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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
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

5,701 documents

OKX Learn

The article describes U.S. Bank’s pilot to issue a stablecoin on the Stellar blockchain, developed with PwC and the Stellar Development Foundation. It presents the pilot as a test of programmable money within a regulated banking environment. Stellar features…

CryptoDeFiFixed incomeExecution
OKX Learn

The article introduces blockchain networks designed for financial institutions, emphasizing privacy, interoperability, scalability, and compliance. It contrasts Canton Network’s selective transaction processing and Daml smart contracts with Google Cloud’s…

CryptoFixed incomeDeFiExecution
OKX Learn

The document explains tokenized bonds as blockchain-based representations of conventional bonds that retain their underlying rights and obligations. It describes potential benefits including automated issuance, settlement, and interest payments; fractional…

Fixed incomeMulti-assetMarket microstructureExecution
OKX Learn

The document presents Ondo Finance as a bridge between traditional finance and decentralized finance through on-chain versions of real-world financial assets, including U.S. Treasuries, exchange-traded funds, and money market instruments. It describes…

CryptoFixed incomeDeFiOn-chain data
OKX Learn

The document outlines policy and infrastructure developments affecting stablecoins and cryptoassets. It describes the GENIUS Act as setting expectations for payment stablecoin reserves and anti-money-laundering and sanctions compliance. It also summarizes…

CryptoDeFiFixed incomeRisk management
OKX Learn

The document explains drivers of stablecoin adoption, including institutional payment integrations, cross-border transfers, corporate treasury use, and access to financial services in emerging markets. It describes multi-chain deployment as a way to broaden…

CryptoFixed incomeRisk managementMulti-asset
OKX Learn

The article surveys stablecoins as a payment and settlement tool for banks and corporations. It describes possible benefits including faster cross-border transfers, reduced reliance on intermediaries, around-the-clock settlement, and liquidity management. It…

CryptoDeFiFixed incomeExecution
OKX Learn

The document describes how Polkadot’s multichain architecture and interoperability could support tokenization of assets such as real estate, treasuries, and bonds. It explains tokenization as representing ownership or related rights digitally, and presents…

CryptoDeFiMulti-assetFixed income
OKX Learn

The document describes SkyLink’s integration with TRON as a way to provide stablecoin access to tokenized real-world assets, including U.S. Treasuries and private credit. It presents stablecoin settlement as a means of reducing exposure to crypto price…

CryptoDeFiFixed incomeMulti-asset
OKX Learn

The document surveys U.S. housing conditions in 2025, linking mortgage rates, Federal Reserve policy, housing turnover, construction, rents, and affordability. It describes how homeowners with low-rate mortgages may delay selling, reducing turnover and…

Fixed incomeUS marketsStatistics
OKX Learn

The article describes how USDC supports activity in Solana’s DeFi ecosystem, including exchange liquidity and cross-chain settlement. It attributes the network’s appeal to low stated transaction costs and fast processing, and discusses Circle’s Cross-Chain…

CryptoDeFiSpot marketsExecution
Strategy library

This strategy uses the 10-year U.S. Treasury yield to decide whether to hold the S&P 500 or move to cash. It ranks the latest daily yield within its recent high-low range, using a configurable lookback period. When the yield is above a configurable threshold…

EquitiesFixed incomeUS marketsTechnical indicators
Robot Wealth

This short article uses the long-run nominal growth of US stocks and bonds as a starting point for discussing risk premia. It reports that stocks rose 48,000 times in value and bonds 300 times from 1900 to the article’s present. Its explanation is that…

EquitiesFixed incomeMulti-assetRisk management
Robot Wealth

This article addresses whether publishing a trading edge causes it to disappear. It uses an end-of-month Treasury demand effect as an example: price-insensitive buying may temporarily move prices away from fair value, so a trader could enter ahead of the…

Fixed incomePortfolio constructionRisk management
Robot Wealth

The article reviews a strong year for diversified systematic trading and focuses on a bond strategy that buys shortly before month-end, sells at month-end, and re-enters after a few days. The author describes institutional rebalancing and portfolio…

Fixed incomeRisk managementPosition sizingStatistics
Robot Wealth

The article introduces tidy data principles and shows how to represent financial returns in long and wide formats. In tidy form, each column represents a variable, each row an observation, and each cell one value. Its example uses dates, tickers, and…

StatisticsMulti-assetEquitiesFixed income
Robot Wealth

The article describes a way to lengthen an ETF’s historical price series when the fund has a short trading record. It maps ETFs to earlier mutual-fund or index return series, calculates cumulative returns, and finds the overlap date when the ETF first has a…

EquitiesFixed incomeCommoditiesBacktesting
Robot Wealth

The article frames long-term investing as earning compensation for bearing uncertainty. Stocks and bonds have historically risen over long periods, but their shorter-term losses and volatility help explain why investors expect a premium for holding them. It…

Multi-assetFactor investingPortfolio constructionRisk management
Robot Wealth

This course description presents a practical framework for evaluating trading ideas with spreadsheet analysis and freely available market data. Its proposed research process is to formulate a hypothesis, collect and clean relevant observations, explore the…

StatisticsBacktestingEquitiesFixed income
Robot Wealth

The workshop description outlines a mechanism-first approach to researching trades. It argues that potential returns may come from bearing risk premia or trading against participants whose constraints require them to transact, rather than from forecasting…

Multi-assetEquitiesFixed incomeMean reversion
Robot Wealth

This brief article outlines a portfolio philosophy built around collecting risk premia while allowing for the possibility that active signals or discretionary views will be wrong. It proposes selecting assets with positive carry and varied exposures to…

CarryRisk managementPortfolio constructionFixed income
Robot Wealth

The document explains the fallen angel effect: bonds downgraded from investment grade to high yield may face forced selling from institutions whose mandates restrict junk bond holdings. That selling can push prices below their reduced fundamental value,…

Fixed incomeFactor investingRisk managementPortfolio construction
Systematic trading blog (Rob Carver)

This document sets out criteria for assembling a curated ETF list across equity and bond regions and categories. The stated filters include sufficient fund size, a preference for distributing share classes when dividend yield is used as a valuation measure,…

Multi-assetEquitiesFixed incomePortfolio construction
Systematic trading blog (Rob Carver)

The document describes replacing the funds in an example long-only portfolio of UK-listed ETFs with ESG-labelled alternatives. Fund selection follows the earlier portfolio’s practical preferences for low ongoing charges, adequate assets under management,…

Multi-assetPortfolio constructionFixed income