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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

12,303 documents

Deribit Insights

This monthly market report reviews the late-2020 bitcoin and ether rally alongside exchange activity, options turnover, open interest, put-call ratios, and implied volatility. It reports substantial growth in trading and options open interest, with December…

CryptoOptionsVolatilitySentiment
Deribit Insights

This commentary compares bitcoin and ether option markets using at-the-money implied volatility and the term structure of volatility skew. In the cited snapshot, ether’s at-the-money implied volatility was above bitcoin’s, while both markets showed a…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary tracks bitcoin options around a consumer price index release and a sharp spot rally. It describes a pre-release decline in implied volatility, including heavy near-the-money call offers, followed by a steep drop in short-dated volatility after…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly recap links a strong rally in Bitcoin and Ether spot prices with changes in derivatives positioning. It describes rising futures-implied yields, elevated perpetual funding, and options skew shifting toward out-of-the-money calls. The report…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly market recap interprets futures yields, perpetual swap funding, and options data for Bitcoin and Ether. It reports that both assets had bounced from range lows and were trading near the middle of their recent ranges, while funding stayed around…

CryptoFuturesOptionsVolatility
Deribit Insights

This desk commentary examines Bitcoin and Ether options activity during the March 2023 banking turmoil, including USDC’s depeg and renewed volatility. It describes a surge in Bitcoin option volume, sharp increases in short dated implied volatility, and a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market note interprets Bitcoin options activity across two episodes in early March 2021. It links rallies and tests of support to changes in put selling, call demand, implied volatility, skew, and near dated gamma exposure. The author…

CryptoOptionsVolatilityRisk management
Deribit Insights

This analysis explains how Bitcoin’s realized volatility rose in brief spikes during sharp price selloffs in 2022, while long stretches of sideways trading kept volatility subdued. It describes the effect of a rolling 14-day estimate: one large daily return…

CryptoOptionsVolatilityStatistics
Deribit Insights

This options-market note interprets positioning amid attention to Grayscale Bitcoin Trust outflows, ETF inflows, and possible supply from Mt. Gox and Celsius. It describes an ETH options trader rolling a short call closer to at-the-money and selling another…

CryptoOptionsVolatilityMarket making
Deribit Insights

This market commentary describes a relatively quiet crypto weekend, with Bitcoin and Ether little changed while some altcoin sectors softened. It observes that crypto volatility had declined even as trading volume increased, interpreting that combination as…

CryptoVolatilityMomentumDeFi
Deribit Insights

This weekly review weighs improving crypto prices and derivatives sentiment against macroeconomic risks. It links the market rebound to expectations that recession concerns could slow Federal Reserve tightening, while arguing that inflation, liquidity…

CryptoFuturesOptionsVolatility
Deribit Insights

This brief flow report describes BTC options activity around a price move driven by changing U.S.–Iran headlines. As BTC moved above the recent trading range, short calls were reportedly covered or rolled to higher strikes, while some traders continued…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly review links expectations of Federal Reserve tightening to weakness in crypto prices and changing derivatives indicators. It describes the prospect of earlier rate increases and a smaller balance sheet as a threat to liquidity, then reports…

CryptoOptionsFuturesVolatility
Deribit Insights

This commentary interprets a crypto rally through options-market measures, emphasizing ETH’s stronger momentum relative to BTC. It describes ETH realized volatility rising sharply, front-end implied volatility increasing, and call skew turning positive as…

CryptoOptionsVolatilityMomentum
Deribit Insights

This market note reviews the rebound in BTC and ETH after a sharp decline, then focuses on how realized and implied volatility, skew, and option flows changed. It reports that realized volatility moved closer to implied volatility as large price moves left…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This Portuguese course listing maps out an introductory curriculum for cryptocurrency options. It begins with an introduction and basic option definitions, then covers calls and puts in general and in crypto-specific contexts. Later sections focus on…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This commentary considers how uncertainty around the US election could affect BTC volatility. It argues that predicting the direction of BTC after a defined political event is difficult, while a large move in either direction may create demand for options. A…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly market recap reviews BTC and ETH futures yields and options implied volatility. It reports that short tenor futures yields weakened, with ETH yields falling below zero at shorter tenors, while longer tenor yields were comparatively steady. It…

CryptoFuturesOptionsVolatility
Deribit Insights

The note reviews a brief burst of Bitcoin and Ether options buying as prices fell below stated levels. It describes December put spreads that put attention on a lower strike, alongside call buying in Ether and a large buyer of March Bitcoin calls. The…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This desk commentary traces a sharp rise in Bitcoin implied volatility after a price rebound and compares it with a more muted initial response in Ether options. It attributes the difference partly to concentrated dealer gamma and vega exposure in ETH, while…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly options-flow note examines crypto markets around expected Federal Reserve tightening and uncertainty about the war in Ukraine. It describes implied volatility falling after a pre-event surge, while traders accumulated BTC upside exposure through…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly derivatives recap describes how changing geopolitical headlines affected crypto risk sentiment and options markets. It reports that BTC and ETH rebounded as negotiations appeared possible, while the report’s risk-appetite indexes rose past a…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary interprets a rally in Bitcoin and changing options positioning across BTC and ETH. It links the move above prior resistance to ETF expectations, notes a positive shift in the spread between BTC futures basis and US Treasury yields, and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This essay examines the 2022 crypto downturn through market stress, macroeconomic conditions, and signs of continued activity across blockchain ecosystems. It connects institutional failures and falling asset prices with volatility spikes, reduced spot…

CryptoVolatilityRisk managementOn-chain data