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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 presents Solana’s Proof of History, high claimed transaction capacity, and low fees as features supporting use in decentralized finance, gaming, and NFT markets. It also reviews competitive pressure from Ethereum scaling networks and other…

CryptoTechnical indicatorsVolatilityDeFi
OKX Learn

The document outlines Acala as a Substrate-based Polkadot parachain designed to host decentralized finance applications. It describes Acala Swap as an automated market maker, Homa as a liquid staking protocol that issues transferable representations of…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document explains Ethereum’s EIP-1559 fee system, introduced in the London upgrade in August 2021. It contrasts the earlier first-price gas auction with a protocol-set base fee that responds to network demand, an optional priority tip, and blocks that…

CryptoMarket microstructureExecutionDeFi
OKX Learn

The document surveys factors supporting stablecoin growth, including regulatory frameworks, institutional use, and improvements in blockchain scalability, interoperability, and transaction costs. It describes stablecoins’ roles in decentralized finance,…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document explains Tether’s planned integration of USDT with Bitcoin and the Lightning Network, positioning Bitcoin’s base layer as a security foundation and Lightning as a route to faster, lower-cost transfers. Taproot Assets is described as enabling…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document describes OpenEden’s real-world asset tokenization model through TBILL, which represents short-dated U.S. Treasury Bills and associated yield, and USDO, a stablecoin backed by tokenized Treasury Bills. It frames tokenization as a way to support…

CryptoFixed incomeDeFiOn-chain data
OKX Learn

The document outlines American Exceptionalism Acquisition Corp A, a $250 million SPAC targeting DeFi, artificial intelligence, energy, and defense. Its DeFi thesis centers on connecting traditional finance with blockchain systems through tokenized assets,…

DeFiMachine learningEvent-drivenUS markets
OKX Learn

The article describes possible uses of artificial intelligence in blockchain games, including adaptive non-player characters, personalized experiences, and software that adjusts in-game token supply, demand, or rewards. It also explains Web3 gaming concepts…

CryptoDeFiMachine learningRisk management
OKX Learn

The article surveys proposed directions for scaling Ethereum, including increasing the block gas limit while raising costs for operations described as inefficient. It also discusses zero-knowledge proofs for privacy and communication between layer-two…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document explains how real-world assets such as property, commodities, and art can be represented as blockchain tokens. It outlines a typical process involving asset selection, token design, legal compliance, and ongoing management, with tokens…

CryptoDeFiCommoditiesRisk management
OKX Learn

The document explains why dollar-pegged stablecoins may appeal to people and businesses facing inflation, currency devaluation, limited banking access, or costly international transfers. It highlights Latin America, particularly Argentina and Venezuela, and…

CryptoForexRisk managementDeFi
OKX Learn

The article surveys institutional interest in Bitcoin, Ethereum, and decentralized finance. It frames Bitcoin as a scarce treasury asset and Ethereum as a programmable network for smart contracts and decentralized applications. Corporate Bitcoin holdings are…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article explains Stellar as a public blockchain designed for lower-cost payments and transfers across currencies. Its Stellar Consensus Protocol is described as the mechanism supporting transaction agreement, while XLM serves as the native asset used for…

CryptoSpot marketsDeFiExecution
OKX Learn

The document describes a contractual dispute between Core Foundation and Maple Finance over their collaboration on lstBTC, a liquid-staked Bitcoin yield product. Core alleges that Maple used confidential information and intellectual property to develop the…

CryptoDeFiRisk management
OKX Learn

The document outlines a market narrative in which Bitcoin strength lifts sentiment across altcoins, memecoins, and decentralized finance tokens. It describes traders rotating toward smaller assets during bullish periods, and points to Ethereum’s role in…

CryptoDeFiSentimentMomentum
OKX Learn

This guide surveys Solana and selected projects in its ecosystem, explaining the SPL token standard and grouping applications by their roles. It describes Marinade and Jito as liquid staking services, with Jito adding MEV-related rewards; Orca as a…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document introduces Chainlink 2.0 as an oracle and Web3 infrastructure framework built around Decentralized Oracle Networks. These networks connect blockchains with external data and computation. Hybrid smart contracts combine on-chain execution with…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document describes SEC Chairman Paul Atkins’ Project Crypto as a proposed effort to modernize U.S. securities regulation and support financial activity on public blockchains. It outlines three areas that could benefit from this direction: Layer 1…

CryptoDeFiOn-chain dataPortfolio construction
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

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 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