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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

OKX Learn

The document reviews Grayscale Bitcoin Trust’s transition to a spot Bitcoin ETF in January 2024 and its position among competing products. It says conversion addressed the prior net asset value discount and improved access through standard financial…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The document describes Polygon’s position in tokenized real-world assets, including bonds and U.S. Treasuries, and explains proposed benefits such as fractional ownership, improved liquidity, and links between traditional finance and decentralized finance.…

CryptoFixed incomeCommoditiesDeFi
OKX Learn

This beginner guide proposes evaluating cryptocurrencies through market capitalization and liquidity, operating history, security reputation, clarity of purpose, exchange availability, and developer and community activity. It uses these criteria to introduce…

CryptoRisk managementPortfolio constructionSpot markets
OKX Learn

The article surveys two crypto narratives it associates with 2024: meme coins and real-world asset tokens. It reports market-cap increases of 1,500% for meme coins and 900% for RWA tokens, compared with under 200% for Bitcoin. It describes tokenized real…

CryptoDeFiPortfolio constructionSentiment
OKX Learn

The document explains cryptocurrency market risk as exposure to losses from price changes and identifies macroeconomic conditions, geopolitical events, regulation, news, and speculative sentiment as potential drivers. It gives examples such as inflation and…

CryptoRisk managementPortfolio constructionVolatility
OKX Learn

The document describes Metaplanet’s shift from hospitality toward a corporate Bitcoin treasury strategy. It presents two phases: accumulating Bitcoin and then using the holdings as collateral to finance acquisitions of cash-generating businesses. The…

CryptoPortfolio constructionRisk managementEquities
OKX Learn

The document explains Linea as an Ethereum Layer 2 built around zkEVM technology. Transactions are processed off the Ethereum mainnet, with zero-knowledge proofs used to support scaling while retaining EVM compatibility for existing smart contracts. The…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The document describes BitMine’s shift from Bitcoin mining toward holding Ethereum as a corporate reserve asset, using a strategy compared with public companies that accumulate Bitcoin. It frames a listed company’s shares as an indirect route for traditional…

CryptoEquitiesPortfolio constructionRisk management
OKX Learn

The article presents corporate Bitcoin and Ethereum holdings as an early connection between traditional finance and decentralized finance. Citing Ethereum co-founder Joseph Lubin’s view, it describes companies such as MicroStrategy and Semler Scientific as…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article describes Safety Shot’s announced BONK treasury partnership, including an exchange of BONK tokens for convertible preferred shares. It frames the arrangement as corporate exposure to a Solana-based memecoin and discusses possible motivations such…

CryptoEquitiesDeFiPortfolio construction
OKX Learn

The document surveys Cardano’s proof-of-stake design, staking participation, proposed scaling work, and community governance. It describes Ouroboros Leios as an effort to improve transaction throughput, Hydra as a layer-two approach that processes…

CryptoDeFiPortfolio constructionSpot markets
OKX Learn

The document explains why traders track the relationship between bitcoin and technology stocks: correlated assets may offer less diversification, while assets that move independently may help spread portfolio risk. It describes shared reactions to…

CryptoEquitiesStatisticsPortfolio construction
OKX Learn

The document introduces peer-to-peer crypto trading, where users transact directly through a platform, and suggests monitoring crypto prices and demand when choosing when to trade. It discusses using stablecoins such as USDT and USDC to reduce exposure to…

CryptoArbitrageSpot marketsRisk management
OKX Learn

The document surveys several Avalanche DeFi mechanisms: synthetic stablecoins using delta-neutral hedging, yield-focused stablecoins, Pendle’s separation of principal and yield exposure, and liquid staking tokens that keep staked assets usable in other…

CryptoDeFiCarryPortfolio construction
OKX Learn

The document describes a reported change in Vanguard’s brokerage policy that would allow trading in funds tied to crypto assets, placing it within a wider trend of traditional financial firms offering crypto-linked products. It discusses Bitcoin and Ethereum…

CryptoUS marketsRisk managementPortfolio construction
OKX Learn

The document describes Metaplanet’s plan to build a large Bitcoin treasury, framing the asset as a long-term store of value and possible macroeconomic hedge. It reports the company’s recent purchase and total holdings, and gives a target for future…

CryptoRisk managementPortfolio constructionSpot markets
OKX Learn

The article surveys Ethereum’s main economic and technical features, including its transition to proof of stake, staking, smart contracts, decentralized applications, and role in decentralized finance. It describes staking as a way for ETH holders to help…

CryptoDeFiSpot marketsPortfolio construction
OKX Learn

The document explains how institutions can stake digital assets to support blockchain validation while earning rewards. It describes integrated custody platforms that combine asset storage and staking workflows, including automated operations, policy…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document surveys Wen Lambo Financial’s reported 100 billion token supply, a proposed corporate treasury position, and the project’s political associations. It says tokens were initially non-transferable and that a community vote could enable trading. It…

CryptoRisk managementPortfolio constructionSpot markets
OKX Learn

The document outlines World Liberty Financial’s plan to raise $1.5 billion for a publicly traded company holding WLFI tokens. It describes the token’s shift from a non-transferable governance asset to a tradable one after a community vote, and presents USD1…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document surveys how DeFi protocols may fund operations, govern changes, scale transaction activity, and manage assets. It describes governance-token voting on upgrades, fees, and treasury use; liquid staking, which pairs staked assets with tradable…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document explains MicroStrategy’s approach to financing Bitcoin accumulation through convertible debt, preferred equity, and common stock. It introduces BTC Yield as a measure of how the company’s Bitcoin holdings per share change, framing it as an…

CryptoEquitiesRisk managementVolatility
OKX Learn

The document outlines ways to add cryptocurrency exposure to a diversified portfolio. It contrasts a conservative 2%–4% allocation with a more aggressive 10%–40% range, and says even a 1%–5% allocation may improve Sharpe ratios because Bitcoin has shown low…

CryptoPortfolio constructionRisk managementMulti-asset
OKX Learn

The article outlines Bittensor as a decentralized machine-learning network in which TAO supports contributor rewards and staking. It describes subnets as specialized areas for applications such as image generation and deepfake detection, and frames staking…

CryptoMachine learningRisk managementPosition sizing