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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 HumidiFi’s proprietary automated market maker model and Jupiter’s role as a trade aggregator and token launch platform in Solana’s DeFi ecosystem. It says Prop AMMs source liquidity from token creators rather than relying on external…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document presents Alpenglow as a proposed Solana upgrade focused on reducing block finality time. It attributes the change to Votor, a direct-vote consensus approach that aims to finalize blocks in one or two voting rounds, and to off-chain voting with…

CryptoHigh-frequency tradingExecutionMarket microstructure
OKX Learn

The document surveys wallet-integrated decentralized exchange features, focusing on automated transaction signing within a trusted execution environment and the use of limit orders. It presents auto-signing as a way to reduce manual steps while keeping…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document compares OKX, Coinbase, and Kraken for U.S. users using a platform-selection framework. Its stated pillars are security and trust, user experience, product ecosystem, liquidity and asset selection, and fees. The profiles map these factors to…

CryptoExecutionMarket microstructure
OKX Learn

The article describes PancakeSwap v3’s launch on Solana and focuses on concentrated liquidity automated market maker pools. Liquidity providers can allocate capital within chosen price ranges rather than distributing it across the full price curve. This can…

CryptoDeFiMarket makingRisk management
OKX Learn

The article explains Circle’s native USDC deployment on Hyperliquid’s HyperEVM and the use of Cross-Chain Transfer Protocol version 2. It presents direct minting and redemption as a way to move USDC between supported chains without relying on third party…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The article explains security token offerings as regulated issuance of securities represented on a blockchain, contrasting them with less regulated token launches. It uses MyStonks as an example, describing a US STO filing, disclosure obligations, and a…

EquitiesUS marketsSpot marketsExecution
OKX Learn

The document describes Chainflip’s proposed cross-chain lending setup, emphasizing loans involving native Bitcoin without wrapped tokens or bridges. It distinguishes generalized lending for crypto users from Chainflip Liquidity Lending, which is aimed at…

CryptoDeFiMarket makingExecution
OKX Learn

The article explains why Binance Smart Chain may attract memecoin traders, pointing to relatively low transaction costs, quick processing, and network upgrades intended to raise capacity. It discusses decentralized exchange activity, with PancakeSwap…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document describes OKX Pay and OKX Card as a route from euro deposits to fiat-backed stablecoins and everyday payments. The card is presented as a euro-denominated virtual debit card that converts stablecoins at the point of sale, while Pay may also…

CryptoDeFiExecution
OKX Learn

The document sketches several design ideas for decentralized trading platforms, using DeriW and CoinW as examples. It describes zero-gas-fee trading, an Arbitrum Orbit Layer 3 based on optimistic rollups, and a Pendulum automated market maker that adjusts…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains how transaction fees affect confirmation priority and how fee rules differ across blockchains. In auction-style systems such as Bitcoin and Ethereum, miners or validators generally prefer transactions offering higher fees when block…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The document explains a cryptocurrency pair as a quoted relationship between a trade asset and a quote currency. In a BTC/USDT spot pair, USDT is the quote currency: a trader can use it to buy BTC or sell BTC to receive USDT. Understanding which asset…

CryptoSpot marketsExecution
OKX Learn

The guide introduces peer-to-peer crypto trading as a business built around matching buyers and sellers, with potential opportunities from price differences across advertisements, spot markets, and exchanges. It also points to regional variation in demand,…

CryptoArbitrageExecutionRisk management
OKX Learn

The guide compares three ways to sell crypto on OKX: Express Sell for a guided fiat conversion, peer-to-peer trading for locally chosen payment methods, and spot trading for orders against available trading pairs. It outlines the general steps for each…

CryptoSpot marketsExecutionRisk management
OKX Learn

A stop order activates when the market reaches a trader-set trigger price, after which it submits an order that may have a separate execution price. The document explains how take-profit and stop-loss orders can be used to close positions, and how stop…

CryptoExecutionRisk managementMarket microstructure
OKX Learn

The document explains how large Bitcoin holders can affect supply, liquidity, volatility, and trader sentiment. It describes TWAP as a way to divide a large order into smaller trades over a chosen period, aiming to reduce visible market impact. It also…

CryptoExecutionMarket microstructureOn-chain data
OKX Learn

The article explains how simulated crypto accounts can help beginners learn platform interfaces, order types, chart tools, and market behavior without risking real funds. Experienced traders can also use them to rehearse trades or refine strategies. It…

CryptoBacktestingExecutionTechnical indicators
OKX Learn

The article compares centralized exchanges (CEXs), which intermediate trades and hold or manage user accounts, with decentralized exchanges (DEXs), which facilitate peer-to-peer trading through blockchain systems. It contrasts typical access and operating…

CryptoDeFiMarket microstructureExecution
OKX Learn

This article profiles SHRUB, a Solana meme token associated with a viral social media post about a hedgehog. It attributes attention to the token’s origin story, online community activity, and reported recent gains relative to other meme coins. It also…

CryptoSpot marketsExecutionSentiment
OKX Learn

The document explains how hardware wallets keep private keys offline while using a connected computer or phone to prepare transactions. The wallet signs a transaction after the user checks and approves it on the device, reducing exposure if the connected…

CryptoRisk managementExecution
OKX Learn

This announcement describes Nitro Spreads, an institutional venue for trading crypto futures spreads, basis positions, funding-rate arbitrage, and delta rolls. Its central execution feature is to route both legs through a central order book, allowing traders…

CryptoFuturesArbitrageExecution
OKX Learn

The document introduces Loopring as an Ethereum Layer 2 protocol that groups transactions off-chain and posts limited information to Ethereum. It describes this batching approach as a way to increase transaction throughput and lower costs while retaining…

CryptoDeFiExecution
OKX Learn

The document introduces the Ethereum Virtual Machine as the execution environment that lets network nodes run smart contracts and agree on blockchain state changes. Developers compile contracts into bytecode, and transactions call functions in that code.…

CryptoDeFiExecutionRisk management