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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

8,116 documents

Deribit Insights

This weekly market recap reviews BTC and ETH futures, perpetual swap funding, and options conditions. It reports that annualized futures yields had fallen to just below 10% and that BTC and ETH yields were at similar levels, a convergence not seen since…

CryptoOptionsFuturesVolatility
Deribit Insights

This desk commentary argues that option valuation depends on more than volatility assumptions and dynamic hedging. It emphasizes whether counterparties trust the venue, whether options are liquid enough to enter and exit, and whether the underlying can be…

CryptoOptionsVolatilityArbitrage
Deribit Insights

This weekly report examines how BTC and ETH derivatives pricing responded to macroeconomic and sector-specific uncertainty. It describes BTC consolidating after an earlier rise, alongside multiple days of spot ETF inflows, while options markets continued to…

CryptoOptionsVolatilitySentiment
Deribit Insights

This article describes a Python program for examining the Greeks of open Deribit option positions. A user retrieves positions for an account, chooses a currency and an underlying-price range, then views plots of position Greeks as the underlying price…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This weekly market note reviews BTC and ETH futures, perpetual swap funding, and options volatility. It reports subdued annualized futures yields for both assets and a modest return to positive funding, suggesting renewed demand for long exposure while…

CryptoFuturesOptionsVolatility
Deribit Insights

This options-flow commentary describes Bitcoin call buying across January and March expiries, including activity at several strikes and a March call spread. It characterizes some purchases as fresh exposure and part of one purchase as short covering, while…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market report reviews Bitcoin and Ether derivatives after a brief risk-off episode associated with a public dispute between political and technology figures. It describes a shift in short-dated options skew toward out-of-the-money puts during the…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly market report describes Bitcoin and Ether derivatives while both spot prices were near recent range highs. It notes broadly sideways implied volatility, while short-dated option skew became less bearish as implied volatility on out-of-the-money…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly report reviews Bitcoin and Ether derivatives after Bitcoin’s spot price slowed following a reported all-time high. It describes a shift in short-dated option skew toward out-of-the-money puts, a return of Bitcoin’s futures curve from inversion to…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This brief market note interprets Bitcoin and Ether derivatives positioning around US inflation data, Federal Reserve minutes, and an Ether unlock. It reports Bitcoin risk reduction through put and call trades ahead of the events, volatility selling across…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This trade idea presents a long call butterfly on Bitcoin for a moderately bullish view. The structure buys one lower-strike call, sells two calls at the middle strike, and buys one higher-strike call. The example uses May 2024 options with strikes at…

CryptoOptionsDerivatives pricingTechnical indicators
Deribit Insights

This commentary compares spot performance and short-dated option pricing for Bitcoin and Ether after the SEC announced a lawsuit targeting Binance and named several proof-of-stake tokens as securities. It reports a broad spot-market decline, with Bitcoin…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market note reviews Bitcoin and Ether option activity during a rally linked to corporate Bitcoin purchases and positive ETF flows. It describes call spread buying across April and further upside call buying in later expiries, alongside call selling as…

CryptoOptionsVolatilitySentiment
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 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 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