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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

This article explains why collecting the bid-ask spread does not guarantee that liquidity providers will profit. Takers can wait for favorable conditions, while makers continuously expose quotes; informed takers may therefore trade just before prices move…

Market makingMarket microstructureHigh-frequency tradingDeFi
Deribit Insights

This commentary interprets a sharp Bitcoin rebound through changes in listed options activity. Traders sold protective puts around $75,000–$78,000 and bought calls with strikes from $85,000 to $100,000 as spot rose from $75,000 to $85,000. The author also…

CryptoOptionsVolatilitySentiment
Deribit Insights

This article explains Ethereum Beacon Chain finality and describes two incidents in which blocks remained unfinalized for several epochs. Finality requires votes from a supermajority of validators, yet transaction submission and processing continued during…

CryptoDeFiMarket microstructure
Deribit Insights

This market commentary examines Bitcoin and Ethereum options amid low realized volatility and changing sentiment. It discusses the volatility term structure, the relative pricing of ETH and BTC volatility, option skew, trade flows, and dealer gamma. The…

CryptoOptionsVolatilitySentiment
Deribit Insights

This course section introduces cryptocurrency put options and compares them with traditional put options. Its listed topics include profit and loss calculations, breakeven points, buying versus selling puts, maximum profit and loss, and examples of live…

CryptoOptionsDerivatives pricing
Deribit Insights

This analysis estimates how EIP-1559 could change miner revenue by separating block subsidies, transaction fees, and miner-extractable value. Under the described fee mechanism, base fees are burned, while miners continue to receive subsidies and MEV;…

CryptoDeFiOn-chain dataStatistics
Deribit Insights

This market commentary interprets a sequence of reported Bitcoin options trades around December expirations. It describes selling in several upside calls, followed by purchases of straddles, calls, and puts, and frames these flows as a change in positioning…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This guide describes several ways to interpret crypto options market data. The volatility smile compares implied volatility across strikes or deltas, while the term structure compares at-the-money implied volatility across expirations. Differences in these…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This overview compares two early decentralized options platforms, focusing on how contracts are created, collateralized, traded, and priced. Opyn issues transferable, fully collateralized American options in specified series. Its tokens can trade on…

CryptoOptionsDeFiDerivatives pricing
Deribit Insights

This podcast overview frames a crypto market rebound against easing US–China trade tensions, changing fiscal expectations, and rising global bond yields. It highlights Bitcoin reaching record territory and Ethereum’s sharp rally alongside increased…

CryptoOptionsVolatility
Deribit Insights

This market note interprets a period of subdued crypto options activity around the US jobs report and a Gemini–DCG deadline. The author describes a modest bias toward call buying after a rebound in altcoins, but says front-end implied volatility moved little…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This article examines how depositing assets into DeFi protocols can create receipt tokens that represent claims on underlying funds or pool positions. Its example traces stablecoins through lending markets, a Curve liquidity pool, and a yield vault, where…

DeFiCryptoRisk managementOn-chain data
Deribit Insights

The document describes Deribit’s planned expansion of USDC-settled perpetual futures across crypto tokens, listed equities and ETFs, commodities, the COIN50 index, and private-company valuation references. It presents the contracts as instruments for…

CryptoEquitiesCommoditiesPerpetual futures
Deribit Insights

This tutorial explains how linked conditional orders can coordinate an entry with profit-taking and stop-loss exits. A one-triggers-other setup holds secondary orders until a primary entry fills. A one-cancels-other link cancels one exit when its counterpart…

CryptoFuturesExecutionRisk management
Deribit Insights

This trade idea pairs a bullish technical view with a defined options structure. The author points to six consecutive days of net inflows into spot Bitcoin ETFs, including $64.8 million on Thursday, and an hourly chart described as an ascending triangle with…

CryptoOptionsBreakoutTechnical indicators
Deribit Insights

This weekly review examines Bitcoin and Ether derivatives after a surge in realised volatility associated with SEC lawsuits against Coinbase and Binance. It compares futures-implied yields and perpetual swap funding with options measures, including…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly market review interprets futures yields, perpetual swap funding, and options volatility and skew for Bitcoin and Ether. It links short-tenor futures yields and a sharp rise in BTC funding to increased demand for leveraged long exposure as BTC…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary contrasts two kinds of Bitcoin options activity in July 2021. It interprets purchases of distant, deeply out-of-the-money puts as possible medium-term crash protection, while noting alternative explanations such as structured-product…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly market commentary interprets Bitcoin options activity during sharp spot swings in early 2021. It follows large January call positions, later short covering, put purchases, and longer-dated call trades, relating those flows to implied volatility,…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The document defines implied volatility rank (IVR) and implied volatility percentile (IVP) as measures of current implied volatility relative to an asset’s history, commonly a one-year window. IVR locates current IV within the historical high-to-low range;…

OptionsVolatilityStatisticsMean reversion
Deribit Insights

The document explains basic call and put payoffs, then applies them to two strategies for TRX holders. Buying puts alongside spot can set a lower effective floor while retaining gains if TRX rises. Selling calls against spot collects premium and lowers the…

CryptoOptionsSpot marketsRisk management
Deribit Insights

The document examines how the March 2023 USDC depeg affected the relative pricing of Bitcoin options settled in different currencies. Although options on the compared exchanges referenced the same underlying, strike, and tenor, one settled in BTC and the…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly commentary interprets Bitcoin options positioning during a sharp price decline in June 2021. It describes short-covering and profit-taking around a major expiry, alongside fund demand for calls at strikes above spot across July, August, and…

CryptoOptionsMomentumSentiment
Deribit Insights

The document describes planned changes to portfolio margin treatment and collateral haircuts. In cross portfolio margin accounts, stETH is placed in ETH’s risk bucket and may offset ETH derivative exposure, with a reduced haircut to account for possible…

CryptoRisk managementPosition sizingPerpetual futures