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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

8,431 documents

OKX Learn

This overview introduces cryptocurrency options as contracts that give the holder the right, but not the obligation, to buy or sell at a set price within a defined period. It sketches several strategies: long calls and puts for directional exposure, covered…

CryptoOptionsRisk managementPosition sizing
OKX Learn

The document explains take-profit and stop-loss orders as tools for automatically closing a position after a chosen price condition. It distinguishes conditional orders from one-cancels-the-other orders, and describes market and limit execution. Take-profit…

CryptoRisk managementExecutionTechnical indicators
OKX Learn

The article considers how token delistings can affect crypto market behavior, noting that exchange removals may trigger panic selling and sharp price declines. It also suggests delistings could contribute to short squeezes if traders holding short positions…

CryptoMean reversionVolatilityOn-chain data
OKX Learn

The article describes Aethir as a decentralized GPU computing platform serving AI and gaming workloads. It reports that the company earned $36 million in its first year, grew 10% month over month, and reached $7.6 million in monthly recurring revenue by…

CryptoMulti-assetStatisticsDeFi
OKX Learn

The article compares Bitcoin and Ethereum as payment assets for online betting, describing Ethereum’s smart contracts, blockchain-based settlement, and purportedly faster transactions as features used by betting platforms. It also discusses provably fair…

CryptoVolatilityStatisticsDeFi
OKX Learn

The document explains tokenized gold as blockchain tokens linked to fractional claims on physical gold held in vaults. It names Tether Gold and Paxos Gold as examples, describes tokenized gold as an alternative source of gold exposure to traditional…

CryptoCommoditiesDeFiRisk management
OKX Learn

The document introduces blockchain indices as baskets that track selected crypto or blockchain-related assets, offering diversified exposure. It also describes speculation as trading on expected price movement and names Bitcoin hot supply, the stablecoin…

CryptoStatisticsSentimentPortfolio construction
OKX Learn

The article treats large-holder purchases during price declines as a possible sentiment signal, describing accumulation in Bitcoin, Cardano, Dogecoin, XRP, and an emerging payment token. It connects these flows with potential confidence in recovery, but…

CryptoOn-chain dataSentimentTechnical indicators
OKX Learn

The document explains why governments might hold bitcoin as part of national reserves, comparing it with gold and citing diversification, inflation protection, portability, and monetary autonomy as possible motivations. It describes the United States’ 2025…

CryptoPortfolio constructionRisk managementUS markets
OKX Learn

The document describes Pump.fun as a low-friction Solana token launch platform, outlining its demand-based bonding curve, launch rules, and transition of successful tokens to PumpSwap. The curve raises token prices as demand grows, while the platform’s ban…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document surveys Tron’s development from a content-distribution project into a smart-contract blockchain ecosystem. It explains that Tron uses delegated proof of stake, in which TRX holders elect a limited set of Super Representatives, and describes the…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The article outlines a vision in which cryptography and blockchain ledgers support ownership of digital and physical assets. It discusses Bitcoin as a globally accessible property record, stablecoins as a step toward representing securities and commodities…

CryptoDeFiFixed incomeCommodities
OKX Learn

The document presents several explanations for Solana’s price strength: institutional purchases and treasury plans, memecoin trading that adds network activity, whale accumulation, higher trading volume, and broader crypto-market and currency trends. It also…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document outlines pressures on Bitcoin miners as block subsidies decline and operating costs and network difficulty challenge profitability. It describes the April 2024 halving, which reduced the subsidy from 6.25 BTC to 3.125 BTC per block, and frames…

CryptoRisk management
OKX Learn

This dated market commentary describes short-term conditions in Bitcoin and Ether derivatives. It reports that implied volatility declined across maturities, after Ether volatility briefly rose at the front end around improved expectations for an ETF…

CryptoFuturesOptionsVolatility
OKX Learn

The guide explains that a wallet displays assets associated with an address on a particular blockchain, while a portfolio value also changes with token prices. To verify a balance, it recommends checking the wallet app and looking up the public address in a…

CryptoOn-chain dataRisk management
OKX Learn

The document presents a bullish Bitcoin thesis built around chart signals, investor demand, macroeconomic conditions, and regulatory developments. It points to a descending triangle breakout and bullish RSI divergence, alongside reduced selling by holders,…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document describes Loomlay as a no-code platform for creating and connecting autonomous AI agents, with a claimed deployment base on Base and bridge support for Solana. Its components include a visual agent builder, configurable plugins, and a…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The document introduces an open protocol concept for enabling software agents to conduct commercial workflows, extending beyond one-off payments. It describes a lifecycle that can include service quotes, negotiation, usage metering, payment, settlement, and…

CryptoExecutionDeFiMarket microstructure
OKX Learn

The document reviews reported large-holder activity around ASTER, an exchange token, and considers how accumulation and exchange withdrawals might affect market supply and sentiment. It cites a large purchase and reported holdings by a public figure as…

CryptoSentimentOn-chain dataTechnical indicators
OKX Learn

The document explains how leveraged positions can amplify losses when market liquidity thins. Liquidation occurs when collateral can no longer support a position, while exchange mechanisms such as auto-deleveraging may add selling pressure during a cascade.…

CryptoRisk managementPerpetual futuresMarket microstructure
OKX Learn

The document surveys Cardano and Ripple through three themes: large-holder activity, technology and scaling, and institutional use. It explains that whale accumulation can reduce exchange liquidity and potentially affect prices, mentions XRP breaking…

CryptoOn-chain dataBreakoutDeFi
OKX Learn

The document presents a bullish interpretation of Shiba Inu market signals, focusing on falling exchange reserves, reported whale accumulation, and movement of tokens into cold storage. It also describes cup-and-handle and double-bottom chart patterns,…

CryptoOn-chain dataTechnical indicatorsSentiment
OKX Learn

The article presents HyperGPT as a blockchain-based marketplace for exchanging and monetizing AI services. It describes a model in which a native token supports payments, access to premium features, and community rewards. Partnerships are used to illustrate…

CryptoMachine learningDeFiSentiment