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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

3,101 documents

OKX Learn

The guide explains how Ethereum exchange-traded funds provide Ether price exposure through brokerage shares, without requiring investors to hold tokens or manage private keys. It distinguishes spot funds, which hold Ether, from futures funds, which hold…

CryptoDerivatives pricingRisk managementUS markets
OKX Learn

The document examines a claim that CryptoPunks could outperform Ethereum in dollar terms, framing rare NFTs as digital status goods whose value may reflect cultural importance, scarcity, and wealth signaling. It cites the collection’s fixed supply and…

CryptoSpot marketsSentimentRisk management
OKX Learn

The document describes Pump.fun as a low-friction Solana token launch platform, outlining its demand-based bonding curve, launch rules, and transition of successful tokens to PumpSwap. The curve raises token prices as demand grows, while the platform’s ban…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The article describes Bitcoin exchange-traded funds as a route for institutions to gain exposure without holding coins or managing private keys. It attributes demand to regulated access and simpler custody, and compares several products: it reports…

CryptoSpot marketsUS marketsMarket microstructure
OKX Learn

The document outlines Gala Games’ blockchain gaming model, where players use the GALA token and NFTs in games and participate in the platform ecosystem. It describes play-to-earn as a way for players to receive rewards and potentially monetize digital items,…

CryptoDeFiSpot markets
OKX Learn

The document introduces RGB as an off-chain protocol for issuing and transferring assets using Bitcoin’s UTXO framework, then describes Bitlight Labs’ effort to connect RGB with the Lightning Network. The stated design features include one-time seals to…

CryptoDeFiSpot marketsExecution
OKX Learn

The document considers how institutional participation, spot Bitcoin ETFs, and Grayscale’s legal win may affect Bitcoin’s established halving-linked cycle. It contrasts past retail-led cycles with a market increasingly connected to traditional finance,…

CryptoOn-chain dataVolatilitySentiment
OKX Learn

The document surveys Bitcoin’s place in corporate and public treasuries, focusing on MicroStrategy’s accumulation through corporate funds and debt. It frames that approach as a tradeoff: potential gains from long-term Bitcoin exposure come with concentrated…

CryptoVolatilityRisk managementEvent-driven
OKX Learn

The document explains how Grayscale Ethereum Trust provides brokerage-based exposure to ETH through shares backed by the trust’s holdings. Because ETHE is described as a closed-end vehicle without ongoing share creation and redemption, its market price can…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The document explains Ethereum as a programmable blockchain whose smart contracts support decentralized applications. It surveys use cases including decentralized finance, non-fungible tokens, DAOs, stablecoins, tokenized assets, identity, supply chains,…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document introduces RARI as the governance token associated with the Rarible NFT marketplace. It describes token holders’ role in platform decisions, the marketplace’s support for several blockchains, and lazy minting, which defers NFT creation fees…

CryptoSpot marketsDeFiVolatility
OKX Learn

The article reviews USDT transfers across common networks, focusing on TRON and Ethereum. It advises choosing the same supported network at both ends of a transfer and checking the platform’s fees and limits before withdrawing. Its general comparison favors…

CryptoOn-chain dataSpot marketsMarket microstructure
OKX Learn

The article surveys Tether’s reported growth and its place in the stablecoin market. It connects rising USDT circulation to use as a dollar-linked asset in emerging markets, including cross-border payments and protection from local currency volatility. It…

CryptoSpot marketsDeFiRisk management
OKX Learn

The document describes the HOLO airdrop as a community distribution associated with Holoworld AI, an ecosystem combining AI applications and Web3. It outlines token uses for in-app transactions, a stated total supply and estimated initial circulating range,…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The article introduces Turbo as an Ethereum-based meme token whose creation involved GPT-4 and community polling. It describes an AI-assisted process for developing the token’s concept and branding, and reports that its total and circulating supply are both…

CryptoSpot marketsExecutionRisk management
OKX Learn

The article presents Tether Gold (XAUt) as a blockchain token intended to represent ownership of physical gold held in Swiss vaults, with each token described as backed by one troy ounce. It outlines potential practical differences from holding bullion…

CryptoCommoditiesSpot marketsDeFi
OKX Learn

The document describes Parataxis Holdings’ proposed $640 million merger with SilverBox Corp IV and its plan to operate as a publicly traded Bitcoin treasury company. It defines a BTC treasury as holding Bitcoin on a corporate balance sheet and presents…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The article discusses Harvard’s reported investment in BlackRock’s spot Bitcoin ETF as an example of institutional exposure through a regulated fund rather than direct Bitcoin ownership. It argues that ETF access can simplify custody and security for large…

CryptoSpot marketsUS marketsPortfolio construction
OKX Learn

The document compares software, hardware, paper, and web wallets for storing Litecoin. It frames the choice around convenience and control: software wallets suit frequent use, hardware wallets keep keys offline for longer-term storage, and web wallets rely…

CryptoRisk managementSpot markets
OKX Learn

The document describes how Ripple’s settlement with the SEC changed perceptions of XRP’s regulatory risk. It reports a 17% price rise after the announcement and notes that XRP traded above key support levels, while warning that crypto volatility,…

CryptoSentimentSpot marketsDeFi
OKX Learn

The article surveys common uses of centralized exchange tokens, including trading fee discounts, ecosystem payments, liquidity participation, staking, and governance. It discusses token supply controls and burns, using OKB’s stated cap and burn as an example…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document introduces Turbos Finance as a Sui based liquidity venue and describes how providers may earn trading fees and SUI incentives. It also outlines USDC’s role as a stable asset for liquidity, lending, and yield activities. The material is an…

CryptoDeFiSpot markets
OKX Learn

The article explains how spot cryptocurrency ETFs provide exposure by holding the underlying asset, contrasting them with futures-based funds. It discusses the launch of Hedera and Litecoin products, describing their exchange access, reported fund values,…

CryptoSpot marketsUS marketsRisk management
OKX Learn

The guide explains how spot Ethereum funds differ from futures-based products. Spot funds hold ETH and are intended to track its market price, while futures products hold contracts and may diverge more due to their structure. It also outlines factors for…

CryptoSpot marketsFuturesRisk management