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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
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

1,747 documents

Deribit Insights

The document describes planned changes to portfolio margin treatment and collateral haircuts. In cross portfolio margin accounts, stETH is placed in ETH’s risk bucket and may offset ETH derivative exposure, with a reduced haircut to account for possible…

CryptoRisk managementPosition sizingPerpetual futures
Deribit Insights

This weekly report describes deteriorating risk appetite across BTC and ETH after a broad risk-off move. It compares three derivatives signals: perpetual funding, futures-implied yields, and options volatility skew. ETH perpetual funding reached its most…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly market recap links a sharp spot correction to the unwinding of leveraged long positions in BTC and ETH derivatives. It tracks futures-implied yields moving toward zero as futures prices converge toward spot, and perpetual funding rates moderating…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report surveys BTC and ETH derivatives after a post-election rally. It interprets futures yields, perpetual funding, option skew, and at-the-money implied volatility as indicators of stronger bullish sentiment. According to the report, yields and…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This educational overview explains how an exchange’s margin and liquidation process interacts with an insurance fund. Maintenance margin supports leveraged positions; if a trader is liquidated, the exchange transfers the position, and the insurance fund is…

CryptoFuturesPerpetual futuresRisk management
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

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

This weekly report reviews BTC and ETH derivatives as crypto prices weakened against steadier US risk-on equities. It describes BTC breaking below a previously observed support level, declining sentiment, deeply negative BTC perpetual funding, and volatility…

CryptoOptionsPerpetual futuresVolatility
Deribit Insights

This weekly recap surveys derivatives indicators for Bitcoin and Ether during a period of sideways spot trading. It reports that futures yields declined to their lowest levels of 2025 and that Bitcoin funding remained well below its mid-January highs. Ether…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This commentary examines a divergence in crypto derivatives: ETH perpetual swap funding was strongly positive over the reported week, while BTC funding stayed near zero. Funding is a recurring payment between long and short positions intended to keep a…

CryptoPerpetual futuresFuturesMarket microstructure
Deribit Insights

This weekly analytics recap summarizes bitcoin and ether futures yields, perpetual swap funding, option volatility, risk reversals, and volatility surfaces. Futures yields were positive across maturities, with shorter bitcoin tenors showing higher annualized…

CryptoFuturesPerpetual futuresOptions
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 commentary tracks how a spot-market selloff affected indicators of bullish demand in BTC and ETH perpetual swaps and futures. It reports that perpetual funding turned sharply negative during the selloff, then returned to positive but muted levels. BTC…

CryptoFuturesPerpetual futuresMarket microstructure
Deribit Insights

This announcement describes Mercury Digital Assets’ integration with Deribit through its BEACON platform and API. The connection gives professional and institutional traders access to bitcoin and ethereum options, futures, and perpetual swaps. The platform…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This exchange update describes changes to Deribit’s perpetual swap, including a maximum leverage increase to 100x and an increase in the liquidation fee from 0.10% to 0.15%. It explains leverage as exposure relative to account funds, after trading fees, and…

CryptoPerpetual futuresDerivatives pricingRisk management
Deribit Insights

This weekly market recap interprets Bitcoin and Ether derivatives alongside a spot-price rebound. It tracks futures-implied yields, perpetual swap funding, at-the-money implied volatility, and 25-delta risk reversals. The report describes rising futures…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This weekly snapshot reviews Bitcoin and Ether futures yields, perpetual funding, options implied volatility, volatility surfaces, and put-call skew. It reports that annualized futures yields for both assets were near zero, while perpetual contracts traded…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

The commentary links a sharp crypto correction to crowded Bitcoin perpetual futures positioning and describes how liquidations affected realized volatility, implied volatility, term structure, and option skew. It reports increased front-end downside…

CryptoOptionsVolatilityPerpetual futures
Deribit Insights

The article builds a bullish crypto market thesis from a set of contemporaneous signals: easier expected U.S. monetary conditions, improving macro data, ETF-related announcements, rising stablecoin issuance, and technical indicators. It argues that Bitcoin’s…

CryptoMomentumTechnical indicatorsSentiment
Deribit Insights

This report reviews Bitcoin and Ether derivatives after a sharp spot-market selloff. It describes futures-implied yields falling as futures prices moved below spot, and Bitcoin perpetual funding turning negative after a prolonged positive period. Ether…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report compares Bitcoin and Ether futures, perpetual swap funding, and options as an expected January ETF date approached. Its key observation is that short-dated volatility and skew began to diverge: Bitcoin’s at-the-money volatility term…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly recap compares BTC and ETH futures, perpetual swap funding, and options after a spot selloff. It reports that futures yields briefly fell at short maturities before recovering, while perpetual funding remained positive, indicating that traders…

CryptoFuturesOptionsVolatility