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
WonderTrader
14 documents
Alphalens
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

The article describes two policy changes that it interprets as forms of indirect monetary easing: a reduction in enhanced supplementary leverage ratio requirements for banks and an expanded Treasury buyback program. It argues that lower constraints on…

Fixed incomeCryptoUS markets
Deribit Insights

This weekly review connects the 2022 crypto selloff to inflation, expected Federal Reserve tightening and withdrawals of market liquidity. It describes how the May CPI release and concerns about further rate increases coincided with broad risk asset selling.…

CryptoOptionsFuturesVolatility
Deribit Insights

The article explains how weak crypto trading activity, macro uncertainty and capital shifting toward other markets contributed to a liquidity shortage in June 2023. It links subdued spot activity to low realized volatility and argues that reduced…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report summarizes crypto derivatives conditions for Bitcoin and Ether through futures yields, perpetual swap funding, at-the-money implied volatility, and options risk reversals. It describes a pullback and recovery in spot prices alongside…

CryptoFuturesOptionsVolatility
Deribit Insights

The document explains option delta as sensitivity to changes in the underlying price and as a model-based estimate related to the chance of expiring in the money. It emphasizes that delta depends on the pricing model and the quality of its inputs. In crypto…

OptionsCryptoDerivatives pricingVolatility
Deribit Insights

This podcast episode discusses the crypto market response to a Federal Reserve rate cut and new Chinese stimulus measures. The guest, Truflation’s founder, explains the project’s aim to provide real-time macroeconomic data using blockchain, and contrasts…

CryptoSentimentVolatilityChina markets
Deribit Insights

The document describes Deribit’s approach to publishing proof of customer liabilities and exchange-controlled assets. It uses a modified Merkle tree to let customers identify and verify their own balance entries while concealing links between balances,…

CryptoOn-chain dataRisk managementMarket microstructure
Deribit Insights

This commentary reviews a sharp crypto selloff amid a wider cross-asset risk unwind, linking the turbulence to factors including a yen carry trade reversal, market volatility, and concerns about potential token sales. It reports that realized volatility rose…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary considers how Bitcoin’s approach to a previous all-time high could affect crypto assets. It cites four earlier occasions when Bitcoin came within 10% of that high; in each, price later moved above it, and three reached the prior level…

CryptoMomentumSentimentDeFi
Deribit Insights

The article examines whether Bitcoin’s historical pattern of sharp rallies and collapses followed by renewed growth may be weakening. It attributes the earlier cycle to three influences: supply changes around halvings, global liquidity movements, and…

CryptoStatisticsSentimentSpot markets
Deribit Insights

This article explains how iron butterflies and iron condors combine four option legs to create defined-risk positions. It describes long and short versions, their relationships to straddles and strangles, and how the outer options, or wings, limit potential…

OptionsVolatilityRisk managementDerivatives pricing
Deribit Insights

This podcast announcement summarizes a broad digital asset outlook attributed to a Standard Chartered research executive. It presents a near-term Bitcoin downside scenario alongside more optimistic longer-term price projections, and discusses Bitcoin’s…

CryptoMulti-assetPortfolio constructionRisk management
Deribit Insights

This weekly market commentary interprets Bitcoin and Ethereum options activity during a period of elevated prices. It weighs trades by strike and expiry, including call selling and put buying, against spot and futures buying, volatility levels, skew, and…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The commentary examines whether a sharp crypto rally marks a lasting change in market direction or a temporary rebound. It advises traders to reconsider prior assumptions as conditions shift, while recognizing that a market turn is difficult to identify in…

CryptoVolatilityMomentumMulti-asset
Deribit Insights

This article explains how borrowing against crypto collateral in DeFi can expose users to liquidation as asset prices fall. It illustrates collateral ratios with an ETH vault example and argues that large amounts of locked collateral could face forced…

CryptoDeFiOptionsRisk management
Deribit Insights

This podcast overview describes a discussion of a proposed altcoin-season shift, with Ethereum gaining as Bitcoin dominance falls. The episode connects Ethereum’s price strength and options activity to stablecoin legislation, ETF inflows, and corporate…

CryptoOptionsVolatilityArbitrage
Deribit Insights

This explainer introduces options time value and implied volatility through an example of a far out-of-the-money Bitcoin call. It distinguishes intrinsic value from the premium buyers pay for the possibility of a large move before expiry. Implied volatility…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The review examines October 2023 crypto options pricing alongside spot moves in Bitcoin and Ethereum. It compares implied and realised volatility, including the BTC-to-ETH volatility ratio, and tracks how demand for upside exposure shifted options skew…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market commentary interprets observed Bitcoin and Ether options trades across two August dates in 2022. It reports limited but call-leaning BTC demand, including longer-dated upside calls, while ETH activity featured call butterflies at…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The article presents a call ratio spread on Polygon (MATIC) based on a bullish technical view and the launch of the Miden zero-knowledge rollup. The specified position buys one May 31 call at a $0.80 strike and sells three calls at $0.85, for a stated net…

CryptoOptionsPosition sizingRisk management
Deribit Insights

This article explains quanto derivatives, whose underlying exposure is linked to one asset while settlement and collateral use another. Using bitcoin-margined ETH and XRP perpetual swaps, it shows how the fixed contract multiplier makes the position’s value…

CryptoDerivatives pricingPerpetual futuresRisk management
Deribit Insights

An interview with Wintermute OTC trader Jasper De Maere surveys crypto derivatives activity and broader market conditions. De Maere says desk options volume rose fivefold year over year, driven largely by covered calls and cash-secured puts used to generate…

CryptoOptionsVolatilityRisk management
Deribit Insights

This desk commentary examines BTC and ETH spot, implied volatility, and options skew ahead of a week with major macro events, including the FOMC decision. It describes a brief rise in front-end implied volatility and an inverted term structure, with the…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article explains a futures spread as a paired position in futures contracts on the same asset with different expiries. A spread order book lets a trader buy one expiry and sell another in a single order, trading the price difference between the…

CryptoFuturesExecutionMarket microstructure