2024 call at the $3,700 strike and sells two calls at the…

CryptoOptionsDerivatives pricingEvent-driven
Deribit Insights

This desk commentary examines crypto options trading during a period of strong Bitcoin price action and an approaching Ethereum network upgrade. It tracks how implied volatility and demand for options changed as spot prices pulled back and then recovered.…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The announcement describes a hybrid custody arrangement intended to speed institutional access to Deribit. Under the model, a custodian or brokerage can offer the exchange as a trading venue without first completing a full technical integration. The document…

CryptoFuturesOptionsRisk management
Deribit Insights

This guide explains how to interpret several crypto options analytics views. It defines volatility skew as implied volatility across strikes or deltas, and term structure as at-the-money implied volatility across expiries. Comparing these charts can help…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary reviews Bitcoin and Ether volatility, skew, term structures, option flows, and dealer gamma positioning ahead of a US CPI release. It frames the data as an event catalyst: stronger inflation could pressure prices, while softer inflation might…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast episode covers crypto market developments through a discussion of on-chain analytics, macro headlines, and the renewed prospect of an Ether exchange-traded fund. The guest describes using detailed blockchain flow data to help assess trends in…

CryptoOptionsOn-chain dataVolatility
Deribit Insights

The commentary compares implied volatility smiles for Bitcoin and Ether options, focusing on the SABR rho parameter as a measure of tilt toward out-of-the-money calls or puts. At the cited snapshot, both assets show negative rho across maturities, while…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The trade note presents a defined risk bullish options position on MATIC, based on a retracement toward a stated demand zone, reported whale accumulation, and positive crypto developments. The proposed spread buys a call at a lower strike and sells a call at…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This weekly market review compares Bitcoin and Ether futures, perpetual funding, and options conditions. It tracks implied volatility term structures and 25-delta risk reversals, alongside annualized futures yields and perpetual funding rates. The report…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly overview describes Bitcoin and Ether derivatives after a September 2024 Federal Reserve rate cut. It reports that spot prices and derivatives sentiment strengthened, while futures implied yields, which had been elevated at shorter maturities and…

CryptoFuturesOptionsVolatility
Deribit Insights

The commentary examines Bitcoin derivatives around a report that the SEC might delay spot ETF approval. It describes how the rumor circulated amid elevated leverage, funding, and positive sentiment, alongside a sharp Bitcoin decline. The author says bullish…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article links Bitcoin’s move above $100,000 to market catalysts including Federal Reserve Chair Jerome Powell’s comparison of Bitcoin with gold, anticipated corporate shareholder action, and reported inflows into U.S. spot Bitcoin ETFs. It then discusses…

CryptoOptionsVolatilityMomentum
Deribit Insights

The article reviews Bitcoin’s retreat after briefly moving above the stated $100,000 level, alongside market conditions expected around the next U.S. administration and January macro events. In options, it reports that volatility had fallen before a sharp…

CryptoOptionsVolatilityCarry