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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

8,431 documents

OKX Learn

The document explains the corporate strategy of raising capital, converting it to Bitcoin, and holding the asset as a treasury reserve. It uses MicroStrategy as its central example and also mentions Block and Marathon Digital Holdings. The discussion…

CryptoRisk managementPortfolio construction
OKX Learn

The article discusses Strategy’s Bitcoin-centered balance sheet and the reported rebound in STRC, described as a perpetual preferred stock linked to the company’s Bitcoin financing strategy. It attributes interest in the product to institutional demand,…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

This article describes MEMELESS, a newly launched Solana memecoin traded through Pump.fun, and frames its rapid rise as an example of speculative momentum in low-barrier token markets. It reports a 3,138% gain within 24 hours, $15.27 million in first-day…

CryptoMomentumVolatilityMarket microstructure
OKX Learn

The article explains token unlocks as scheduled releases of previously restricted supply and discusses how they can affect liquidity, sentiment, and prices. It focuses on October 2024, when it says nearly $2 billion in tokens were due to unlock, with CHEEL…

CryptoEvent-drivenMarket microstructureRisk management
OKX Learn

Livepeer is described as an open-source protocol that distributes video transcoding across independent operators called orchestrators. Developers and users can access their computing resources, while the network’s decentralized design is intended to provide…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article surveys transaction activity in Canadian hotels, California real estate, Bitcoin, Canadian pension risk transfers, and global mergers and acquisitions. Across several sectors, it reports fewer transactions alongside rising prices or aggregate…

CryptoOn-chain dataStatisticsEvent-driven
OKX Learn

Creditcoin is presented as an interoperable blockchain for matching lenders and borrowers through recorded credit transaction events. The proposed model aims to reduce verification costs and information gaps, enabling credit-based lending rather than relying…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document distinguishes three services described as instant Bitcoin exchanges: brokerage interfaces for quick fiat purchases, non-custodial services for direct crypto swaps, and the Lightning Network for rapid Bitcoin transfers. It clarifies that instant…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The document explains how analysts use wallet cohorts and exchange flows to interpret Bitcoin holding behavior. It focuses on mid-tier wallets holding 100–1,000 BTC, wallets classified as having never sold, and withdrawals from exchanges to cold storage. It…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document compares centralized exchanges (CEXs), which custody customer funds and commonly use internal matching engines, with decentralized exchanges (DEXs), where users trade from their own wallets through smart contracts. It contrasts their typical…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes FullSend as a Binance Smart Chain meme token with a transaction fee split between redistribution to holders and token burning. It presents this design as a way to reward holding and reduce circulating supply, but provides no market…

CryptoDeFiSpot markets
OKX Learn

The document outlines Sky Protocol’s transition from MakerDAO and describes its two main tokens: SKY for governance and USDS as a dollar-pegged stablecoin backed by over-collateralized assets. It notes that MKR can be converted to SKY at a stated ratio and…

CryptoDeFi
OKX Learn

The document introduces four stablecoin designs: fiat-backed tokens supported by reserves, commodity-backed tokens linked to physical assets, crypto-collateralized tokens that may use overcollateralization, and algorithmic tokens that manage supply through…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

This white paper describes SEI as the native token of the Sei Layer 1 blockchain and outlines its uses: paying transaction fees, staking with validators in a delegated proof-of-stake system, and voting on protocol proposals. It states a fixed maximum supply…

CryptoRisk managementMarket microstructureOn-chain data
OKX Learn

The document explains XRP’s intended role as a bridge asset for cross-border payments and contrasts its fast, low-cost settlement with conventional payment rails. It describes Ripple’s payment infrastructure, legal developments involving the SEC, and…

CryptoSentimentRisk managementVolatility
OKX Learn

The document surveys factors that may shape Cardano’s short-term price action, including resistance and support zones, technical indicators, large-holder activity, on-chain conditions, macroeconomic news, and broader crypto sentiment. It identifies RSI and…

CryptoMomentumTechnical indicatorsOn-chain data
OKX Learn

The document introduces real-world asset tokenization: representing ownership or rights in assets such as property, commodities, or securities with blockchain tokens. It describes possible benefits including fractional access, liquidity, and automated…

CryptoDeFiMulti-asset
OKX Learn

The document explains crypto margin trading as borrowing assets to enlarge a spot position, with trades executed on the spot order book. This differs from futures and perpetual swaps, which are contracts tied to asset prices. Borrowed funds must be repaid…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document outlines Aave’s lending and borrowing model, including dynamic interest rates, flash loans, rate switching, and expansion across Ethereum, Polygon, and Avalanche. It describes AAVE as a governance and staking token and discusses the GHO…

CryptoDeFiTechnical indicatorsOn-chain data
OKX Learn

The article discusses XRP’s reported price rise and consolidation, associating the move with new Korean won trading pairs on Coinone and Bithumb, positive market sentiment, and interest in Ripple’s cross-border remittance technology. It also notes Bithumb’s…

CryptoSpot marketsSentiment
OKX Learn

The document links Bitcoin’s move above $116,000 to institutional purchases, corporate treasury activity, and government interest in holding Bitcoin. It cites a reported $125 million purchase by BlackRock and El Salvador’s Bitcoin reserves of approximately…

CryptoSentimentRisk managementSpot markets
OKX Learn

The document describes an Orderly Network governance proposal to redirect up to 60% of protocol revenue toward buying ORDER on the open market and placing the tokens in a community-controlled vault. It frames this as a move away from VALOR emissions, which…

CryptoDeFi
OKX Learn

The guide explains a crypto swap as a direct conversion between digital assets, often using an instant quote rather than an order book. It contrasts this route with exchange trading, which can offer more control over price, and walks through selecting…

CryptoExecutionMarket microstructure
OKX Learn

The document surveys Aave’s position in DeFi lending, its planned fee switch, and a proposed v4 upgrade described as adding a hub-and-spoke structure and a new liquidation engine. It also mentions expansion under the Avara umbrella, Lens Protocol, and…

CryptoDeFiRisk management