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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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 article describes Metaplanet’s plan to build a large Bitcoin treasury, fund acquisitions through share offerings and bond issuance, and establish subsidiaries in the United States and Japan. It presents Bitcoin as a potential hedge against yen…

CryptoOptionsDerivatives pricingRisk management
OKX Learn

The document presents AIXBT as a token for the Virtuals protocol, describing a proposed role in supporting AI agents that monitor blockchain events and carry out actions such as portfolio rebalancing, DeFi activity, and NFT trading. It also outlines claimed…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The document describes how large cryptocurrency holders can affect prices and shape market sentiment through accumulation and sell-offs. It frames wallet activity as a possible signal: buying during declines may suggest confidence, while selling may reflect…

CryptoOn-chain dataSentimentVolatility
OKX Learn

The document discusses a reported US investigation, Operation Red Sunset, into possible security risks associated with Chinese-made Bitcoin mining equipment. It describes investigators’ concerns about remote control or interference, the placement of mining…

CryptoRisk managementMarket microstructureUS markets
OKX Learn

The document introduces crypto exchange-traded funds as a way to gain exposure to digital assets without directly holding them. It focuses on institutional interest in Polkadot and Sui, describing a smart contract fund that holds several blockchain assets,…

CryptoPortfolio constructionRisk managementDeFi
OKX Learn

The document explains Casascius coins, physical Bitcoin collectibles produced from 2011 to 2013 with private keys protected beneath tamper-evident holograms. It describes the reported activation of two long-inactive wallets, each holding 1,000 BTC, and their…

CryptoOn-chain dataSpot marketsRisk management
OKX Learn

The document surveys factors presented as supporting Ethereum’s price and longer-term adoption. It points to a recent price surge, resistance near $4,000, spot ETF inflows, and on-chain strength, while citing a bullish flag and rising On-Balance Volume as…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document compares bullish forecasts for XRP and Dogecoin, linking them to regulatory developments, institutional access, payment use, platform integrations, and community activity. It reports an XRP forecast of $11.50–$20 by the end of 2025 and a…

CryptoSentimentRisk managementSpot markets
OKX Learn

The document presents a bullish XRP outlook built around a symmetrical triangle pattern, positive MACD momentum, and specified support and resistance zones. It reports analyst forecasts of $20–$30 for the current cycle, while describing the chart signals as…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

This guide maps the Solana ecosystem, describing proof-of-history combined with proof-of-stake and parallel contract execution as foundations for high-throughput applications. It groups projects into decentralized finance, NFTs and gaming, wallets, and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This guide compares Bitcoin and Solana across consensus, transaction capacity, fees, supply, reliability, security, and ecosystem use. It characterizes Bitcoin’s proof-of-work design as emphasizing established security, decentralization, and a capped supply,…

CryptoSpot marketsDeFiRisk management
OKX Learn

This article introduces LayerZero as a protocol for messaging between blockchains and explains its Omnichain Fungible Token standard. In the described model, a token can be issued natively across supported chains; transfers use burning on the source chain…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

This white paper describes DOOD as a utility token intended for participation in the Doodles digital ecosystem, including planned engagement rewards and community governance. It says the token has no obligations attached to ownership, does not promise a…

CryptoRisk managementOn-chain data
OKX Learn

The document describes Walrus’s WAL token distribution around its mainnet launch, including allocation to early testnet participants and users active in Sui decentralized finance. It reports that soulbound NFTs were used in connection with the airdrop and…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document describes a crypto arbitrage setup that pairs a spot long with a perpetual futures short, aiming to capture price or funding-related differences while limiting directional exposure. It adds a staking component for selected assets, naming ETH and…

CryptoArbitrageSpot marketsPerpetual futures
OKX Learn

The document presents XRP as a digital asset intended to support cross-border settlement, describing the XRP Ledger’s consensus design and Ripple’s use of XRP as a bridge asset. It reviews the SEC case and subsequent legal developments, then connects…

CryptoSpot marketsRisk management
OKX Learn

The document surveys seven possible uses of ChatGPT in crypto: trading education, market analysis, strategy drafting, price forecasting, risk guidance, portfolio monitoring, and news review. It also gives a high-level explanation of how a language model…

CryptoMachine learningRisk managementPortfolio construction
OKX Learn

The document explains real-world asset tokenization as issuing blockchain tokens that represent claims on assets such as real estate, bonds, commodities, or private credit. It describes potential benefits including fractional ownership, improved…

CryptoFixed incomeCommoditiesDeFi
OKX Learn

The article examines dYdX’s scheduled December 1, 2025 token release, describing how a large addition to circulating supply could affect selling pressure and volatility. It notes that past unlocks had mixed price outcomes and argues that market conditions,…

CryptoPerpetual futuresRisk managementDeFi
OKX Learn

The document reports that on February 18, 2025, a pseudonymous Chinese crypto user identified as Hu Lezhi sent 603 ETH to an Ethereum burn address and made donations totaling 1,950 ETH to several recipients, including WikiLeaks and Ukraine. It explains the…

CryptoOn-chain dataSentiment
OKX Learn

The document surveys several approaches to cryptocurrency price forecasting, focusing on Bitcoin. It describes power-law fitting to historical prices, quantile regression for estimating conditional price ranges, and compound annual growth rate as a…

CryptoStatisticsMachine learningBacktesting