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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 podcast introduction profiles a crypto fund manager whose trading developed from early Bitcoin spot trading to technical analysis and then options. After working at a small fund, he launched a boutique operation focused mainly on selling options, using…

CryptoOptionsFuturesVolatility
Amberdata research

This market commentary examines Bitcoin and Ether options during a sharp crypto rally in February 2023. It discusses backwardation in Bitcoin’s term structure, short-dated risk-reversal skew, implied versus realized volatility, option volumes, and dealer…

CryptoOptionsVolatilityMarket microstructure
Amberdata research

The document introduces a chart that plots spot price against implied volatility (DVol) for Deribit options. Its purpose is to help traders inspect the relationship between the two variables and see how implied volatility corresponds to different spot levels…

OptionsVolatilityCrypto
Amberdata research

This article presents a multi-year backtest of a market-neutral crypto pairs strategy using ETC and FIL quoted in USDT. The broader method selects a pair based on cointegration and mean-reversion evidence, estimates a hedge ratio, tracks the spread with…

CryptoPairs tradingMean reversionStatistics
Amberdata research

This weekly recap examines BTC and ETH volatility, term structure, skew, options flows, and dealer gamma after a false ETF approval headline triggered a rapid price spike and reversal. It describes how realized volatility rose, implied volatility followed…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly digital-asset report examines a market decline through prices, volatility, trading activity, ETF and stablecoin flows, open interest, perpetual funding, orderbook depth, spreads, and long-short positioning. It describes falling prices and open…

CryptoPerpetual futuresMarket microstructureVolatility
Amberdata research

The document explains how hourly and daily crypto reference rates are constructed and where traders and institutions may use them. The described process selects eligible transactions from multiple exchanges within a lookback window, converts prices to U.S.…

CryptoSpot marketsDerivatives pricingRisk management
Amberdata research

This podcast discussion outlines Eclipse Labs’ plan to run the Solana Virtual Machine as an execution environment on an Ethereum Layer 2. The stated design goal is to combine SVM execution throughput with Ethereum settlement and security, while using a…

CryptoDeFiMarket microstructure
Amberdata research

The article proposes building diversified digital asset portfolios with Bitcoin and Ethereum as core holdings and smaller satellite allocations to other crypto sectors. It groups potential investments into layer-one and layer-two networks, decentralized…

CryptoPortfolio constructionRisk managementOn-chain data
Amberdata research

The article outlines a framework for evaluating liquidity provision on Uniswap V2. It compares four pools—two ETH pairs and two stablecoin pairs—using total value locked, trading volume, trade counts, and volume relative to locked value as a measure of…

CryptoDeFiBacktestingMarket making
Amberdata research

This newsletter connects a forthcoming Federal Reserve decision with crypto markets and options positioning. It reports market expectations for a rate cut, summarizes recent macroeconomic context, and outlines a base case in which an expected decision could…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The newsletter argues that Bitcoin remained in a short volatility and price consolidation regime, while Solana offered more relative volatility interest. It points to Bitcoin’s modest weekly price change, options-implied weekly movement, and limited…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This podcast summary covers derivatives trader Gordon Grant’s discussion of volatility across asset classes and in crypto options. Topics include quoting interest-rate volatility in basis points to compare different tenors, how zero-rate policies can affect…

CryptoOptionsVolatilityMarket making
Amberdata research

This market commentary links macroeconomic releases and central-bank expectations with crypto prices and derivatives positioning. It describes the Ethereum ETF debut as a buy-the-rumor, sell-the-news event: ETH fell after trading began, while the author…

CryptoOptionsFuturesVolatility
Amberdata research

This newsletter discusses a period when Bitcoin, Ether, and Solana rose as broader volatility eased, then focuses on a large block sale of Solana calls with a $200 strike and May 30, 2025 expiration. The author speculates that the seller may hold Solana and…

CryptoOptionsVolatilityMomentum
Amberdata research

The document explains how liquidity provision differs across Uniswap versions and pool types. It contrasts the constant-product approach associated with v2 with v3’s concentrated liquidity, in which providers choose price ranges for their capital. It also…

CryptoDeFiSpot marketsRisk management
Amberdata research

The announcement describes a crypto spot analytics suite covering order books and trades across major exchanges and trading pairs. Its stated tools include order-book pressure and depth for monitoring liquidity and bid-ask balance, liquidity-weighted average…

CryptoSpot marketsMarket microstructureExecution
Amberdata research

This derivatives newsletter connects macroeconomic news and investor sentiment with Bitcoin and ether market conditions. It discusses inflation and retail sales surprises, shifting expectations for Federal Reserve rates, equity volatility, and bullish…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap reviews Bitcoin and Ether derivatives conditions around an upcoming Federal Open Market Committee announcement. It highlights rising realized volatility in Bitcoin as spot prices move sharply, a flattening Bitcoin volatility term structure,…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This article describes a dashboard-based process for screening Ethereum contracts using source code and bytecode audits. It groups findings into errors, warnings, and informational issues, with examples including integer overflow or underflow, exception…

CryptoDeFiRisk managementStatistics
Amberdata research

This market snapshot reviews changes in centralized exchange spot trading, decentralized exchange activity, DeFi lending, and Bitcoin network transactions. It compares recent activity with earlier periods and interprets the measures as possible signs of…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

The document describes a dashboard concept for making blockchain activity easier for nontechnical viewers to interpret. It represents each block as a sunburst chart, stacks blocks by block number to form a tree-like timeline, and aggregates the visible range…

CryptoOn-chain dataMarket microstructure
Amberdata research

The article proposes combining labeled wallet activity, smart contract events, and exchange market data to develop crypto trading signals. It describes tracking addresses with a record of strong trading performance for accumulation or distribution, and…

CryptoOn-chain dataDeFiMarket microstructure
Amberdata research

The article surveys financial institutions’ involvement in crypto during 2021 and frames institutional participation as a driver of broader adoption. It cites moves by Visa, Citi, Goldman Sachs, European and Australian banks, and Cboe. Examples include…

CryptoFuturesSpot marketsMarket microstructure