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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

766 documents

Amberdata research

This weekly crypto options note links a lower-than-expected US inflation reading and falling yields to a near-term bullish view on risk assets, while noting Bitcoin’s separate spot ETF catalyst. It reviews seasonal expectations for subdued holiday…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This guide outlines a crypto pairs mean-reversion strategy built around cointegration rather than correlation alone. It proposes testing logged price series with the Engle–Granger method, estimating a regression hedge ratio, and checking the resulting spread…

CryptoPairs tradingMean reversionStatistics
Amberdata research

The document explains the two main parts of a blockchain block and how they work together. A header holds identifying and validation information, including the prior block’s hash, protocol version, timestamp, mining target, nonce, and Merkle root. The body…

CryptoOn-chain data
Amberdata research

This brief mid-week recap discusses crypto derivatives conditions for Bitcoin and Ether as of December 6, 2022. It reports that realized volatility continued to make new lows, Bitcoin’s term structure was unchanged over the week, and skew continued to…

CryptoOptionsVolatilityMarket microstructure
Amberdata research

This year-end market note reviews Bitcoin and Ether volatility conditions around December 31, 2022. It describes unusually quiet Bitcoin trading, a sharp decline in seven-day realized volatility, and Deribit’s volatility index closing near its annual low.…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This overview distinguishes price-based market data from blockchain activity data and describes metrics that may help frame digital-asset valuation. Market capitalization is token supply multiplied by price, while trading volume is used as a rough gauge of…

CryptoOn-chain dataDeFiStatistics
Amberdata research

This weekly market note reviews crypto options and volatility conditions around US inflation and Federal Reserve announcements in December 2022. It describes short-dated Bitcoin implied volatility rising ahead of CPI, then falling after the releases, while…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast overview describes CVI, a decentralized product designed to provide exposure to implied volatility in Bitcoin and Ethereum options. It outlines an index and a more volatile leveraged variant, real-time leveraged positions, and a planned…

CryptoVolatilityOptionsDerivatives pricing
Amberdata research

The article links Japan’s bear-steepening yield curve and weakening yen to a possible reduction in global credit supply. It argues that Japan’s debt burden may constrain short-term rate increases, while Japanese holdings of foreign debt make the country an…

CryptoFixed incomeOptionsVolatility
Amberdata research

The article analyzes a reported Bithumb accounting error that credited users with Bitcoin balances that existed only on the exchange’s internal ledger. Recipients sold into live bids, producing a steep local price decline while prices on other venues…

CryptoMarket microstructureArbitragePerpetual futures
Amberdata research

This article reviews US legislative proposals that could place much of the digital asset market under the Commodity Futures Trading Commission. It describes bills proposing CFTC oversight of spot digital commodity exchanges, intermediaries, stablecoin…

CryptoSpot marketsDerivatives pricing
Amberdata research

The newsletter interprets market reactions to a Fed rate cut and Powell’s comments, then compares gold and Bitcoin through futures trends, implied volatility, and 180-day 25-delta risk reversals relative to at-the-money volatility. It reports positive gold…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

Ethereum transaction inputs and event logs store values in compact encoded forms. Applications commonly rely on a contract’s ABI to map that data to function names, argument types, and readable values. Maintaining ABI files becomes difficult when an…

CryptoDeFiOn-chain dataExecution
Amberdata research

This overview describes how institutional crypto trading differs from retail activity, emphasizing larger trade sizes, specialized infrastructure, compliance demands, and execution across multiple venues. It surveys approaches including over-the-counter…

CryptoArbitrageExecutionRisk management
Amberdata research

This market snapshot combines derivatives positioning, funding, order books, ETF flows, stablecoin activity, and macroeconomic data to assess crypto market conditions. It interprets BTC and ETH's unusually low 30-day correlation as a reason to question…

CryptoPerpetual futuresMarket microstructureOn-chain data
Amberdata research

This weekly recap describes changes in Bitcoin and Ether options markets after news about Grayscale ETFs. It reports that realized volatility had fallen while prices stayed near the bottom of their recent range, then rose sharply after the news and an…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap reviews BTC and ETH options positioning before US CPI. It reports lower realized volatility as prices stayed in ranges, while implied volatility changed little and carry turned positive. The author sees short gamma as attractive, suggesting…

CryptoOptionsVolatilityCarry
Amberdata research

This podcast recap examines changes in Bitcoin and Ethereum options volatility, focusing on the spread between their implied volatilities. The discussion attributes shifts in that relationship to factors including persistent option supply, an Ethereum ETF…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly snapshot reviews crypto market conditions from March 19 to 26, 2024. It links Bitcoin’s recovery after an inflation-driven dip to persistent ETF demand and pre-halving accumulation, while noting uncertainty about demand after the halving and…

CryptoOn-chain dataDeFiSpot markets
Amberdata research

The document introduces analytics for stablecoin lending and borrowing across Aave, Compound, and MakerDAO on Ethereum, Arbitrum, Optimism, and Avalanche. It describes hourly and daily historical measures, including deposits, borrowing, interest earned,…

DeFiCryptoOn-chain dataRisk management
Amberdata research

This podcast recap contrasts the sharp equity selloff after unexpectedly severe U.S. tariff announcements with Bitcoin’s relative price and implied-volatility stability. It discusses possible explanations, including earlier crypto deleveraging, seller…

CryptoOptionsVolatilityRisk management
Amberdata research

This product update describes several analyses for crypto derivatives and blockchain activity. Its options material includes constant-maturity butterfly values across selected deltas and time windows, at-the-money implied volatility box plots, and dealer…

OptionsVolatilityDerivatives pricingOn-chain data
Amberdata research

This analysis uses estimated institutional Bitcoin ETF cost bases to map how drawdowns could push holdings underwater and potentially amplify selling. It presents scenarios from current prices through a 30% decline, arguing that stress rises nonlinearly…

CryptoRisk managementStatisticsSentiment