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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
Quantpedia
86 documents
TqSdk
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
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 weekly report reviews BTC and ETH derivatives as crypto prices weakened against steadier US risk-on equities. It describes BTC breaking below a previously observed support level, declining sentiment, deeply negative BTC perpetual funding, and volatility…

CryptoOptionsPerpetual futuresVolatility
Deribit Insights

This market commentary describes crypto options positioning as traders anticipated the start of spot ETH ETF trading. It reports resilient bullish sentiment despite negative headlines, falling realized and implied volatility, and steeper contango in ETH’s…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly market recap describes a steep decline in precious metals followed by a crypto selloff, with Bitcoin revisiting a cited price level and liquidations reaching their highest level since a prior episode. It uses perpetual funding, futures-implied…

CryptoOptionsVolatilityFutures
Deribit Insights

The article explains why crypto option prices can be shown using either spot or forward values. It describes the cash-and-carry basis as a delta-neutral position whose returns reflect stablecoin financing yields, and argues that these yields influence the…

CryptoOptionsDerivatives pricingCarry
Deribit Insights

This podcast summary connects stronger US macroeconomic data and higher Treasury yields with risk reduction across markets, including a crypto selloff through support levels followed by a partial recovery. The speakers discuss competing views on the macro…

CryptoOptionsVolatilityFutures
Deribit Insights

The note presents a bullish Bitcoin view based on a four-hour chart rebound and breaks above several resistance zones, including a stated move past $62,000. It links the outlook to anticipated institutional flows and proposes an options position expiring…

CryptoOptionsBreakoutTechnical indicators
Deribit Insights

This market recap describes a sharp rally in Bitcoin and Ether following a disruption to the summer volatility lull. It associates the move with a government bond buyback announcement, renewed discussion of a debasement trade, and political attention to…

CryptoOptionsFuturesVolatility
Deribit Insights

This weekly recap surveys derivatives indicators for Bitcoin and Ether during a period of sideways spot trading. It reports that futures yields declined to their lowest levels of 2025 and that Bitcoin funding remained well below its mid-January highs. Ether…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This podcast description outlines a discussion of how Federal Reserve policy expectations, oil prices, inflation expectations, and real yields may affect Bitcoin and other risk assets. It also considers equity market rotation and whether weakening interest…

CryptoOptionsVolatility
Deribit Insights

The commentary examines Bitcoin’s narrow trading range after a sharp decline and the resulting change in volatility. It compares recent realized volatility with earlier periods of greater price movement, noting that realized volatility has eased while…

CryptoOptionsVolatilitySpot markets
Deribit Insights

This essay applies aggregation theory to decentralized finance, distinguishing protocols that provide infrastructure from interfaces that connect users to multiple services. It argues that a user-focused platform could simplify onboarding and capture…

DeFiCryptoMarket microstructureExecution
Deribit Insights

This commentary compares the volatility smiles of BTC and ETH options, focusing on the relative implied volatility of out-of-the-money puts and calls. It uses the SABR rho parameter and the 25-delta risk reversal as measures of skew. Both markets showed…

CryptoOptionsVolatilitySentiment
Deribit Insights

This commentary examines a divergence in crypto derivatives: ETH perpetual swap funding was strongly positive over the reported week, while BTC funding stayed near zero. Funding is a recurring payment between long and short positions intended to keep a…

CryptoPerpetual futuresFuturesMarket microstructure
Deribit Insights

This explainer distinguishes futures by how they settle at expiry. Cash-settled contracts credit or debit profit and loss against a reference price, while asset-settled contracts require delivery of the underlying asset and payment of the contract value. The…

FuturesCryptoArbitrageDerivatives pricing
Deribit Insights

This case study recounts the 2018 Oyster Pearl token exploit and uses it to examine the limits of trust minimization in crypto projects. A privileged director function remained able to reopen the crowdsale after launch, mint new tokens, and withdraw funds.…

CryptoDeFiRisk managementOn-chain data
Deribit Insights

This market update reviews a sharp crypto sell-off and rebound, then examines what the price action implied for volatility and options positioning. It reports realized volatility reaching 50% for BTC and 68% for ETH during the turbulent session, with implied…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary explains how scheduled digital option vault auctions can shape implied volatility in crypto options. When market makers know auction timing and size in advance, they may sell options beforehand, then seek to buy options from the vault at a…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market commentary interprets Bitcoin options activity around a sharp price bounce. It describes call buying and call-spread purchases across several expiries, alongside put selling, as directional upside demand. The flows are characterized as positive…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The document links a short-term bullish view on Bitcoin to a defined-risk call spread. The proposed position buys a call at a lower strike and sells a call at a higher strike with the same expiration. Its example uses July options: the trade costs a net…

CryptoOptionsBreakoutTechnical indicators
Deribit Insights

This weekly analytics recap summarizes bitcoin and ether futures yields, perpetual swap funding, option volatility, risk reversals, and volatility surfaces. Futures yields were positive across maturities, with shorter bitcoin tenors showing higher annualized…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This monthly market report reviews the late-2020 bitcoin and ether rally alongside exchange activity, options turnover, open interest, put-call ratios, and implied volatility. It reports substantial growth in trading and options open interest, with December…

CryptoOptionsVolatilitySentiment
Deribit Insights

This commentary compares bitcoin and ether option markets using at-the-money implied volatility and the term structure of volatility skew. In the cited snapshot, ether’s at-the-money implied volatility was above bitcoin’s, while both markets showed a…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The commentary tracks bitcoin options around a consumer price index release and a sharp spot rally. It describes a pre-release decline in implied volatility, including heavy near-the-money call offers, followed by a steep drop in short-dated volatility after…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This trade note proposes a call ratio spread for a bullish view on MATIC, using June 7, 2024 options. The example buys one out-of-the-money call at a lower strike and sells two calls at a higher strike with the same expiry. The article states a net debit of…

CryptoOptionsDerivatives pricingRisk management