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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

The article proposes interpreting Bitcoin’s range-bound price action through recurring leveraged-position liquidations. It describes a liquidation heatmap that estimates price zones where leveraged traders’ liquidation points and stop losses cluster, then…

CryptoHigh-frequency tradingMarket microstructureTechnical indicators
Deribit Insights

This weekly report surveys BTC and ETH derivatives through futures yields, perpetual swap funding, at-the-money implied volatility, volatility surfaces, and SABR skew. It describes futures trading above spot across sub-year tenors for BTC and ETH, alongside…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This desk commentary examines Bitcoin and Ether options around a Federal Open Market Committee rate decision. Before the announcement, front-end implied volatility rose while spot prices were relatively steady; after the rate increase, volatility fell…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly report reviews Bitcoin and Ether derivatives during a sharp spot rally followed by some retracement. It tracks three directional indicators—options smile skew, perpetual swap funding, and futures-implied spot yields—and describes each rising with…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This short market commentary describes Bitcoin options positioning around an upcoming US CPI release. It reports continued buying of September puts on spot declines and calls on rallies, alongside purchases of out-of-the-money October calls at progressively…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This guide explains how to navigate Deribit’s options chain and place a basic options order. The chain groups contracts by strike, with calls and puts on opposite sides and bid and ask prices shown for each. Selecting a contract opens an order form with its…

CryptoOptionsExecutionDerivatives pricing
Deribit Insights

This market commentary interprets a change in Bitcoin options positioning. After prior purchases of January and February calls at several strikes, the author reports selling some of those positions, including a full exit from one January call position and…

CryptoOptionsVolatilitySentiment
Deribit Insights

The article outlines a bullish-to-neutral ETH options setup for an expiry on August 30, 2024. It proposes buying one out-of-the-money $2,800 call and selling two $2,900 calls with the same expiry. The stated rationale combines a pattern of higher highs and…

CryptoOptionsVolatilityRisk management
Deribit Insights

This guide explains how Deribit’s USDT deposits and spot markets could be used to move funds between supported currencies. It describes three spot pairs—BTC/USDT, ETH/USDT, and USDT/USDC—and notes that users could deposit USDT directly before exchanging it…

CryptoSpot marketsExecutionDerivatives pricing
Deribit Insights

The commentary compares Bitcoin’s 2023 price and volatility behavior with US equities and the S&P 500 volatility benchmark. It reports that Bitcoin gained substantially year to date while its recent return correlation with equities fell near zero. The…

CryptoVolatilityStatisticsOptions
Deribit Insights

This market commentary examines a period of unusually quiet Bitcoin and Ether trading, relating low realized volatility and weaker volumes to falling implied volatility and changes along the options term structure. It compares the two assets’ volatility…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The note reviews recent Bitcoin and Ether option activity alongside a sharp weekend rise in Bitcoin. It describes traders rolling November calls to higher strikes, adding December upside calls, and buying longer-dated call spreads and straddles. Although…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report summarizes Bitcoin and Ether derivatives after the ETF announcement event. It describes front-end implied volatility falling as event risk passed, while both term structures remained moderately inverted. Demand for short-dated…

CryptoOptionsFuturesVolatility
Deribit Insights

The article examines subdued Bitcoin and Ether volatility during a period of range-bound prices, relating options pricing to macroeconomic uncertainty, weakening crypto activity indicators, and possible catalysts such as the Bitcoin halving. It compares…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market note describes a shift in Bitcoin options activity: traders continued to pay for downside protection while also buying March and April calls at the 75,000 strike. The call purchases expressed a more optimistic directional view and took advantage…

CryptoOptionsVolatilityRisk management
Deribit Insights

The note reviews Bitcoin and Ether option activity around a weekend rally linked to a delay in US government shutdown concerns and subsequent enthusiasm for Ether futures ETFs. Buyers took October Bitcoin calls while implied volatility barely responded to…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report reviews BTC and ETH derivatives during a broad crypto selloff in November 2025. It describes falling spot prices, elevated implied volatility, and options smiles skewed toward puts, suggesting demand for downside protection. ETH showed…

CryptoFuturesOptionsVolatility
Deribit Insights

This market recap reports October activity in BTC options and the wider crypto derivatives market. It describes record monthly turnover and open interest, rising options volumes, a large block trade, and higher BTC realized volatility during a month when BTC…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document introduces BTC DVOL futures as contracts linked to Deribit’s 30-day forward-looking implied-volatility index. It distinguishes that measure from realized volatility and explains that annualized DVOL can be converted approximately into an…

CryptoFuturesVolatilityOptions
Deribit Insights

The document explains Deribit’s block request-for-quote process for large trades across options, perpetuals, futures, and spot. A taker requests a structure and size; makers submit quotes, and the taker sees the best available bid and ask. It describes the…

CryptoOptionsExecutionMarket microstructure
Deribit Insights

This weekly report compares BTC and ETH futures, perpetual swap funding, and options markets. It characterizes volatility skews as bullish across maturities, with stronger conviction in BTC, and says ETH futures-implied yields remain positive but below BTC’s…

CryptoFuturesOptionsVolatility
Deribit Insights

The article presents a bearish BTC options trade based on resistance, negative spot ETF flows, and a view that price may test support near $59,000. The proposed put ratio spread buys one out-of-the-money $61,000 put and sells two $59,000 puts with the same…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This market commentary tracks BTC options activity after spot broke above $89,000. It reports buying of calls across April to June expiries, including higher June strikes and call spreads, alongside profit-taking in April calls and sales of volatility…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly snapshot reviews BTC and ETH futures-implied yields and options markets. For BTC, it describes annualized yields recovering from a sharp June decline into a narrower range, while short-dated futures prices remain close to spot. ATM implied…

CryptoFuturesOptionsVolatility