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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

766 documents

Amberdata research

This market commentary examines crypto options positioning in December 2023 as traders anticipated a US spot Bitcoin ETF decision. It discusses a sharp Bitcoin pullback and a rise in realized volatility, alongside a decline in short-dated implied volatility…

CryptoOptionsVolatilityEvent-driven
Amberdata research

This podcast recap discusses Rated’s work on Ethereum proof-of-stake infrastructure data. Validator assessment uses real-time and historical measures such as uptime, efficiency, and protocol adherence to give operators context for improving performance. The…

CryptoDeFiOn-chain dataStatistics
Amberdata research

This weekly digital-asset snapshot combines price action with derivatives positioning, institutional flows, order-book liquidity, spreads, and DeFi indicators. It describes Bitcoin testing support near $86,000 amid a broader risk-off move, while ETF…

CryptoPerpetual futuresMarket microstructureVolatility
Amberdata research

This market commentary links changing Federal Reserve rate-cut expectations with risk-asset performance, then examines relative strength and options conditions in Bitcoin and Ether. It discusses how realized volatility and the ETH/BTC ratio may reflect…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market commentary interprets crypto option-implied distributions and volatility around the 2024 US election. It uses calibrated BTC options distributions to compare the market-implied chance of prices above $72,000 at the November 8 and December 27…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This article recounts the 2025 Bybit theft and describes how the attackers reportedly compromised the Safe wallet interface, deceived signers, and changed the wallet implementation before moving the assets. It outlines subsequent laundering through…

CryptoOn-chain dataRisk managementMarket microstructure
Amberdata research

This mid-week recap summarizes derivatives conditions in Bitcoin and Ether as of April 21, 2023. It reports stable Bitcoin 10-day realized volatility in the low 30s while attention shifted toward Ether, and describes term structures for both assets as moving…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This guide explains how to run a Python trading strategy backtest with LumiBot, choose a historical data provider, configure dates and sources, and review generated output. It describes ThetaData, Yahoo Finance, Polygon, custom Pandas data, and Polymarket…

BacktestingEquitiesOptionsCrypto
Amberdata research

This webinar recap reviews digital-asset market indicators around Q2 2024, covering Bitcoin exchange-traded fund flows, spot trading, DeFi lending, blockchain transfers, and tokenized real-world assets. It reports that Bitcoin ETF flows cooled in Q2, with…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

The document explains how lending market metrics can help track activity across protocols and networks. It discusses total value locked (TVL), deposits and withdrawals, borrowing and repayments, liquidations, stablecoin use, and user activity. These measures…

DeFiOn-chain dataRisk managementMarket microstructure
Amberdata research

The document reviews crypto market conditions ahead of the Bitcoin halving and discusses how macroeconomic pressure may affect sentiment and options pricing. It points to higher Treasury yields and a stronger dollar as headwinds while noting that implied…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The webinar summary addresses how to estimate option values in newer crypto markets where liquid options data may be sparse or absent. It describes Amberdata’s approach as using liquid equity options as a reference for generating implied volatility surfaces,…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This conference recap describes themes reported at Consensus Hong Kong 2025, including greater institutional participation in digital assets, regulatory developments, and interest in combining blockchain with artificial intelligence. It says Hong Kong's…

CryptoDerivatives pricingMarket microstructureChina markets
Amberdata research

This podcast recap discusses Bitcoin’s volatility and derivatives market conditions around a sharp price decline and subsequent stabilization. It introduces implied volatility and volatility compression, and describes a reported contrast between elevated…

CryptoVolatilityOptionsDerivatives pricing
Amberdata research

This report section examines Ethereum’s 2024 market structure using ownership concentration, holder and supply buckets, liquid balances, and valuation measures such as MVRV and NUPL. It compares Ethereum’s concentration patterns with Bitcoin’s and discusses…

CryptoOn-chain dataStatisticsSentiment
Amberdata research

This market commentary interprets crypto options conditions ahead of the U.S. election, focusing on Bitcoin and Ethereum realized volatility, implied volatility, skew, term structure, and relative performance. It describes realized volatility as stable while…

CryptoOptionsVolatilityFutures
Amberdata research

This market commentary reviews Bitcoin and Ethereum options conditions, covering realized and implied volatility, carry, skew term structures, and relative value. It reports that realized volatility rose, implied volatility did not keep pace in Bitcoin as…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The document outlines nontraditional ways to study NFT projects, using CryptoPunks as its example. It proposes tracking unique holder wallets to gauge ownership distribution and concentration, and first-time buyers to assess whether new participants are…

CryptoOn-chain dataStatisticsSentiment
Amberdata research

The article outlines how Amberdata datasets can be accessed through Snowflake, Google Analytics Hub, and Databricks. It frames these integrations as a way for institutional researchers and traders to work with historical and fresh digital-asset data using…

CryptoOn-chain dataDeFiMarket microstructure
Amberdata research

This market report surveys Bitcoin’s first quarter of 2025, linking sharp price movements to macroeconomic developments, regulatory news, security events, and institutional activity. It discusses a peak near $109,000, subsequent pullbacks, a major exchange…

CryptoOn-chain dataSentimentVolatility
Amberdata research

This market commentary connects Federal Reserve easing, Bitcoin price prospects, spot ETF adoption, and options volatility. It contrasts a possible short-term volatility surge with a longer-term decline as institutional ownership grows. For a bullish…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The article argues that a US November CPI release may be unreliable because a government shutdown disrupted price collection: October data was not gathered, November collection began late, and some figures relied on carried-forward data. It contrasts the…

CryptoVolatilityMarket microstructurePerpetual futures
Amberdata research

This market commentary links a decline in US yields and expectations of a possible soft landing with gains in Bitcoin, Ether, and gold. It reviews the coming employment and central bank events, then interprets crypto options activity: traders appeared…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market snapshot links a sharp crypto price swing with changes in centralized exchange activity, DeFi lending flows, and miner behavior. It reports that spot trading volumes recovered after a brief decline, with Binance gaining share and Bybit trading…

CryptoSpot marketsVolatilityOn-chain data