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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

9,660 documents

OKX Learn

The document describes Byreal as a Solana-based decentralized exchange designed to combine centralized exchange liquidity with on-chain transparency. Its execution features include Request for Quote trading, intended to solicit competitive prices, and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article explains how a decentralized exchange aggregator compares token prices and liquidity across venues, then routes or splits a swap to manage price impact, fees, and slippage. It presents Jupiter as a Solana-based aggregator using its Metis routing…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The guide explains that an Ethereum wallet manages a public address for receiving assets and private keys or a recovery phrase for authorizing transactions. It compares hardware wallets, which keep keys offline and require physical confirmation, with mobile…

CryptoRisk managementExecutionDeFi
OKX Learn

The document explains tokenization as representing ownership in a private equity fund with blockchain-based digital tokens. It describes JPMorgan’s Kinexys platform as a system for recording ownership and using smart contracts to automate transfers and…

CryptoEquitiesMarket microstructureExecution
OKX Learn

The guide distinguishes Dogecoin’s on-chain transfer fee from an exchange or hosted wallet’s separate withdrawal charge. It says network fees depend chiefly on transaction size and complexity: a transfer combining many small UTXOs can require more data and…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

This guide compares hardware, software, custodial, and non-custodial wallets for holding TRX. It frames the choice as a tradeoff between offline protection, convenience, and control of private keys. It also describes safeguards such as multisignature…

CryptoRisk managementDeFiExecution
OKX Learn

The article describes Maple Finance’s use of Chainlink’s Cross-Chain Interoperability Protocol to support syrupUSDC transfers and minting across Ethereum and Solana. It characterizes CCIP as using oracle verification, rate limits, and smart contract…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The document introduces contract trading as agreeing in advance on an asset’s price and transaction date, with examples spanning agriculture, energy, and financial markets. It explains that delayed negotiations can leave parties exposed to changing market…

Multi-assetRisk managementExecutionMarket microstructure
OKX Learn

The document describes a reported legal conflict between Maple Finance and the Core Foundation over their liquid-staked Bitcoin product, lstBTC, and Maple’s competing syrupBTC product. It says the partnership included exclusivity, confidentiality, and…

CryptoDeFiRisk managementExecution
OKX Learn

The document introduces Ronin as an Ethereum-compatible sidechain built for blockchain gaming, describing its focus on low-cost, high-speed transactions and its connection to Axie Infinity. It explains that RON is used for transaction fees, staking,…

CryptoExecutionRisk management
OKX Learn

The article explains maximal extractable value (MEV) as value gained by influencing transaction order, particularly when pending trades are visible before block inclusion. It describes front-running, back-running, and sandwich attacks, in which an actor…

CryptoDeFiMarket microstructureExecution
OKX Learn

The guide explains that blockchain transaction costs vary with network demand and computational complexity. For Ethereum, it distinguishes gas price from total fees, which also depend on the gas units consumed; it contrasts this model with transaction fees…

CryptoExecutionDeFiMarket microstructure
OKX Learn

Maximal extractable value (MEV) arises when block producers or other transaction-ordering participants use pending trade information to change transaction order and capture value. The document describes front-running, back-running, and sandwich attacks,…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document introduces INIT as the native token of the Initia L1 blockchain, describing the network as an L1 connected with interwoven rollups. It says the token is used for transactions, governance, and incentives, and presents a basic DEX purchasing…

CryptoDeFiExecutionRisk management
OKX Learn

The document introduces Layer 2 systems as ways to process activity outside a base blockchain and settle results back to Layer 1, aiming to reduce congestion, transaction costs, and delays. It compares optimistic and zero-knowledge rollups, which post data…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document introduces Jupiter as a Solana decentralized exchange aggregator that routes token swaps across liquidity pools. It describes related trading and execution tools, including limit orders, perpetual futures, dollar-cost averaging, and…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The article describes HyperLiquid as an on-chain trading venue offering perpetual futures with leverage of up to 50x. It highlights a fully on-chain order book, fast confirmations, low stated fees, and TWAP orders, which it frames as useful for spreading…

CryptoPerpetual futuresExecutionMarket microstructure
OKX Learn

The document introduces tokenized stocks as blockchain tokens representing traditional equity, highlighting potential features such as round-the-clock trading, faster settlement, broader access, fractional ownership, and programmable portfolio tools. It…

EquitiesCryptoExecutionMarket microstructure
OKX Learn

The document explains pre-market futures as derivatives that let traders take price exposure to tokens before their official exchange listing, without owning the tokens. It contrasts standardized, expiry-based contracts with peer-to-peer over-the-counter…

CryptoFuturesRisk managementExecution
OKX Learn

The crypto sections describe Jupiter as a Solana decentralized exchange aggregator that searches across venues and routes swaps to access liquidity and seek better execution than a single exchange may provide. The article also discusses JUP trading pairs,…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains Circle's USDC issuance on Solana and links the network's speed and low transaction costs to stablecoin use in trading, decentralized finance, and payments. It reports that Circle minted 2.25 billion USDC on Solana in a month and…

CryptoDeFiSpot marketsExecution
OKX Learn

The article explains Render as a decentralized marketplace that connects creators needing GPU rendering with operators who contribute otherwise idle graphics processors. Creators submit jobs and pay according to estimated usage, while the network matches…

CryptoExecutionMachine learningRisk management
OKX Learn

The document describes Sei as a Layer 1 blockchain designed for trading applications. It outlines its stated use of parallel transaction execution, Cosmos SDK and IBC interoperability, and Ethereum Virtual Machine compatibility. It also highlights a built-in…

CryptoDeFiMarket microstructureExecution
OKX Learn

This guide outlines two ways a US business can use Bitcoin: accept it as payment or hold it as a treasury asset. For payments, it compares using a processor that can handle conversion and settlement with receiving Bitcoin directly and managing custody. It…

CryptoRisk managementExecutionSpot markets