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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 market note interprets Bitcoin and Ether option activity during a period of heavy downward selling pressure. It lists several possible sources of pressure, including uncertainty around ETF flows and the CME basis trade, miner distributions,…

CryptoOptionsVolatilityRisk management
Deribit Insights

This podcast episode brings together a market commentator, a derivatives analyst, and a crypto journalist to discuss a sharp rebound in Bitcoin and Ether after a turbulent week. Its agenda spans the outlook for a possible recession and Federal Reserve cuts,…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly report reviews Bitcoin and Ether derivatives during a strong spot-price rally. It tracks futures-implied yields, perpetual swap funding, at-the-money implied volatility, 25-delta risk reversals, and volatility surfaces. The analysis describes how…

CryptoFuturesOptionsVolatility
Deribit Insights

This announcement introduces DVOL, an index intended to summarize Bitcoin options market expectations of volatility. Its construction uses the implied volatility smile across relevant expiries to produce a single measure of annualized implied volatility over…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly review considers how the large year-end delivery of crypto options and futures could affect prices, volatility, and positioning. It describes a calm holiday period in which Bitcoin and Ether recovered important price levels, realized volatility…

CryptoOptionsFuturesVolatility
Deribit Insights

This weekly market review tracks Bitcoin and Ether derivatives using implied volatility, options skew, risk appetite measures, and volatility surfaces. It describes how a rebound in spot prices coincided with options pricing becoming less bearish: seven-day…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary weighs conflicting U.S. inflation and labor signals against a recent rally in risk assets ahead of CPI and an FOMC decision. It notes earlier softer inflation readings that encouraged expectations of a policy pivot, followed by…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly market note examines Bitcoin and Ether options positioning ahead of an FOMC meeting. It describes a sharp but quickly reversed weekend Bitcoin move toward $24,000, elevated implied volatility in expiries spanning the meeting, and the possibility…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This podcast overview links crypto’s relative weakness against equities and gold to macroeconomic expectations and options positioning. It cites weak U.S. jobs data and a September rate cut priced by markets, alongside falling yields, lower oil prices, and…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market report reviews BTC and ETH derivatives during a rally associated with strong spot ETF inflows. It summarizes changes in perpetual swap funding, futures implied yields, at-the-money implied volatility, and 25-delta risk reversals. The…

CryptoFuturesOptionsVolatility
Deribit Insights

This primer explains expiration payoffs for common BTC option positions, including naked calls, synthetic futures, vertical spreads, straddles, strangles, and butterflies. It uses payoff diagrams and position combinations to show how the strategies change…

CryptoOptionsDerivatives pricingVolatility
Deribit Insights

The commentary examines changes in ETH options implied volatility smiles after the FTX collapse, focusing on how skew toward out-of-the-money puts differs across maturities. It uses SABR-calibrated smiles and the SABR rho parameter to describe the direction…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This podcast overview describes a discussion of crypto volatility trends and institutional trading. Topics include relative value between Bitcoin and Ethereum, whether ETH might outperform BTC, option skew, recent ETH option flows, and systematic trading. It…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly report reviews crypto derivatives after a sharp Bitcoin spot decline. It connects the selloff with a weaker risk appetite reading, a renewed run of spot Bitcoin ETF outflows, and defensive positioning in options and perpetual futures. It also…

CryptoOptionsVolatilityPerpetual futures
Deribit Insights

This weekly report summarizes BTC and ETH derivatives conditions across futures yields, perpetual funding, implied volatility, volatility surfaces, and put-call skew. It describes positive implied spot yields in both assets, quieter funding, and declining…

CryptoFuturesOptionsVolatility
Deribit Insights

The article presents a bearish conditional case for Ether while remaining more constructive on Bitcoin. It argues that a break of ETH’s cited support could expose lower technical levels and trigger liquidations. The author points to ETH’s recent…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market note reviews subdued BTC and ETH prices ahead of an anticipated spot Ether ETF launch. It relates price weakness to macro signals, BTC miner and holder selling, and uncertainty about ETF inflows. The options discussion describes softer implied…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document explains how an options chain can display an expected price range for each expiry, using the underlying price and at-the-money implied volatility. It interprets the range as an estimated one-standard-deviation move: under the assumed model, the…

OptionsVolatilityDerivatives pricingStatistics
Deribit Insights

This commentary explains a rapid flattening in Bitcoin option volatility smiles at the one-month and two-week tenors. It interprets the SABR VolVol parameter as a measure of smile steepness and compares snapshots across expiries. At the shorter tenors,…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article argues that US-listed spot Bitcoin ETFs could increase institutional participation and put downward pressure on implied volatility. It connects that forecast to a gap between realized and implied volatility, the distribution of outstanding puts…

CryptoOptionsVolatilityArbitrage
Deribit Insights

This commentary compares short-dated Bitcoin and Ether option volatility smiles after two weekend rallies. It uses 25-delta put-call skew and SABR smile snapshots to describe how implied volatility differs across out-of-the-money puts, at-the-money options,…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly derivatives report summarizes BTC and ETH futures, perpetual funding, and options markets. Its central observation is that implied volatility beyond the end of January is elevated relative to shorter expiries, while longer-dated option skews…

CryptoOptionsFuturesVolatility
Deribit Insights

This market commentary combines macro context with crypto options indicators to argue that Bitcoin may outperform Ether in a broader-market rally. It discusses realized and implied volatility, the volatility risk premium, term structure, risk reversals,…

CryptoOptionsVolatilitySentiment
Deribit Insights

The document connects optimism around spot Ether ETF approval with a directional options trade. It describes buying a call at a lower strike and selling a call at a higher strike with the same expiry, creating a net-debit bull call spread. The example uses…

CryptoOptionsDerivatives pricingSentiment