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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

766 documents

Amberdata research

This article explains how concentrated liquidity in Uniswap v3 can increase fee efficiency while exposing liquidity providers to price divergence, inactive capital, and impermanent loss. It compares historical behavior in stablecoin, major-asset, and…

CryptoDeFiMarket makingRisk management
Amberdata research

This podcast listing introduces Rysk Finance as a decentralized options vault protocol that extends beyond simple options strategies by offering delta-hedged volatility exposure. It also frames a discussion with the protocol’s founders about Rysk’s approach…

OptionsVolatilityDerivatives pricingDeFi
Amberdata research

This market commentary discusses Bitcoin’s approach to prior highs and argues that near-term direction is uncertain. It favors holding existing long-delta exposure for longer horizons while considering delta-neutral structures for short-term positioning. The…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap reviews a historical snapshot of Bitcoin and Ether options. It discusses realized and implied volatility, term structure, skew, option flows, and dealer gamma positioning. The commentary links changes in short-dated volatility and skew to a…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This March 2024 market note links macro conditions, crypto derivatives pricing, and possible bull-market paths for BTC and ETH. It reports that hotter inflation data pushed rates higher, while BTC and ETH prices had weakened over the week. The author…

CryptoOptionsFuturesVolatility
Amberdata research

This market snapshot reviews crypto developments around May 2024, combining regulatory news with observations on spot trading, decentralized exchanges, lending protocols, and blockchain fees. It describes US legislative and regulatory actions affecting…

CryptoDeFiSpot marketsMarket microstructure
Amberdata research

This educational article develops a hypothetical Bitcoin strategy in Backtrader using market prices, volume, and a stock-to-flow valuation series. It enters when the MACD signal crosses above zero while a short-to-long simple moving-average comparison still…

CryptoMomentumBacktesting
Amberdata research

This market snapshot assesses a period of crypto consolidation by combining price and volume trends with derivatives positioning, institutional flows, order book liquidity, and DeFi lending conditions. It reports a modest Bitcoin recovery alongside weaker…

CryptoPerpetual futuresVolatilityMarket microstructure
Amberdata research

The interview overview describes Goldfinch, an Ethereum lending protocol that connects investors using USDC with lending businesses that serve borrowers in local markets. Its approach relies on investor vetting and direct legal agreements, with some lending…

CryptoDeFiOn-chain dataRisk management
Amberdata research

This market recap explains how an approaching Bitcoin ETF decision shaped BTC and ETH volatility, term structure, skew, options flows, and dealer gamma. It describes front-end implied volatility rising ahead of the event, backwardation in both markets, and…

CryptoOptionsVolatilityEvent-driven
Amberdata research

This digital-asset snapshot describes a risk-off period marked by falling BTC and ETH prices, accelerating ETF outflows, weaker spot volumes, and signs of strained order-book liquidity. It reports elevated positive funding across BTC, ETH, and SOL while spot…

CryptoPerpetual futuresMarket microstructureCarry
Amberdata research

This market snapshot combines Bitcoin price commentary with news about a proposed Solana spot ETF and MicroStrategy’s convertible debt offering to expand its Bitcoin holdings. Its analysis discusses Bitcoin’s approach to the $100,000 level, futures open…

CryptoFuturesOptionsTechnical indicators
Amberdata research

This market snapshot surveys crypto-related regulatory and security developments alongside spot exchange activity, decentralized trading, lending, and network data. It describes changes in exchange market share and volumes, reports that…

CryptoSpot marketsFuturesDeFi
Amberdata research

This interview recap follows Simran Singh from oil trading into crypto and DeFi market infrastructure. The 2020 WTI price collapse illustrates how negative prices, scarce storage, vanishing liquidity, and widening spreads can break familiar pricing…

CryptoCommoditiesOptionsVolatility
Amberdata research

The newsletter connects US economic releases and Federal Reserve commentary with crypto market conditions in June 2024. It discusses inflation, labor data, political uncertainty, the Ethereum spot ETF decision, and the veto of a rule affecting bank crypto…

CryptoOptionsVolatilityFutures
Amberdata research

This market recap reviews Bitcoin and Ethereum derivatives conditions, including realized and implied volatility, skew term structure, carry, and relative value. It reports that realized volatility had eased, front-end implied volatility softened before…

CryptoOptionsVolatilityCarry
Amberdata research

This article outlines data liquidity providers can use when choosing and monitoring decentralized finance pools. It covers asset and liquidity-provider token prices, pool composition and liquidity events, trading volume and transaction size, and analytics…

CryptoDeFiRisk management
Amberdata research

The newsletter uses Bitcoin’s options market as a benchmark for judging whether Ether volatility is expensive. It considers macroeconomic conditions, Bitcoin’s recent trading range, realized volatility, and the probability of reaching a higher year-end…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly market commentary reviews Bitcoin and Ether derivatives through realized and implied volatility, volatility term structure, skew, and relative value. It reports realized volatility in the 40s while implied volatility declined toward it, reducing…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This overview compares how USDC, USDT, and DAI seek to maintain a dollar peg. It describes fiat reserves and issuer redemption for USDC and USDT, and over-collateralized crypto vaults and liquidation rules for DAI. The TerraUSD collapse illustrates the…

CryptoDeFiVolatility
Amberdata research

The document explains how decentralized exchanges set prices through pooled token reserves or order books, and describes the growth of Uniswap and its forks. It presents on-chain trade records and OHLCV bars as ways to analyze DEX activity alongside…

CryptoDeFiOn-chain dataMarket microstructure
Amberdata research

This report installment reviews Bitcoin ownership and activity through on-chain measures, including the Gini coefficient, address and supply distributions, coin liveliness, HODL measures, UTXO age buckets, miner flows, and ETF allocations. It describes a…

CryptoOn-chain dataStatisticsVolatility
Amberdata research

This analysis studies Bitcoin options from April 2019 through December 2022, describing how volatility pricing changed across quiet markets, rallies, sharp selloffs, and the 2022 bear market. It examines the at-the-money implied volatility term structure,…

CryptoOptionsVolatilityDerivatives pricing