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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 compares Solana and Avalanche across consensus design, throughput, fees, ecosystems, developer tools, and reliability. It presents Solana’s Proof of History combined with Proof of Stake as an approach aimed at efficient transaction ordering and…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document describes Plasma as a blockchain focused on stablecoin transfers and use in decentralized finance. It presents sponsored USDT transfers through a paymaster mechanism, PlasmaBFT consensus for transaction finality and scale, compatibility with…

CryptoDeFiSpot marketsExecution
OKX Learn

The document surveys NEAR as a proof-of-stake Layer 1 designed to support decentralized applications, with a focus on usability and scalability. Its Nightshade sharding approach divides processing across shards, while the Blockchain Operating System (BOS)…

CryptoDeFiOn-chain dataExecution
OKX Learn

The guide explains the difference between standard Solana unstaking and instant unstaking through an exchange service. Standard unstaking follows network epoch boundaries, leaving SOL unavailable during the waiting period and ending reward accrual when…

CryptoSpot marketsExecutionRisk management
OKX Learn

The document outlines an Orca DAO proposal that combines staking SOL through a dedicated validator with purchases of ORCA funded from treasury assets. It says repurchased tokens could be burned, used for staking rewards, or allocated as ecosystem grants,…

CryptoDeFiRisk managementExecution
OKX Learn

The document describes SWFTC as a utility token for the SWFT Blockchain, a service for swapping and transferring assets across different blockchains. It explains that users can pay fees with SWFTC for discounts and outlines a basic swap flow: choose a source…

CryptoDeFiExecutionMulti-asset
OKX Learn

The document explains how stablecoins may support cross-border payments by reducing settlement delays and reliance on intermediaries. It also discusses their potential roles in business liquidity management and as a way to access digital payments without…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes a wallet-based peer-to-peer crypto market where users can post buy and sell offers, trade tokens across six chains, and arrange block trades. It contrasts this order-based, over-the-counter approach with automated market maker…

CryptoExecutionMarket microstructureDeFi
OKX Learn

The document explains how tokenization represents real-world assets, including securities, as blockchain-based tokens. It describes potential benefits such as faster settlement, lower costs, fractional ownership, and automated functions like dividend…

EquitiesMarket microstructureExecutionDeFi
OKX Learn

The document explains the distinction between connected wallets and offline hardware wallets, presenting cold storage as a way to reduce exposure of private keys to online threats. It surveys several wallet brands and mentions features such as open-source…

CryptoRisk managementExecution
OKX Learn

This article outlines Hyperliquid as a decentralized exchange built around an on-chain order book and a proprietary Layer 1. It describes the venue as targeting fast execution and transparent trading, and names HyperBFT as its consensus mechanism. Other…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

This overview describes Linea as an Ethereum Layer 2 network using a zkEVM, with EVM compatibility intended to let developers deploy existing applications without code changes. It outlines a reported token allocation, a transaction fee burn involving ETH and…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document explains how XRP wallet recovery depends on whether the wallet is custodial or non-custodial and which backups remain available. A seed phrase or private key can restore a wallet through compatible software; a wallet file may be recoverable with…

CryptoRisk managementExecution
OKX Learn

The document introduces Berachain’s three-token design, its inflationary BERA supply model, and Proof of Liquidity, a consensus approach described as rewarding liquidity provision and tying network incentives to ecosystem activity. It also discusses…

CryptoDeFiExecutionTechnical indicators
OKX Learn

The document argues that investors’ concentration in domestic markets can reflect practical barriers as well as preferences. It describes currency conversion markups, tax forms, separate custody arrangements, and private-market eligibility rules as obstacles…

Multi-assetCryptoEquitiesExecution
OKX Learn

The document surveys liquidity in crypto markets, from centralized exchange order books to decentralized exchange pools using automated market makers. It characterizes centralized venues as generally deeper and faster, while noting withdrawal and control…

CryptoMarket microstructureExecutionArbitrage
OKX Learn

The document explains that a crypto wallet manages the cryptographic keys used to access assets recorded on a blockchain; it does not contain the coins themselves. It describes how private keys sign transactions, how public keys relate to receiving…

CryptoRisk managementExecutionDeFi
OKX Learn

The document outlines three ways to acquire cryptocurrency: depositing funds from a linked bank account through an exchange, buying directly from another user through a peer-to-peer platform, and using a Web3 wallet to trade existing tokens on a…

CryptoSpot marketsExecutionDeFi
OKX Learn

The article introduces XRP’s consensus mechanism and presents speed, transaction costs, and liquidity as attributes relevant to cross-border payments. It describes RippleNet as an alternative to payment routes involving multiple intermediaries and claims…

CryptoRisk managementExecutionSpot markets
OKX Learn

The document gives a general overview of XRP and the XRP Ledger, describing the asset’s use in payments, its consensus-based transaction validation, and its availability on several centralized exchanges. It includes a section framed as instructions for…

CryptoSpot marketsExecution
OKX Learn

The document uses a large ADA swap into the Cardano stablecoin USDA to illustrate how a trade that is large relative to a pool’s depth can move the execution price sharply. It reports that the wallet exchanged 14.4 million ADA, valued at about $6.9 million,…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes an institutional arrangement in which a digital asset manager can trade around the clock on a platform while a separate custodian holds its assets in segregated custody and cold storage. A mirroring and off-exchange settlement setup is…

CryptoFuturesOptionsExecution
OKX Learn

The document offers a broad introduction to crypto market analysis, suggesting traders follow regulatory, technical, and market events that may affect token prices. It recommends comparing longer-term charts with relevant news to study how a token has…

CryptoTrend followingTechnical indicatorsExecution
OKX Learn

The article separates crypto withdrawal costs into blockchain network fees and any additional fee charged by the exchange. Network costs vary with congestion and are paid to process the transaction; exchange charges reflect platform policy. Because the…

CryptoExecutionMarket microstructureDeFi