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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

5,922 documents

Amberdata research

This analysis compares Uniswap and SushiSwap using multiple decentralized exchange metrics, arguing that total value locked alone gives an incomplete view of protocol use. It examines liquidity in asset units alongside dollar-denominated TVL, deployed…

CryptoDeFiMarket microstructureArbitrage
Amberdata research

This podcast recap follows dYdX founder Antonio Juliano’s account of the exchange’s development, from early decentralized margin trading to perpetual contracts. It describes the protocol’s move from an Ethereum layer-one design toward layer-two scaling using…

CryptoPerpetual futuresDeFiDerivatives pricing
Amberdata research

The article surveys how crypto firms and traditional financial institutions responded to the 2022–23 market downturn. It describes venture investment and expansion, wallet and custody partnerships, financial AI development, crypto exchange launches, and…

CryptoDeFiSpot marketsEvent-driven
Amberdata research

This primer explains how blockchain tokens can represent claims on physical or financial assets, from commodities and property to treasuries and intellectual property. It outlines the infrastructure involved, including smart contracts, legal and compliance…

DeFiOn-chain dataCommoditiesFixed income
Hummingbot docs

Hummingbot Gateway is described as a TypeScript API service that gives trading software a common way to interact with blockchains and decentralized exchanges. Its REST endpoints cover tasks such as wallet management, balance checks, and trading, allowing the…

CryptoDeFiExecutionMarket microstructure
Cryptohopper blog

This article outlines ways to manage cryptocurrency holdings during falling markets. It discusses buying assets after declines for a longer-term recovery thesis, favoring established coins over highly volatile tokens, short selling, diversifying across…

CryptoPortfolio constructionRisk managementSentiment
Amberdata research

The article describes wallet-level blockchain data, including transaction histories, current and historical balances, token transfers, and smart-contract logs and functions. It explains how tracing address activity and connections can help institutions…

CryptoOn-chain dataDeFiRisk management
Amberdata research

This digital-asset snapshot discusses Bitcoin’s rally above $70,000 and frames ETF demand, the approaching supply halving, and possible approval of an Ethereum ETF as supportive factors. It also explains that Ethereum’s Dencun upgrade introduced blob storage…

CryptoSpot marketsDeFiSentiment
Amberdata research

The guide explains decentralized exchanges as peer-to-peer venues where smart contracts execute token trades, often through automated market makers rather than conventional order books. It describes liquidity pools as reserves of token pairs supplied by…

CryptoDeFiOn-chain dataMarket microstructure
Hummingbot docs

Hummingbot version 2.4 adds Gateway connectors for the Solana decentralized exchanges Meteora and Raydium, with standardized interfaces for automated market makers, concentrated liquidity market makers, and swaps. Gateway can also run as a standalone…

CryptoSpot marketsPerpetual futuresDeFi
Amberdata research

This analysis studies whether lending activity in USDC, USDT, and DAI can help anticipate Ethereum volatility. It examines lagged repayments, withdrawals, and borrowing, then defines shock days as days when repayment counts exceed each stablecoin’s…

CryptoDeFiVolatilityStatistics
Amberdata research

The document explains the GENIUS Act as a U.S. framework for payment stablecoin issuers. It describes licensing, reserve backing with eligible liquid assets, reserve disclosures, custody safeguards, audits, and anti-money-laundering and sanctions…

CryptoDeFiUS markets
Amberdata research

This market snapshot reviews crypto developments and recent indicators across centralized spot exchanges, decentralized exchanges, lending protocols, and blockchain networks. It notes reports that FTX creditors may be repaid in full after asset values…

CryptoSpot marketsDeFiOn-chain data
Kraken Learn

The document compares fiat-backed, commodity-backed, and algorithmic stablecoins. Fiat and commodity models rely on reserves intended to support redemption or represent a unit of an asset, while algorithmic designs adjust token supply in an attempt to hold a…

CryptoDeFiRisk managementArbitrage
NautilusTrader

This reference explains how an engine represents cash, margin, betting, and wallet accounts across backtests and live trading. It defines total, locked, and free balances and requires them to reconcile at currency precision. It also describes how pending…

Risk managementPosition sizingPortfolio constructionDerivatives pricing
Amberdata research

The document explains Ethereum gas as a measure of the computation required to process a transaction, with fees paid in ETH and gas prices commonly quoted in Gwei. It describes the basic fee estimate as gas consumed multiplied by the price per unit, and…

CryptoDeFiExecutionMarket microstructure
Amberdata research

This product update explains how USD- and EUR-denominated stablecoin data can support adoption analysis, risk monitoring, and arbitrage research. It highlights price series in both USD and EUR for euro stablecoins, which can help analysts examine deviations…

CryptoOn-chain dataArbitrageDeFi
Hummingbot docs

This announcement introduces HBOT as a governance token for the Hummingbot open-source trading-bot project. It describes a community governance model in which holders vote on code changes, improvement requests, and proposals about Foundation governance or…

CryptoMarket makingHigh-frequency tradingDeFi
Kraken Learn

A crypto whitelist is a set of approved people or wallet addresses allowed to participate in a token sale, NFT mint, or, in some exchange settings, withdrawals to preapproved destinations. Projects may gather wallet details through a simple registration…

CryptoDeFiOn-chain dataRisk management
Amberdata research

The article explains how blockchain tokens can represent claims on assets such as property, art, intellectual property, commodities, securities, and infrastructure. Fractional ownership and secondary trading may broaden investor access and improve liquidity,…

CryptoDeFiCommoditiesFixed income
FMZ live strategies

The document reports a one-day replay of a WETH/USDC concentrated-liquidity position with a 0.05% pool fee. It describes a simulated position bounded by a price range and tracks its token composition, collected and uncollected fees, range activity,…

CryptoDeFiBacktestingRisk management
Kraken Learn

The document introduces Cartesi as a Layer 2 project intended to help decentralized applications scale across blockchains. It describes a hybrid architecture: computations run off-chain in a Linux-based virtual machine, while cryptographic hashes of…

CryptoDeFiOn-chain data
Hyperliquid docs

This technical note explains when assets and actions move between HyperCore and HyperEVM. Transfers from HyperCore to HyperEVM wait in the Layer 1 queue until the next HyperEVM block. Transfers in the reverse direction are processed in the same Layer 1 block…

CryptoExecutionMarket microstructureDeFi