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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

OKX Learn

The article describes Aave Horizon as a lending platform that uses tokenized real-world assets, such as government securities and corporate bonds, as collateral for borrowing stablecoins. It explains a dual-pool structure: permissioned collateral markets for…

DeFiCryptoFixed incomeRisk management
OKX Learn

The article examines Pump.fun’s reported token sale plans against a downturn in memecoin market capitalization and declining platform revenue. It outlines a proposed allocation of tokens to a sale and an airdrop, then raises questions about the fundraising…

CryptoDeFiRisk managementSentiment
OKX Learn

The document describes Polymarket’s exploration of issuing a proprietary stablecoin to capture yield on reserves currently held in USDC. It contrasts that option with a revenue-sharing arrangement with Circle, which could generate income without requiring…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document outlines Japan’s approach to digital asset oversight, describing the Payment Services Act and Financial Instruments and Exchange Act as the foundations for exchange regulation and the treatment of some tokens with investment or governance…

CryptoUS marketsDeFiSpot markets
OKX Learn

The document surveys U.S. tax and reporting issues for digital assets. It describes the planned use of Form 1099-DA by custodial brokers, expanded digital asset disclosure on Form 1040, and the IRS treatment of crypto as property. Under that framing,…

CryptoRisk managementDeFiUS markets
OKX Learn

The article explains hybrid centralized and decentralized exchanges, which aim to combine centralized venues’ liquidity and ease of use with decentralized trading’s self-custody and transparency. It also describes CeDeFi as a unified interface for accessing…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document explains Ethereum’s transition from proof of work to proof of stake in 2022. Validators stake ETH, propose blocks, and attest to blocks proposed by others; agreement among validators supports finality. A solo validator requires 32 ETH and must…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document explains Ethereum’s transition from proof of work to proof of stake in 2022. Validators stake ETH, propose blocks, and attest to blocks proposed by others; agreement among validators supports finality. A solo validator requires 32 ETH and must…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document outlines PancakeSwap as an automated market maker that began on BNB Smart Chain and expanded across several networks. It describes CAKE as a governance and utility token, with platform-fee-funded burns and a community-approved maximum supply. It…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document surveys how prominent Silicon Valley investors and technology firms may shape blockchain through funding, infrastructure development, and policy engagement. It contrasts Peter Thiel’s reported interest in Ethereum infrastructure and…

CryptoDeFiMulti-assetRisk management
OKX Learn

The document explains Frax as a stablecoin system that combines algorithmic supply adjustments with collateral backing to target a one-dollar peg. It describes the original distinction between FRAX as the stablecoin and FXS as a governance and value-accrual…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document describes Aave DAO’s use of liquidity rewards and its proposed shift toward incentives tied to measurable outcomes, including user retention, borrowing, and liquidity. It links this approach to reducing dependence on native token emissions and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document describes how USDC minting and burning can adjust circulating supply to meet demand and support the dollar peg. It discusses Ethereum’s role as a major host chain for USDC and lists uses in DeFi, including collateral, trading, and staking. It…

CryptoFixed incomeDeFiOn-chain data
OKX Learn

The document outlines how tokenized equities and other real-world assets may connect traditional markets with decentralized finance. It describes Chainlink services for decentralized market data, reserve verification, compliance, and cross-chain transfers,…

EquitiesMulti-assetDeFiMarket microstructure
OKX Learn

The article explains how XRP can be used in decentralized finance through Flare Network. It describes FXRP as a wrapped representation for decentralized applications, the FAssets system as a bridge for assets without native smart contract support, and…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document describes how USDT supports crypto trading as a common quote asset and a way for holders to seek stability during market declines. It notes Ethereum’s central role in USDT activity and mentions other distribution networks, including BNB Smart…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document explains Linea as an Ethereum Layer 2 using zkEVM rollup technology: transactions are processed off the main chain and proofs are submitted to Ethereum. It describes the intended benefits as lower fees, reduced congestion, and compatibility with…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document introduces real-world asset tokenization through SuperSuperRare, a BNB Chain platform focused on PSA-graded Pokémon cards. It explains the basic promise of representing physical assets on-chain, including broader access and possible fractional…

CryptoDeFiOn-chain data
OKX Learn

The document surveys decentralized autonomous organizations, describing token-holder decision-making, community participation, tokenomics, and treasury management. It also outlines ecosystem developments such as DeFi, gaming and media integrations, social…

CryptoDeFi
OKX Learn

The document introduces PancakeSwap as a decentralized exchange launched in September 2020 on Binance Smart Chain, now called BNB Chain. It explains that the platform sought to offer token trading with lower fees and faster transactions than Ethereum-based…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document examines an exploit affecting Griffin AI’s GAIN token and the resulting market and ecosystem consequences. It attributes the incident to a vulnerability in a LayerZero cross-chain module, through which attackers allegedly minted 5 billion…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document describes DBS Bank’s issuance of cryptocurrency-linked structured notes represented on Ethereum. It explains that the notes offer payouts tied to price increases and some downside protection, while fractionalization into $1,000 units lowers the…

CryptoDerivatives pricingFixed incomeDeFi
OKX Learn

This overview describes tokenization as issuing blockchain tokens that represent ownership or rights in assets such as real estate, commodities, and government debt. It argues that Solana’s transaction capacity, low fees, and broad application ecosystem…

CryptoDeFiMulti-assetMarket microstructure
OKX Learn

The document explains how real-world assets such as property, commodities, and treasury bills can be represented by blockchain tokens. It presents Solana’s throughput, transaction costs, and application ecosystem as potential advantages for issuing and…

CryptoDeFiMulti-assetMarket microstructure