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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 Arc, a Circle-developed, EVM-compatible Layer 1 aimed at stablecoin finance and tokenized assets. Its central design choice is using USDC for transaction fees, which the article says can make costs more predictable than fees paid in…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The guide explains rollups as Layer 2 systems that execute or bundle transactions away from Ethereum mainnet and publish data or proofs back to it. It contrasts optimistic rollups, which accept transactions unless challenged with fraud proofs during a…

CryptoDeFiMarket microstructureRisk management
OKX Learn

This institutional exchange recap introduces an on-demand liquidity network that automates off-order-book trade execution and settlement, along with a loan pool offering eligible clients dedicated margin. The product descriptions point to execution and…

CryptoFuturesOptionsExecution
OKX Learn

The document explains how EIP-1559 changed Ethereum transaction fees. It contrasts the earlier first-price bidding model with a per-block base fee that adjusts according to block usage. The base fee is burned, while users may add a priority tip to encourage…

CryptoOn-chain dataExecutionMarket microstructure
OKX Learn

This beginner guide explains core crypto trading concepts, including long and short positions, realized and unrealized gains or losses, and the difference between short-term trading and long-term investing. It describes spot markets, derivatives, trading…

CryptoSpot marketsFuturesOptions
OKX Learn

The article explains the bridge-currency model: convert a sender’s fiat currency into XRP, transfer it across the XRP Ledger, then convert it into the recipient’s currency. It contrasts this flow with correspondent banking, where SWIFT messages instruct…

CryptoForexExecutionMarket microstructure
OKX Learn

The guide explains that crypto derivatives provide exposure to cryptocurrency price movements without requiring ownership of the underlying coins. It frames derivatives as tools for speculation, hedging, and portfolio management, then outlines features to…

CryptoDerivatives pricingPerpetual futuresExecution
OKX Learn

The article explains how exchanges can offer trades without explicit transaction fees and why the model may appeal to high-volume traders and beginners. Lower stated trading costs can matter when many transactions are made, but zero trading fees do not mean…

CryptoHigh-frequency tradingExecutionMarket microstructure
OKX Learn

This guide explains how to transfer cryptocurrency from a wallet or another exchange into an exchange account, using OKX as an example. The process is to select the asset and obtain its deposit address, enter that address in the sending platform, choose the…

CryptoSpot marketsExecutionRisk management
OKX Learn

The document explains Solana’s throughput, block times, fees, and design features, then compares its reported performance with Bitcoin and Ethereum. It attributes Solana’s speed to Proof of History, which helps order events, and parallel execution through…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document uses a series of reported AguilaTrades losses on Hyperliquid to explain how leverage magnifies both gains and losses. It describes liquidation as the automatic closure of positions when margin falls below a required threshold, and notes that…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document surveys design ideas used in decentralized liquidity protocols. It describes automated market makers as pool-based alternatives to order books and highlights yield-bearing assets, staking, and multi-chain access as ways protocols try to combine…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document surveys trading functions offered by Telegram bots, including copy trading, rapid purchases after liquidity is added, MEV-resistant swaps, cross-chain trading, and presale access. It names several bots and compares selected features, supported…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article surveys infrastructure priorities for digital asset trading and financial systems. Its main themes are scalable high-volume processing, real-time market data distribution, support for multiple asset types, and tokenization of real-world assets.…

CryptoMulti-assetExecutionMarket microstructure
OKX Learn

The document presents Orbs as a Layer-3 infrastructure project that adds execution services on top of Layer-1 and Layer-2 networks. It describes custom computation for decentralized applications, validator-operated services, and integrations intended to…

CryptoDeFiExecutionOn-chain data
OKX Learn

The document describes sending SOL from an exchange to a wallet and depositing SOL to an exchange. Its procedure covers obtaining a native Solana address, selecting the Solana network, entering the amount, completing security checks, and tracking the…

CryptoSpot marketsExecutionRisk management
OKX Learn

The document explains the difference between exchange custody and a self-custody Web3 wallet, where the user controls the private keys. It gives a general withdrawal workflow: prepare the receiving wallet, copy its address, select a compatible network,…

CryptoRisk managementExecutionDeFi
OKX Learn

The document explains how crypto trading bots execute orders when preset parameters or indicators are met. It presents automation as a way to monitor markets continuously, apply rules consistently, and respond quickly to price movements. It outlines several…

CryptoExecutionRisk managementBacktesting
OKX Learn

The document surveys factors shaping crypto exchange listings, including ethical scrutiny, liquidity programs, listing transparency, and competition between centralized and decentralized exchanges. It cites PancakeSwap’s reported $228.03 billion in trading…

CryptoMarket microstructureExecutionDeFi
OKX Learn

The document presents Flying Tulip as a proposed multi-service DeFi platform associated with Andre Cronje. Its described design combines spot and derivatives trading, automated market makers, and central limit order books across multiple blockchains. A…

CryptoDeFiDerivatives pricingExecution
OKX Learn

The document explains how to connect an OKX account to TradingView and place crypto trades from its charting interface. It covers account authorization, finding OKX markets, using the order panel, and enabling instant order placement. It also describes…

CryptoExecutionPerpetual futuresRisk management
OKX Learn

The document describes Quai Network’s integration with Wormhole’s Native Token Transfers standard. It explains the distinction between transferring native tokens and using wrapped representations: the stated aim is to preserve token ownership, metadata, and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

A crypto order book displays outstanding bids and asks for a trading pair. The article explains price, order quantity and cumulative total, along with the best bid and ask, mid-market price and spread. It describes price-time matching in broad terms: an…

CryptoMarket microstructureExecutionSpot markets
OKX Learn

The document explains the steps involved in withdrawing crypto or fiat from OKX. Crypto withdrawals require asset and network selection, a recipient address, and account verification; after submission, the transfer must be processed by the exchange and…

CryptoExecutionMarket microstructure