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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
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 compares Bitcoin’s spot-price and implied-volatility relationships with traditional assets and with Ethereum. Using rolling 90-day correlations, it reports that Bitcoin’s spot relationship with the S&P 500 and Nasdaq weakened from early 2023…

CryptoEquitiesVolatilityStatistics
Deribit Insights

This brief flow note interprets Bitcoin options activity around a rally through the $40,000 level. Long-held December calls at the $40,000 and $42,000 strikes were closed as spot reached about $40,700, which the author says transferred gamma exposure to…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market report describes subdued Bitcoin and Ethereum derivatives conditions during a period of historically low realized volatility. Short-dated futures traded below spot, with Ethereum yields somewhat less negative than Bitcoin’s; longer Bitcoin…

CryptoFuturesOptionsVolatility
Deribit Insights

The commentary examines crypto options positioning ahead of the expected U.S. spot Bitcoin ETF decision. It links the false approval announcement and subsequent price moves to event risk: short-dated implied volatility rose, weekly options resisted decay,…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

The primer explains how Ethereum validators stake 32 ETH through the Consensus Layer and how the Shanghai upgrade was expected to enable withdrawals. It distinguishes partial withdrawals of rewards or balances above the stake from full exits, which require a…

CryptoFuturesCarryRisk management
Deribit Insights

The report surveys BTC and ETH options positioning amid fading macro optimism, a hawkish Federal Reserve stance, and crypto-specific weakness. It says realized volatility fell toward implied volatility, while implied volatility remained below realized…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market recap describes how stress around stablecoins and bank failures affected BTC and ETH options. Implied volatility rose across expiries, and the term structure turned sharply backwardated, with near-dated options carrying higher volatility than…

CryptoOptionsVolatilitySentiment
Deribit Insights

The note presents a zero-debit BTC call ladder for a moderately bullish view. It buys a March 15 call at $72,000 and sells calls at $74,000 and $78,000, seeking a profit if BTC finishes between the two short-call strikes. The proposed rationale is a pattern…

CryptoOptionsVolatilityRisk management
Deribit Insights

This desk commentary describes how options positioning and trading flow shaped BTC and ETH price behavior during a volatile week. It characterizes BTC as pinned near a heavily traded strike, with short-dated demand and option-related bids helping contain…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This options-flow commentary examines a reported BTC trade that sold a strip of July calls to help finance a more distant September call spread. The author interprets the structure as retaining modest near-term directionality while expressing a preference…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market note compares Bitcoin and Ethereum derivatives through futures-implied yields, perpetual swap funding rates, at-the-money implied volatility, volatility surfaces, and 25-delta put-call skew. It reports that annualized futures yields remain…

CryptoFuturesOptionsVolatility
Deribit Insights

This commentary examines the volatility shock following FTX's insolvency in November 2022. It reports sharp increases in BTC and ETH implied and realized volatility, and a particularly large implied volatility rise in Solana. After the initial repricing,…

CryptoOptionsVolatilityRisk management
Deribit Insights

This announcement describes a set of Into The Block indicators made available through a crypto exchange's BTC and ETH market data pages. The listed measures cover futures and perpetual turnover and funding rates, volatility, blockchain addresses, ownership,…

CryptoOn-chain dataMachine learningStatistics
Deribit Insights

This weekly snapshot reviews BTC and ETH futures, perpetual funding, options volatility, risk reversals, and volatility surfaces. It reports that recent realized volatility was low and that implied volatility for both assets continued to decline toward…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast description outlines a discussion of why Bitcoin and Ether have lagged gold and equities despite improving macro conditions. The speakers connect subdued crypto option volatility with liquidity developments, the end of a large options expiry…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly snapshot reviews BTC and ETH derivatives using futures-implied yields, perpetual swap funding, option implied volatility, risk reversals, and volatility surfaces. It reports positive BTC futures yields and funding alongside negative ETH readings…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This essay develops a conceptual account of how market beliefs and outcomes influence each other, with imitation acting as a channel for that feedback. It frames speculation as seeking financial optionality rather than directly producing goods or services,…

CryptoEquitiesSentimentStatistics
Deribit Insights

The document presents a BTC call ratio spread for a neutral outlook with a slight short-term bullish bias. The example buys one out-of-the-money call at a lower strike and sells two calls at a higher strike, all with the same expiry. It identifies the higher…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This market note interprets Bitcoin options activity around a sharp spot decline associated with anticipated Mt. Gox distributions and German government sales. It reports that traders restructured longer-dated upside calls, shifting exposure from high…

CryptoOptionsVolatilitySentiment
Deribit Insights

This podcast listing describes a discussion between crypto derivatives hosts and the co-founders of Immersive Finance. The guests explain the demand among institutional crypto participants for detailed market data and risk management systems, drawing on…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market recap compares Bitcoin and Ether derivatives using futures implied yields, perpetual swap funding, options volatility, risk reversals, and volatility surfaces. It describes ETH yields weakening most at shorter maturities after a spot…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

The document proposes a call ratio spread for a view that Bitcoin will face resistance around $67,000 and $70,000. It describes buying one out-of-the-money call at the lower strike and selling three calls at the higher strike, all with the same expiry. The…

CryptoOptionsRisk managementTechnical indicators
Deribit Insights

This desk commentary interprets Bitcoin and Ether options activity during a mostly static week for Bitcoin spot prices. It reports demand for short-dated options, longer expiries, and wing strikes as Ether reached cycle highs before retracing. Bitcoin’s…

CryptoOptionsVolatilityMarket microstructure