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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 explains Pendle’s approach to making yield-bearing assets tradable by wrapping them as standardized yield tokens and splitting them into Principal Tokens (PT) and Yield Tokens (YT). PT represents principal due at maturity, while YT represents…

CryptoDeFiCarryDerivatives pricing
OKX Learn

The document outlines Ethereum's Pectra upgrade and groups its changes into wallet usability, validator staking, and Layer 2 data capacity. It describes EIP-7702 as allowing externally owned accounts to temporarily use smart-contract features, including…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document surveys how stablecoins, tokenized real-world assets, and crypto-friendly banking could connect traditional finance with blockchain-based services. It describes stablecoins as tokens designed to track fiat currencies and identifies payments,…

CryptoFixed incomeMulti-assetDeFi
OKX Learn

The document describes Thumzup Media Corporation’s reported expansion into digital assets and Dogecoin mining, alongside its social media advertising business. It says the company authorized up to $250 million in cryptocurrency investments, already held…

CryptoEquitiesSpot marketsRisk management
OKX Learn

The document explains how DeFi protocols use token lockups and vesting schedules to encourage longer-term participation, limit immediate selling, and connect token ownership with governance. It describes locked governance tokens, longer commitments that may…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The article describes Unichain as an Ethereum Layer 2 network intended to process transactions away from the main chain, reducing congestion, fees, and transaction times. It focuses on the reported integration of Dogecoin, XRP, and Zcash, outlining possible…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article compares Bitcoin and Ethereum with several newer tokens, including Solaxy, Snorter Token, Toncoin, and Arbitrum. It describes Bitcoin’s institutional adoption and Ethereum’s Layer 2 ecosystem, then outlines claimed use cases for newer projects…

CryptoRisk managementPortfolio constructionDeFi
OKX Learn

The article explains tokenization as representing rights to real-world assets with blockchain tokens, then uses Ondo Markets as an example focused on U.S. stocks and exchange-traded funds. It says the platform’s tokens are backed by securities held with…

CryptoEquitiesDeFiExecution
OKX Learn

The document introduces Solana’s blockchain design and the ecosystem built around it. It describes Proof of History as a way to sequence transactions and Delegated Proof of Stake as the validator and token-holder security model, linking these mechanisms to…

CryptoDeFiOn-chain data
OKX Learn

The article surveys token sales as a way for blockchain projects to raise funds and allocate tokens. It contrasts sealed-bid auctions, continuous clearing auctions, and fixed-price sales, describing their differing approaches to price discovery, access, and…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document distinguishes blockchain Layer 2 protocols from the OSI networking layer, then explains how blockchain scaling systems move transaction activity off a Layer 1 chain and return batches or proofs to it. It contrasts optimistic rollups, which…

CryptoDeFiExecutionRisk management
OKX Learn

The article examines Canary Capital’s proposed U.S. ETF combining PENGU tokens with Pudgy Penguins NFTs. It describes a target allocation of 80–95% to PENGU and 5–15% to NFTs, with small SOL and ETH holdings intended to support transactions. The fund’s…

CryptoSpot marketsDeFiRisk management
OKX Learn

The article describes Lightchain AI’s proposed Lighter Spot Testnet, focusing on two advertised design elements: Proof of Intelligence consensus and an AI Virtual Machine. Proof of Intelligence is presented as rewarding nodes for AI-related computation, such…

CryptoMachine learningDeFi
OKX Learn

The document describes Aster as a decentralized perpetual exchange with a simple and a professional trading mode, plus a dedicated Layer 1 chain intended to support fast settlement and lower fees. It lists integrations with several blockchain networks and…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document surveys factors it associates with Solana’s renewed growth in 2025. It describes Proof-of-History as a transaction-ordering mechanism linked to network throughput, and highlights low fees, the Firedancer validator client, memecoin activity,…

CryptoDeFiOn-chain dataVolatility
OKX Learn

The document describes a WLFI token airdrop tied to promotion of the USD1 stablecoin. It says an initial distribution went to WLFI token holders and reports that a governance proposal received 99.97% support. It also outlines a USD1 points program that…

CryptoDeFiSpot marketsRisk management
OKX Learn

The guide explains how Solana liquid staking converts deposited SOL into liquid staking tokens (LSTs), which represent staked assets and rewards while remaining transferable. It contrasts this with native staking, where access to SOL can be delayed during…

CryptoDeFiRisk management
OKX Learn

The document explains how a crypto-backed loan uses assets such as Bitcoin as collateral and defines loan-to-value (LTV) as the share of collateral value available to borrow. It describes the appeal of accessing liquidity without selling holdings, alongside…

CryptoRisk managementPosition sizingDeFi
OKX Learn

The document surveys factors said to support Ethereum’s price, including technical indicators, institutional ETF inflows, Layer 2 development, whale accumulation, proof-of-stake, tokenized real-world assets, and risk-on market sentiment. It identifies RSI,…

CryptoTechnical indicatorsMomentumOn-chain data
OKX Learn

The document attributes Hyperliquid’s appeal to an on-chain order book that it says enables transparent order matching, liquidity, and price discovery for decentralized derivatives trading. It also describes claimed token incentives, including staking and…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

The document describes Worldcoin as a protocol combining World ID, the WLD token, and the World App. World ID is presented as a proof-of-personhood credential verified through an Orb biometric device, intended to establish that an online participant is a…

CryptoDeFiOn-chain data
OKX Learn

The article describes Shibarium, a Layer 2 network in the Shiba Inu ecosystem, and outlines upgrades to its infrastructure, security, and developer support. It says the network is migrating its public RPC endpoint and encouraging personal nodes to reduce…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document describes ZKsync Atlas as an Ethereum Layer 2 upgrade intended to support enterprise blockchain use. It highlights a modular sequencer, an Airbender zero-knowledge proving system, EVM compatibility, and sovereign chains that can be tailored for…

CryptoDeFiExecutionMarket microstructure