Skip to content

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
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

5,922 documents

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
Hummingbot docs

This FAQ describes Hummingbot as open-source client software that runs locally and connects to centralized exchanges, protocols, and decentralized exchanges. It outlines common automated trading applications, especially market making and arbitrage, and…

CryptoMarket makingArbitrageExecution
FMZ guides

This FMZ guide explains how to connect strategies to Ethereum and TRON through configured blockchain RPC nodes and use the platform’s exchange interface for RPC requests and smart contract interaction. It covers ABI registration for nonstandard contract…

CryptoDeFiExecutionMarket microstructure
Cryptohopper blog

The article explains how tokenization represents claims or economic rights linked to tangible and intangible assets as blockchain-based tokens. It describes fractional ownership and the use of smart contracts to automate functions such as settlement and…

CryptoMulti-assetFixed incomeCommodities
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
Hummingbot docs

Hummingbot 2.13.0 release notes describe exchange integrations and changes to strategy infrastructure. New connectors add spot and perpetual trading on Backpack, and perpetual futures access on Pacifica and Aevo. The XRPL connector replaces WebSocket user…

CryptoPerpetual futuresSpot marketsMarket making
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 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
Kraken Learn

The document explains how decentralized prediction markets let traders buy and sell shares tied to event outcomes. A share price reflects market participants’ estimates of an outcome’s likelihood and can change as information arrives. The election example…

DeFiCryptoSentimentRisk management
Amberdata research

This overview compares lending and borrowing features of Aave, Compound, and MakerDAO. It explains that Aave supports multiple assets and loan types, including flash loans that must be repaid within one blockchain transaction. Compound represents supplied…

DeFiCryptoOn-chain dataRisk management
Amberdata research

A flash loan lets a user borrow cryptocurrency without collateral, provided the loan is repaid within the same blockchain transaction. The document explains how an attacker can use borrowed funds to exploit smart-contract flaws, including manipulating prices…

CryptoDeFiOn-chain dataRisk management
Kraken Learn

This explainer distinguishes a base interest rate from annual percentage yield (APY). A simple interest rate describes earnings or borrowing costs without including reinvestment, while APY reflects compounding over the year. The article illustrates the…

CryptoDeFiStatisticsRisk management
Amberdata research

The interview describes Itos Finance’s plans for on-chain structured products, drawing on co-founder Terence An’s experience in high-frequency trading and market infrastructure. Its central risk-management idea is to offer options that can hedge liquidity…

DeFiOptionsVolatilityRisk management
Amberdata research

This article outlines how to monitor wallet activity across blockchains, with emphasis on the risks introduced by bridges. It distinguishes liquidity-pool bridge threats, such as liquidity manipulation and sandwich attacks, from validator-set risks such as…

CryptoDeFiOn-chain dataMarket microstructure
Kraken Learn

This guide compares staking, where crypto is committed to help secure a blockchain in return for rewards, with yield farming, where assets are deployed through decentralized finance protocols or liquidity pools. It contrasts the approaches across potential…

CryptoDeFiRisk managementCarry
Amberdata research

The article explains wrapped tokens as blockchain-specific representations backed by an underlying asset, used to move exposure across networks that cannot directly communicate. It describes a mint-and-redeem arrangement: an equivalent quantity of the…

CryptoDeFiSpot marketsMarket microstructure
Kraken Learn

The document explains how an ETH holder can borrow against Ethereum without selling it, retaining price exposure while the asset is pledged as collateral. It outlines loan-to-value and loan-to-margin concepts, using a hypothetical collateral and loan…

CryptoRisk managementDeFiSpot markets
Amberdata research

This article summarizes a panel discussion about institutions entering decentralized finance. Its main themes are that traditional finance participants are exploring DeFi, some protocols offer permissioned pools with identity and compliance controls, and…

DeFiCryptoDerivatives pricingRisk management
Amberdata research

This interview summary discusses fraud prevention and security in crypto payments, drawing on Sardine’s work in fraud detection, financial compliance, and crypto on-ramps. It describes how the FTX collapse contributed to interest in self-custody wallets and…

CryptoDeFiRisk managementSentiment
Amberdata research

The article explains why venture investors and institutions may continue funding digital asset businesses during a crypto downturn. It cites several fund launches and company financing rounds as examples of ongoing investment, while acknowledging that…

CryptoOn-chain dataDeFiRisk management