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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

5,922 documents

OKX Learn

The article discusses three sub-dollar tokens—Cardano, Tron, and MAGACOIN FINANCE—as examples of established, utility-focused, and speculative crypto assets. It connects potential altcoin performance to interest-rate expectations and institutional…

CryptoBreakoutTechnical indicatorsPortfolio construction
OKX Learn

The document explains why companies may hold Ether in corporate treasuries, emphasizing diversification and staking income. It distinguishes Ethereum’s potential yield from Bitcoin’s store-of-value role and describes three approaches: operating native…

CryptoDeFiCarryRisk management
OKX Learn

The article describes reported changes to Grayscale’s Q2 2025 crypto fund allocations. In the DeFi Fund, Ondo Finance was added, while Uniswap and Aave remained the largest holdings. In the Smart Contract Fund, Hedera replaced Polkadot, with Ethereum and…

CryptoDeFiPortfolio constructionFactor investing
OKX Learn

The document describes Tether’s expansion beyond USDT issuance into areas such as artificial intelligence, payments, blockchain, renewable energy, tokenization, and computing. It presents the reported scale of those investments and argues that they are…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The article introduces blockchain-based bonds as a possible complement to traditional public finance. It describes municipal bonds as a longstanding way for U.S. local governments to fund infrastructure and notes that changing their tax-exempt treatment…

Fixed incomeCryptoPortfolio construction
OKX Learn

The article explains Ethereum staking as a way to help secure the proof-of-stake network in exchange for ETH rewards. It identifies network participation and operating efficiency as factors affecting returns, then describes institutional participation,…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

This article explains Polkadot’s Relay Chain and parachain architecture, its on-chain governance system, and its interoperability approach. Parachains are described as customizable networks operating alongside the Relay Chain, with possible uses ranging from…

CryptoDeFiMulti-assetPortfolio construction
OKX Learn

The document surveys listed companies with ties to cryptocurrency, including miners, blockchain developers, hardware makers, and crypto financial services. It explains that buying these shares offers indirect exposure to the sector, while returns can differ…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

The document describes DDC Enterprise’s purchase of Bitcoin and its partnership with Hex Trust for custody and operational support. It reports that the company acquired 79 additional Bitcoin after an earlier purchase of 21, completing a stated initial…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The document introduces an S&P-branded cryptocurrency index as a standardized benchmark for tracking selected digital assets. It says inclusion is based on characteristics such as liquidity, market capitalization, and trading volume, and contrasts the…

CryptoPortfolio constructionStatisticsRisk management
OKX Learn

The article presents a bullish thesis that Ethereum could become a global macro asset through several complementary roles: paying for blockchain computation, supporting decentralized finance and tokenized applications, serving as a store of value, and…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The article discusses possible government and central-bank Bitcoin holdings, corporate treasury exposure, and the role of exchange-traded funds in widening institutional access. It frames Bitcoin’s fixed supply as a potential strategic attraction and…

CryptoStatisticsPortfolio constructionRisk management
OKX Learn

The document introduces cryptocurrency exchange-traded funds and products as a way to gain exposure to digital assets through traditional markets. It discusses single-asset products, diversified funds such as Grayscale’s Digital Large Cap Fund, and spot…

CryptoMulti-assetPortfolio constructionRisk management
OKX Learn

The article traces Bitcoin’s growing acceptance among institutional investors, pointing to public endorsements by prominent finance figures, younger investors’ stated preference for Bitcoin over gold, and the launch of spot Bitcoin ETFs. It presents ETFs as…

CryptoSpot marketsPortfolio constructionStatistics
OKX Learn

The article describes SharpLink Gaming’s plan to raise $425 million through a private placement and make Ethereum its primary treasury reserve asset. It says Ethereum co-founder Joseph Lubin would join as board chair after the offering’s expected close, and…

CryptoEquitiesPortfolio construction
OKX Learn

The article surveys institutional involvement in Solana, focusing on reported reserve holdings, staking, corporate treasury plans, decentralized application activity, and regulatory developments. It gives figures for institutional SOL holdings and staking…

CryptoPortfolio constructionRisk managementDeFi
OKX Learn

The article describes StablecoinX’s proposed de-SPAC formation and plan to build a treasury centered on Ethena’s ENA governance token. It outlines a reported funding package split between locked ENA and cash intended for additional token purchases, and…

CryptoDeFiPerpetual futuresCarry
OKX Learn

The guide outlines ways to add Bitcoin exposure to retirement savings: direct ownership through a self-directed IRA, Bitcoin-related stocks, and exchange-traded funds held in a brokerage retirement account. It presents Bitcoin’s fixed supply as a reason…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document distinguishes market price from estimated intrinsic value and frames Bitcoin as both a scarce digital commodity and a payment network. It describes factors that may support demand, including portfolio use, institutional access through listed…

CryptoCommoditiesStatisticsPortfolio construction
OKX Learn

The document reviews BitFuFu’s reported Bitcoin mining operations in May and June 2025. It tracks monthly production, hashrate under management, power capacity, and user registrations, distinguishing cloud-mining customer output from the company’s…

CryptoRisk managementPortfolio constructionExecution
OKX Learn

The article interprets Matrixport’s reported transfers of Ethereum to exchanges and Bitcoin away from exchanges as a possible portfolio rotation. It suggests that exchange-bound ETH could precede selling pressure, while BTC withdrawals might reflect cold…

CryptoOn-chain dataSentimentPortfolio construction
OKX Learn

The article weighs Bitcoin’s potential for long-term gains against large price swings, regulatory uncertainty, and the absence of cash flows that could anchor conventional valuation. It cites past drawdowns and compares historical returns with a stock index…

CryptoVolatilityRisk managementPortfolio construction
OKX Learn

The article describes Ether Machine’s reported purchase of 15,000 ETH for $56.9 million, bringing its holdings to 334,757 ETH, and frames the move as an example of institutional accumulation. It links the timing to Ethereum’s tenth anniversary and notes the…

CryptoSpot marketsPortfolio constructionDeFi
OKX Learn

The document describes why companies may hold digital assets in corporate treasuries: diversification, exposure to blockchain ecosystems, and strategic alignment with particular networks. It outlines funding approaches including private investment in public…

CryptoPortfolio constructionRisk managementEquities