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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

8,431 documents

OKX Learn

The document explains how leverage lets crypto traders control positions larger than their posted capital, amplifying both gains and losses. It describes liquidation as a consequence of adverse price moves that reduce margin below a platform’s threshold, and…

CryptoRisk managementPosition sizingPerpetual futures
OKX Learn

The article introduces XPL/USDC perpetual contracts launched on Hyperliquid, describing perpetuals as derivatives without an expiry date and reporting leverage of up to 3x. USDC serves as collateral, so leveraged positions amplify exposure to XPL price…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The article explains the proposed use of blockchain tokens to represent ownership or claims connected to physical luxury goods, using whiskey as its example. It describes potential benefits such as recording ownership history, widening access to…

CryptoCommoditiesDeFi
OKX Learn

The document describes PayPal’s planned deployment of its dollar-backed stablecoin, PYUSD, on the Stellar network. It presents Stellar’s low-cost, fast settlement as a basis for cross-border transfers and payment flows, with potential benefits for businesses…

CryptoSpot marketsExecutionDeFi
OKX Learn

The document surveys tensions in UK crypto policy between limiting financial risks and supporting industry development. It discusses a cautious Bank of England stance toward bank exposure, Basel-style capital treatment for riskier crypto assets, and…

CryptoRisk managementSpot markets
OKX Learn

The article describes OKB as an exchange token associated with OKX and identifies Mingxing “Star” Xu as its founder. It recounts the sequence from Xu’s earlier Okcoin venture to OKEx, later renamed OKX, and the public launch of OKB. It says the token began…

CryptoSpot marketsOn-chain dataDeFi
OKX Learn

The document explains the Crypto Fear and Greed Index as a short-term sentiment gauge focused mainly on Bitcoin. It describes a score from extreme fear to extreme greed and outlines six inputs: volatility, market momentum and volume, social media activity,…

CryptoSentimentTechnical indicatorsVolatility
OKX Learn

The article presents Monad as an EVM-compatible Layer 1 blockchain intended to increase transaction throughput and reduce confirmation time. It attributes the stated performance targets of 10,000 transactions per second and sub-one-second finality to…

CryptoDeFiMarket microstructureExecution
OKX Learn

This monthly review links July 2024 price moves in Bitcoin and Ethereum to fund flows, token supply, creditor distributions, US politics, and network developments. Bitcoin rose 3% from about $62,700 to about $64,600, while Ethereum fell 6% from about $3,450…

CryptoEvent-drivenSentimentSpot markets
OKX Learn

The article explains Grayscale’s dispute with the SEC over a stay on the Digital Large Cap Fund (GDLC) ETF. The proposed fund would bundle Bitcoin, Ethereum, Solana, XRP, and Cardano, with Bitcoin described as 80% of holdings. It had initially received SEC…

CryptoMulti-assetUS marketsEvent-driven
OKX Learn

The article reviews factors it says may shape XRP’s price: a symmetrical triangle pattern, support and resistance levels, reported whale accumulation, possible US spot ETF decisions, seasonal history, institutional use, and retail sentiment. It identifies…

CryptoTechnical indicatorsBreakoutOn-chain data
OKX Learn

The document outlines how cross-chain bridges move assets, data, or instructions between blockchain networks and why their complexity creates security exposure. It identifies centralized components as a potential single point of failure and discusses smart…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document explains Velodrome Finance as an automated market maker on Optimism. Users swap tokens against liquidity pools, while liquidity providers deposit pairs to receive trading fees and pool incentives. Pools are described as either stable or…

CryptoDeFiMarket makingOn-chain data
OKX Learn

The document surveys developments in Solana’s ecosystem, focusing on Pump.fun’s token sale, its acquisition of a wallet analytics platform, and Solaxy’s proposed Layer 2. It describes Solaxy’s rollup approach as batching transactions off-chain before…

CryptoOn-chain dataDeFiExecution
OKX Learn

The document describes Hyperliquid as a decentralized exchange built on its own Layer 1, with an on-chain order book and a focus on fast trading. It presents USDC as the primary collateral and describes SOL’s role in cross-chain functionality and perpetual…

CryptoOn-chain dataMarket microstructurePerpetual futures
OKX Learn

The document explains hedging as taking an offsetting exposure to reduce the effect of spot price changes. It introduces futures and forwards as ways to set a future transaction price, and options as instruments that can limit downside exposure while…

Multi-assetSpot marketsDerivatives pricingRisk management
OKX Learn

The document outlines a speculative framework for assessing whether Dogecoin may break out of a trading range. It identifies resistance around $0.20–$0.25 and support around $0.19–$0.21, describing a move above resistance as potentially bullish and a drop…

CryptoBreakoutTechnical indicatorsMomentum
OKX Learn

The document surveys modern crypto wallet functions and user security practices. It describes time-limited transaction pre-approvals as a way to reduce repeated confirmations, alongside support for multiple Web3 networks and decentralized applications. These…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Tempo as Stripe and Paradigm’s proposed Layer 1 blockchain for payments, with a focus on cross-border transfers. It describes Ethereum and Solidity compatibility as a way to draw on an existing developer ecosystem, and presents lower…

CryptoDeFiExecution
OKX Learn

The document outlines Truther’s planned non-custodial Visa card for spending USDT from a user-controlled wallet in El Salvador. It describes a Polygon-based launch, local payment integrations, QR code payments, real-time settlement, and transfers that can be…

CryptoSpot marketsExecutionDeFi
OKX Learn

The document describes MiCA as the European Union’s framework for crypto-asset regulation and discusses Aave’s reported authorization through an Irish subsidiary to operate Push, a service for converting euros into crypto across the European Economic Area.…

CryptoDeFiSpot markets
OKX Learn

The document presents TOTAL3, which tracks crypto market capitalization excluding Bitcoin and Ethereum, as a way to assess altcoin market conditions. It combines chart patterns, market structure, and capital-flow indicators to frame a possible altcoin rally.…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

The document explains how a blockchain snapshot records account balances or activity at a chosen block height and can be used to determine eligibility for token distributions. It describes applications in airdrops, rewards for governance participation, and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document presents a market snapshot centered on Bitcoin consolidating between $116,000 and $120,000, with a daily close above the upper level framed as a possible move toward $125,000. It describes using RSI, MACD crossovers, and Fibonacci retracements…

CryptoBreakoutTechnical indicatorsMomentum