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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

766 documents

Amberdata research

This market snapshot discusses conditions around Bitcoin’s fourth block reward halving and Hong Kong’s approval of Bitcoin and Ether exchange traded funds. It connects Bitcoin’s new Runes token activity with higher transaction counts and fees, and contrasts…

CryptoOn-chain dataSpot marketsDeFi
Amberdata research

This interview-based article discusses how to research open-source crypto protocols, using Ethereum as a central example. Its proposed framework is to identify a protocol’s purpose, examine how development and decisions are organized, map influential…

CryptoDeFiOn-chain dataRisk management
Amberdata research

This podcast article introduces Hashflow’s approach to decentralized trading across blockchains. It describes a request-for-quote model in which traders request prices from market makers, alongside an intent-based routing system intended to find liquidity…

CryptoDeFiMarket makingExecution
Amberdata research

This episode recap discusses crypto market structure, macroeconomic themes, and options positioning across Bitcoin, Ethereum, and Solana. It describes subdued sentiment alongside recovering prices, contrasts crypto with equities and gold, and presents the…

CryptoOptionsVolatilitySentiment
Amberdata research

The document introduces crypto calls and puts, explaining the buyer’s rights and the seller’s obligations. It describes moneyness by comparing the strike with the underlying price, and outlines intrinsic value and time value. It also introduces delta, gamma,…

CryptoOptionsDerivatives pricingVolatility
Amberdata research

This weekly recap describes conditions in BTC and ETH options around a major BTC expiry. It reports that BTC realized volatility had declined, with seven-day realized volatility returning to the 30s. The term structures changed little: front-end volatility…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This report reviews Ethereum market and ecosystem developments across early 2025, linking price weakness and volatility to macroeconomic pressure, a major exchange hack, institutional ETF positioning, staking yields, and network upgrades. It describes…

CryptoOn-chain dataSentimentVolatility
Amberdata research

This market review examines crypto options and volatility during the sharp January 2023 rally. It connects the post-inflation-data rise in Bitcoin and Ether with higher realized and implied volatility, a backwardated Bitcoin volatility term structure, and…

CryptoOptionsVolatilityMarket microstructure
Amberdata research

This weekly digital asset report combines price and volume changes with derivatives positioning, orderbook liquidity, institutional flows, stablecoin supply, and DeFi activity. It interprets the reported pullback as consolidation after a rally: open interest…

CryptoPerpetual futuresMarket microstructureSentiment
Amberdata research

The document surveys ways to interpret crypto market sentiment using Bitcoin and Ethereum metrics, visual dashboards, and spot ETF flow data. It explains how Net Unrealized Profit/Loss compares market capitalization with realized capitalization, while…

CryptoSentimentOn-chain dataSpot markets
Amberdata research

The announcement describes Amberdata becoming an authorized redistributor of Coinbase Exchange market data. It says the Coinbase-derived historical datasets include tick-level trades, order books, hourly and daily OHLCV, and daily prices. The data is…

CryptoMarket microstructureExecution
Amberdata research

The article reviews Bitcoin ETF flows during the first half of 2024, interpreting fund inflows and outflows as signals of investor interest and changing market sentiment. It reports strong first-quarter inflows to new spot funds, led by BlackRock’s IBIT and…

CryptoSpot marketsSentimentStatistics
Amberdata research

This article explains how to read implied-volatility skew in cryptocurrency options using the 25-delta risk reversal and butterfly. Risk reversal compares call and put implied volatility at matching deltas to show which side of the market is more bid; the…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The article explains how spot crypto ETFs provide exposure through regulated brokerage products and, in the case of Bitcoin funds, hold the underlying asset. It argues that ETF purchases can shift coins out of open-market circulation, while familiar account…

CryptoSpot marketsMarket microstructurePortfolio construction
Amberdata research

This article outlines four risk controls for institutions investing in digital assets. Counterparty review includes examining exchanges or decentralized finance protocols, their past behavior in volatile periods, trading volumes, and order-book depth.…

CryptoRisk managementPosition sizingMarket microstructure
Amberdata research

The document outlines how institutions can use on-chain data to assess a blockchain’s operational performance, economic resilience, and security. It groups useful observations into address activity, block capacity and production, token behavior and supply,…

CryptoOn-chain dataDeFiRisk management
Amberdata research

The document explains options trading volume as activity over a period and open interest as the number of outstanding contracts. It suggests reading the two together to gauge participation, liquidity, and possible trend strength or fading activity. Examples…

CryptoOptionsDerivatives pricingMarket microstructure
Amberdata research

The dashboard reviews Bitcoin’s 2025 market through six regimes, tracking price, futures basis, open interest, and spot ETF flows. It argues that an annual return alone obscures large differences between phases, and describes a carry trade that pairs ETF…

CryptoFuturesCarryRisk management
Amberdata research

The report interprets a 57-day crypto market selloff as a derivatives deleveraging event rather than clear evidence that bullish sentiment had ended. It describes how falling prices can trigger maintenance-margin liquidations, whose market orders push prices…

CryptoPerpetual futuresMarket microstructureRisk management
Amberdata research

This market commentary reviews Bitcoin and Ethereum options after a rally and a major political event. It reports that realized volatility rose ahead of the event, while front-end implied volatility later fell as the event passed without major crypto policy…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly review links the July 2023 macro backdrop to crypto options pricing and reported trading flows. It describes low realized volatility, steepening futures contango, and a sizable variance risk premium, arguing that low implied volatility alone did…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The article describes how crypto derivatives data can help traders assess uncertainty around elections. It focuses on implied volatility as a measure of expected price swings and open interest as an indication of outstanding positions and participation. It…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The announcement describes a data service that records real-time and historical blockchain events at wallet, asset, and protocol levels. It presents this granularity as useful for institutional trading research, risk management, compliance, accounting, and…

CryptoDeFiOn-chain dataBacktesting
Amberdata research

The article argues that liquidity alone offers an incomplete view of volatile crypto markets. Traders and institutions also need context on how activity connects across blockchains, DeFi protocols, centralized exchanges, and stablecoin flows. Stablecoin…

CryptoOn-chain dataDeFiMarket microstructure