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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

9,660 documents

OKX Learn

The document describes custody and liquidity needs for institutions handling digital assets. It outlines custodial features such as multi-user permissions, governance workflows, security controls, and insurance, then contrasts those services with…

CryptoExecutionMarket microstructureSpot markets
OKX Learn

The document describes how blockchain tokens can represent stocks and exchange-traded funds, then discusses possible changes to access and trading. It highlights fractional ownership, around-the-clock trading, near-instant settlement, and participation…

EquitiesCryptoDeFiExecution
OKX Learn

The document contrasts two decentralized trading designs. Hyperliquid is described as a Layer 1 exchange using an on-chain order book, fast blocks, and perpetual contracts with leverage. Aster focuses on routing liquidity across chains, splitting orders to…

CryptoDeFiPerpetual futuresExecution
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 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 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 article explains how Ethereum’s EIP-1559 redesigned transaction fees. It contrasts the earlier first-price auction, in which users bid gas prices and miners favored higher bids, with a model that sets a per-block base fee according to recent block…

CryptoMarket microstructureExecutionOn-chain data
OKX Learn

The article explains the execution layer’s role in Ethereum and how it works alongside the consensus layer. Execution clients process transactions, run the EVM, maintain state, construct blocks, and expose APIs such as JSON-RPC; consensus clients coordinate…

CryptoOn-chain dataExecutionRisk management
OKX Learn

The document describes Visa’s reported expansion of stablecoin settlement across four stablecoins and four blockchains: PYUSD, USDG, EURC, and USDC on Ethereum, Solana, Stellar, and Avalanche. It presents this multi-asset, multi-chain approach as a way to…

CryptoExecutionMulti-assetUS markets
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 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
OKX Learn

The document explains Ethereum’s roadmap through five named phases: Merge, Surge, Verge, Purge, and Splurge. It describes the transition to proof of stake, Layer 2 rollups and EIP-4844 data blobs, proposed Verkle tree and statelessness work, historical data…

CryptoDeFiMarket microstructureRisk management
OKX Learn

This guide explains how NFTs are issued and traded on the XRP Ledger using the XLS-20 standard. It describes minting, transfers, burning, metadata, royalties, and configurable token rules, then outlines basic buying and listing workflows through XRPL…

CryptoSpot marketsExecutionRisk management
OKX Learn

This overview describes how traditional banks are adding services connected to digital assets, including custody, crypto-linked payment cards, and wire transfers for investment activity. It frames institutional interest partly around portfolio…

CryptoFixed incomeRisk managementExecution
OKX Learn

This beginner guide outlines a five-step process for purchasing cryptocurrency: choose a platform, create and verify an account, deposit funds, place an order, and secure the assets afterward. It compares dedicated exchanges, traditional brokers, and payment…

CryptoExecutionRisk managementSpot markets
OKX Learn

The document introduces Pendle as a DeFi protocol for separating a yield-bearing asset’s principal from its future yield, allowing the two components to be managed or traded separately. It presents this structure as a way to shape yield exposure, though it…

CryptoDeFiExecutionOn-chain data
OKX Learn

The document describes USDT0 as a Tether-linked, cross-chain token based on LayerZero’s Omnichain Fungible Token standard. Its central mechanism locks native USDT on Ethereum and mints an equivalent amount of USDT0 on a destination chain; the reverse…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document compares tokenized deposits, which are digital claims on deposits issued by regulated banks, with stablecoins, which are generally issued by non-bank firms and backed by reserves such as short-term government securities. It outlines their…

CryptoFixed incomeDeFiRisk management
OKX Learn

The document breaks Uniswap trading costs into pool fees, blockchain gas, and slippage. Pool fees vary by pool, with the article listing several example tiers and describing their distribution to liquidity providers. Gas costs depend on network activity and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This guide explains the main ways to access crypto markets through centralized exchanges, decentralized exchanges, and peer-to-peer platforms. It outlines common comparison criteria, including supported assets, fees, payment methods, geographic access,…

CryptoSpot marketsRisk managementExecution
OKX Learn

The article describes an Arbitrum Foundation program that subsidizes smart contract audits, including its funding period and requirement that supported projects use approved audit firms. It presents DAO approval as an example of community governance and…

CryptoDeFiRisk managementExecution
OKX Learn

The document outlines Plasma’s USDT Locked Product, which combines a stated 2% annual yield with XPL token rewards and a reported initial deposit cap that filled rapidly. It describes fee-free USDT transfers as a feature of Plasma’s blockchain and says…

CryptoDeFiCarryRisk management
OKX Learn

The document introduces Hyperion, an Aptos decentralized exchange that combines concentrated liquidity market making (CLMM), directional liquidity market making (DLMM), aggregators, and vaults. CLMM lets liquidity providers allocate capital within selected…

CryptoDeFiMarket makingExecution
OKX Learn

The document describes the Rumble Wallet, a non-custodial wallet developed through a Tether and Rumble partnership. It outlines support for Bitcoin, USDT, Tether Gold, and USAT, plus MoonPay integration for buying, selling, and swapping digital assets using…

CryptoExecutionSpot markets