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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 describes a proposed role for wrapped Bitcoin assets in Starknet’s staking and consensus system. It says tokens such as wBTC and tBTC could contribute to consensus alongside STRK, while bringing Bitcoin liquidity into Starknet’s DeFi ecosystem.…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The article describes BIO Protocol as a blockchain-based decentralized science project, with a token generation event for its BIO token and a stated aim of changing how research is funded and governed. It mentions a fixed-price token launch, staking, AI…

CryptoDeFiRisk management
OKX Learn

The article outlines permissionless lending as a DeFi model in which users lend and borrow through smart contracts, with borrowers providing collateral and lenders receiving interest. It highlights direct access without an intermediary, non-custodial…

CryptoDeFiRisk management
OKX Learn

The document introduces the 2008 Bitcoin white paper and its proposal for digital payments between users without a bank or other central intermediary. It explains the double-spending problem—the risk of reusing a digital asset—and describes how a…

CryptoMarket microstructureDeFi
OKX Learn

The document argues that prediction markets can be less attractive to institutions and hedgers because capital committed to positions typically earns no interest. It proposes adding yield-bearing assets or payout mechanisms so users could retain exposure to…

CryptoDeFiArbitrageRisk management
OKX Learn

The article discusses Arthur Hayes’ reported exposure to Ethereum-based DeFi tokens, focusing on Lido, Aave, and Pendle. It briefly explains the underlying activities: liquid staking lets users retain transferable exposure to staked assets, decentralized…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes Privacy Pools, a non-custodial protocol for private on-chain deposits and withdrawals that combines zero-knowledge proofs with compliance screening. Its Association Set Provider model is presented as a way to screen deposits for…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The article describes Hyperliquid’s HYPE airdrop as a community-focused distribution, outlining the share allocated to users, the supply reserved for future emissions and rewards, and the exclusion of venture capitalists. It also explains a points system…

CryptoDeFiMarket microstructureSentiment
OKX Learn

The article explains a token buyback as a project’s repurchase of tokens from the open market, followed in OpenLedger’s described program by permanent removal through burning. It presents a treasury-funded mechanism, public on-chain disclosures, and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article describes Ethereum’s roles in stablecoin transfers, decentralized finance, real-world asset tokenization, and institutional holdings. It argues that these uses, together with staking, proof of stake, and anticipated network upgrades, support…

CryptoDeFiSentimentOptions
OKX Learn

The document describes Swarm’s tokenized stock offering on Hedera. It says the tokens represent traditional equities and are backed one-to-one by underlying assets under an EU prospectus framework. The described features include continuous on-chain trading,…

CryptoEquitiesDeFiExecution
OKX Learn

The document surveys proposed uses of artificial intelligence in decentralized finance, especially routing trades across exchanges and managing liquidity pools. It describes algorithms that compare routes to reduce slippage and transaction costs, alongside…

CryptoDeFiMachine learningExecution
OKX Learn

The article presents Bittensor as a blockchain network that rewards contributors to decentralized machine learning. It describes nodes contributing model training, data, or computing resources in exchange for TAO, and contrasts this incentive model with…

CryptoMachine learningDeFiPortfolio construction
OKX Learn

The document recounts the Infini exploit as a case study in DeFi security and recovery. It attributes the attack to unsecured administrator privileges in smart contracts, then describes the movement and conversion of stolen assets, including the use of…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article compares centralized exchanges (CEXs), which custody user assets and typically offer accessible interfaces and services, with decentralized exchanges (DEXs), where users trade through blockchain systems while retaining control of their keys. It…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article explains Yuga Labs’ approach to creator royalties in NFT trading. It says the company restricted 18 collections to marketplaces that enforce royalties, while excluding BAYC and CryptoPunks, and describes a royalty-enforcing Ethereum marketplace…

CryptoDeFiMarket microstructure
OKX Learn

The article presents VivoPower’s XRP-focused treasury strategy as a case study in corporate digital-asset adoption. It describes claimed plans to acquire XRP at a discount, an investment in Ripple shares, and the use of Crypto.com for custody and share…

CryptoPortfolio constructionRisk managementDeFi
OKX Learn

The article presents Cookie DAO as an analytics and data platform for tracking crypto AI agents. Its dashboard is described as combining blockchain and social signals, including market capitalization, engagement, token-holder growth, and impressions, with a…

CryptoMachine learningSentimentOn-chain data
OKX Learn

The document describes an OKX Boost campaign that allocated rewards from a 120 million NIGHT token pool according to eligible decentralized exchange trading volume. Participants traded DEX tokens in the OKX app before the stated deadline; greater qualifying…

CryptoDeFiExecutionRisk management
OKX Learn

The article outlines Phala Network’s proposed move toward Ethereum integration. Phala is described as a privacy-focused cloud computing platform that uses trusted execution environments, while Ethereum integration is framed as a way to connect it with a…

CryptoDeFiRisk management
OKX Learn

The article describes how memecoin activity contributes to blockchain ecosystems, focusing on competition between Solana and Base. It reports that Solana’s first-half 2025 decentralized application revenue was $1.6 billion, with memecoins accounting for 62%,…

CryptoDeFiSentimentOn-chain data
OKX Learn

The document introduces USD1 as a dollar-pegged stablecoin backed, according to the text, by short-term U.S. Treasury bills, cash, and dollar deposits held by BitGo Trust Company. It describes WLFI as the project’s governance token and says USD1 is supported…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document presents RLUSD as Ripple’s dollar-pegged stablecoin for enterprise payments and describes BNY Mellon as its reserve custodian. It says the token is backed by segregated cash and cash equivalents and is intended to support faster, lower-cost…

CryptoDeFiOn-chain dataMarket microstructure