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
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 presents Nassim Taleb’s barbell approach as a way to manage uncertainty: place most capital in assets intended to preserve capital, reserve a small portion for high-risk opportunities, and avoid the middle-risk category. The rationale is that…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The document contrasts Bitcoin’s role as a store of value and medium of exchange with Solana’s design as a high-throughput layer-one network for decentralized applications. It attributes Solana’s transaction ordering to a combination of Proof of History and…

CryptoVolatilityDeFiRisk management
OKX Learn

The document argues that institutional participation and Bitcoin exchange-traded funds can expand access to Bitcoin by letting investors gain exposure without directly holding the asset. It identifies portfolio diversification and inflation concerns as…

CryptoPortfolio constructionRisk managementVolatility
OKX Learn

The document explains how blockchain tokens can represent fractional interests in physical property. Smart contracts may automate rent distribution, payments, and compliance checks, while secondary trading could make property interests easier to transfer…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The document discusses ETF flows for Solana, Bitcoin, and Ethereum, presenting Solana funds as gaining attention despite having much smaller cumulative flows than the larger products. It frames daily net inflows and outflows as indicators of investor…

CryptoStatisticsSentimentPortfolio construction
OKX Learn

The document compares two companies using Bitcoin as a treasury reserve asset. It characterizes Metaplanet’s approach as steady accumulation and reports its purchase of 780 BTC for $92.5 million, total holdings of 17,132 BTC, and stated goal of 210,000 BTC…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The document surveys considerations for buyers in NFT markets, including changing trading activity, liquidity constraints, chain choice, wash trading, floor prices, celebrity influence, and uses beyond digital art. Its practical suggestions are to study…

CryptoMarket microstructureRisk managementPortfolio construction
OKX Learn

The article examines Metaplanet, a Tokyo-listed company, as a case study in corporate Bitcoin accumulation. It reports the company’s holdings and recent purchase, describes funding through bond redemptions, share issuance, and operating income, and notes…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

The article reviews how crypto markets may behave during recessions and outlines ways to manage portfolio risk. It describes the March 2020 sell-off, when Bitcoin fell alongside equities, followed by a recovery later that year, and contrasts crypto’s larger…

CryptoRisk managementPortfolio constructionVolatility
OKX Learn

The document describes Metaplanet’s shift toward holding Bitcoin as a corporate reserve asset. It reports the company’s stated accumulation target and describes a stock offering intended to fund purchases. The strategy is compared with MicroStrategy’s, while…

CryptoEquitiesFixed incomeRisk management
OKX Learn

This guide explains that crypto trading bots execute orders according to user defined rules, often through exchange APIs. It introduces dollar cost averaging and signal or copy bots, and describes how automation can support round the clock execution and…

CryptoBacktestingExecutionRisk management
OKX Learn

This document outlines reasons institutions may consider digital assets, including portfolio diversification, potential inflation protection, and exposure to blockchain and decentralized finance. It focuses on Pantera Capital’s Digital Asset Treasury fund,…

CryptoPortfolio constructionRisk managementSentiment
OKX Learn

Enzyme Finance is described as an Ethereum-based protocol for creating and investing in managed crypto funds, called vaults. Vault owners set fund rules, while the protocol provides tools for strategy automation and DeFi integrations. Its architecture is…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The document describes Coinsilium’s corporate Bitcoin treasury strategy through its subsidiary Forza Gibraltar, including reported holdings as of June 2025, institutional custody, and use of OTC desks. It presents Bitcoin as a long-term reserve asset and…

CryptoRisk managementPortfolio constructionExecution
OKX Learn

The document outlines recurring DAO governance problems: low voter turnout, slow or unclear decisions, concentrated influence, and exposure to governance attacks. It discusses examples involving Jupiter DAO’s pause in voting, Arbitrum DAO’s staking rewards…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article describes Spark as an allocator that pools stablecoin liquidity and routes it among DeFi protocols, centralized finance venues, and tokenized real-world assets. It presents diversification into tokenized U.S. Treasuries and corporate debt as a…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document describes ENDRA Life Sciences’ digital asset treasury strategy, centered on acquiring HYPE tokens and actively managing a crypto portfolio. It frames the approach as a corporate alternative to passive holding, with stated aims that include…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

This opinion piece considers Michael Saylor’s proposal that Apple allocate corporate capital to Bitcoin instead of relying on stock buybacks. It frames the proposal around capital allocation and shareholder value, arguing that Bitcoin’s past appreciation,…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

The guide surveys ways to hold Bitcoin in retirement accounts, including self-directed IRAs, Bitcoin IRAs, and crypto-enabled workplace plans. It contrasts Bitcoin’s possible diversification role and long-term return potential with substantial volatility,…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The article describes Bitcoin ETFs as an access route for traditional investors and frames their growth alongside institutional adoption, government interest, and Bitcoin’s fixed supply. It outlines Bitwise’s role as a crypto fund provider, but provides…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The document reports that the Czech National Bank bought Coinbase shares and added to its Palantir position. It frames these holdings as exposure to digital-asset infrastructure and artificial intelligence, while noting that Coinbase’s S&P 500 inclusion fits…

EquitiesCryptoMachine learningUS markets
OKX Learn

The article examines why companies might hold Litecoin in treasury reserves and describes reported strategies by MEI Pharma and Luxxfolio. It cites MEI Pharma’s stated purchase of LTC and Luxxfolio’s plan to expand its holdings and invest in related…

CryptoPortfolio constructionRisk managementSpot markets
OKX Learn

The document introduces crypto funds as pooled vehicles investing in digital assets, blockchain projects, or related opportunities. It describes direct asset holdings and staking as common approaches, with returns potentially coming from appreciation,…

CryptoPortfolio constructionRisk managementVolatility
OKX Learn

The document describes Linea Ignition, a liquidity incentive program intended to attract liquidity providers and increase activity in Linea’s DeFi ecosystem. It says rewards are calculated using Brevis zero-knowledge proofs and an inverted U-shaped incentive…

CryptoDeFiOn-chain dataPortfolio construction