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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
Quantopian lectures
45 documents
Binance API docs
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

1,232 documents

Deribit Insights

This retrospective examines the 2020 DeFi token selloff despite continued growth in value locked. It proposes a combination of risk aversion, profit-taking after rapid price rises, and heavy governance-token emissions from liquidity-mining programs as…

CryptoDeFiStatisticsSentiment
Deribit Insights

This educational article introduces crypto calls and puts, their strike prices and premiums, and the buyer’s right to exercise. It uses a Bitcoin put example to explain that a purchased option can express a price view while limiting the buyer’s loss to the…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This market note reads Bitcoin and Ether options pricing alongside macro news and institutional developments. It reports falling realized and short-dated implied volatility during sideways trading, with carry rising, and discusses how an FOMC event could…

CryptoOptionsVolatilityCarry
Deribit Insights

This podcast episode discusses institutional engagement with digital assets and the convergence of crypto infrastructure with traditional finance. The guest describes banks, hedge funds, ETF providers, and trading firms expanding from basic crypto exposure…

CryptoOptionsDerivatives pricingSentiment
Deribit Insights

This market commentary explains why options flow during a crypto crisis can reflect several motives at once: reducing risk, freeing capital, hedging existing exposure, or initiating new positions. It cautions against reading open interest changes as a simple…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This overview compares crypto options venues through market structure features that affect traders and liquidity providers: whether positions can be opened on both sides, whether trading occurs on a visible central order book or through requests for quotes,…

CryptoOptionsMarket microstructureRisk management
Deribit Insights

This weekly market recap compares Bitcoin and Ether derivatives using futures implied yields, perpetual swap funding, at-the-money implied volatility, and 25-delta risk reversals. It describes rising volatility, a front-end inversion in volatility term…

CryptoFuturesOptionsVolatility
Deribit Insights

This market note interprets a Bitcoin pullback near $100,000 through liquidations, realized and implied volatility, options skew, and the relative behavior of Ether. It describes Bitcoin holding above a prior price level while leveraged positions were…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary argues that reduced cash liquidity and attractive yields on deposits and short-term government debt were contributing to low volatility and weak crypto trading activity in September 2023. It proposes a mechanism: when cash earns a…

CryptoVolatilityMarket microstructureFutures
Deribit Insights

This commentary tracks a sharp decline in the 90-day rolling correlation of daily Bitcoin and Ether spot returns, alongside a recovery in both assets’ implied volatility. It compares the recent divergence with late 2020 and early 2021, when Bitcoin…

CryptoStatisticsVolatilitySpot markets
Deribit Insights

This commentary interprets Bitcoin options activity around changes to proposed spot ETF filings. It links rapid meetings between ETF managers and regulators, followed by amendments to use cash creation, with traders’ expectations of possible approval news.…

CryptoOptionsEvent-drivenSentiment
Deribit Insights

The article interprets reported options activity as attention and positioning shift toward ETH. It describes a large trader rolling December call exposure from lower strikes to higher ones, then using the proceeds to buy two call spreads. It also notes…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article proposes a defined-risk BTC bear put spread based on the possibility that price retreats from resistance near $65,000 toward the $62,000 breakout area. The example buys a put with a $62,500 strike and sells a same-expiry put at $62,000. The…

CryptoOptionsRisk managementTechnical indicators
Deribit Insights

The document announces Deribit’s planned HYPE derivative listings: a USDC perpetual first, followed by options and dated futures. It gives the scheduled launch dates and initial expiry mix for the dated products, as well as contract details including…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

The document explains how reduce-only settings work for limit, market, and stop orders on Deribit. These orders can reduce an existing position but cannot open or reverse one. For limit orders, the exchange caps the order quantity at the open position size…

CryptoExecutionRisk managementPerpetual futures
Deribit Insights

This podcast preview describes a discussion of crypto options after a volatility decline and a failed Bitcoin price breakout. A proprietary trading firm’s head of trading discusses approaches to finding value in volatility-surface mispricings while running a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market recap tracks crypto derivatives conditions using futures-implied yields, perpetual swap funding, and BTC and ETH options metrics. It describes a brief spot rally alongside falling implied volatility, a temporary shift in options risk…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast discussion considers borrowing against Bitcoin as a way for holders to access liquidity without selling their coins. A guest from SATS Terminal describes an aggregation platform for Bitcoin lending opportunities across decentralized finance…

CryptoOptionsDeFiRisk management
Deribit Insights

This weekly commentary tracks Bitcoin options positioning through the January 2021 expiry and a sharp rally following Elon Musk’s change of profile text. It describes funds rolling exposure, protective puts bought during declines, and a trader selling a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary examines a large buyer’s recurring Bitcoin options activity around Fridays. It describes calls bought alongside substantial spot purchases, often after US market close and around options expiry, when near dated implied volatility may…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This trade note presents a bullish Ethereum call spread in the context of anticipated updates on spot ETF filings, lower-than-forecast June inflation, positive spot Bitcoin ETF flows, and a short-term price recovery. The example buys a July 2024 call at a…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This guide explains how an options strategy selection tool maps a trader’s forecast to candidate positions. It first introduces intrinsic and extrinsic option value, noting that time to expiration, implied volatility, and implied futures interest rates…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This review explains how low liquidity and options market maker hedging contributed to Bitcoin and Ether’s January 2023 rally. It connects improving expectations for central bank policy with renewed investor interest, then focuses on negative gamma: when…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This commentary interprets BTC and ETH option-implied volatility around an anticipated spot ETF decision. It reports that both assets’ at-the-money volatility term structures became inverted and that volatility levels fell from an earlier snapshot. The front…

CryptoOptionsVolatilityDerivatives pricing