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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 article describes Sophon as a Layer 2 network built with the ZK Stack and Validium, within ZKsync’s broader Elastic Chain vision. It explains the intended trade-offs: Validium is presented as supporting higher throughput and lower transaction costs,…

CryptoDeFi
OKX Learn

The document reviews Pi Network’s reported price surge and uses a 25-period exponential moving average, trading volume and nearby price levels to frame a short-term outlook. It describes the move above a stated breakout level as a sign of bullish momentum,…

CryptoMomentumTechnical indicatorsRisk management
OKX Learn

The document surveys risks around Lido’s liquid staking token stETH. It notes that Lido’s large share of staked ETH raises concerns about concentration, and mentions a proposed dual governance design intended to balance stakeholder influence. It also…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The white paper describes BIO as a utility token for the BIO Protocol, a decentralized science platform. It states that the token is issued on Ethereum, Base, and Solana, with a maximum supply of 3.32 billion. Listed uses include proposing and voting on…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The article attributes KAITO’s June 2025 rise to interest in Kaito’s AI-based crypto information platform, user incentives, partnerships, and investor backing. It describes Kaito Pro as aggregating information from many sources and the Yaps Program as…

CryptoMachine learningSentimentRisk management
OKX Learn

The article describes how interest-rate expectations, inflation concerns, regulation, and institutional activity may shape Bitcoin and Ethereum ETF flows in 2025. It distinguishes short-term withdrawals, which it links to macro uncertainty, profit-taking,…

CryptoSentimentMachine learningVolatility
OKX Learn

The document explains XRP’s token supply management through monthly escrow releases, with unused amounts returned to escrow, and describes transaction fees that are burned on the XRP Ledger. It presents these mechanisms as influences on circulating supply…

CryptoOn-chain dataEvent-drivenDeFi
OKX Learn

The article surveys several lenses for assessing ETH: futures positioning relative to spot, technical support and resistance, fair value gaps, staking and validator economics, fee burns, and valuation models based on network activity or DeFi metrics. It also…

CryptoFuturesTechnical indicatorsDerivatives pricing
OKX Learn

The article describes several reported whale transactions to illustrate portfolio rotation among ETH, AAVE, MKR, WBTC, and USDC. It frames stablecoins as an intermediate asset for large trades and explains that staged selling may reduce market disruption. It…

CryptoDeFiArbitrageExecution
OKX Learn

The document describes Parataxis Holdings’ proposed $640 million merger with SilverBox Corp IV and its plan to operate as a publicly traded Bitcoin treasury company. It defines a BTC treasury as holding Bitcoin on a corporate balance sheet and presents…

CryptoSpot marketsPortfolio constructionRisk management
OKX Learn

The document outlines a qualitative framework for assessing early-stage crypto projects. It highlights technology addressing a clear problem, community engagement, alignment with market narratives, and token economics such as utility, staking, and supply…

CryptoMachine learningRisk managementPosition sizing
OKX Learn

The document introduces ISO 20022 as a structured messaging standard intended to support richer data and interoperability in financial communications, including cross-border payments. It describes SWIFT’s transition from legacy message formats and outlines…

CryptoMarket microstructureDeFi
OKX Learn

The document examines a reported transfer of 15,396 AAVE tokens, valued at about $2.57 million, to FalconX. It says the whale had acquired 20,396 AAVE for $4.89 million and describes the transfer as resulting in a $1.54 million loss. The article uses this…

CryptoOn-chain dataSentimentDeFi
OKX Learn

The article discusses Harvard’s reported investment in BlackRock’s spot Bitcoin ETF as an example of institutional exposure through a regulated fund rather than direct Bitcoin ownership. It argues that ETF access can simplify custody and security for large…

CryptoSpot marketsUS marketsPortfolio construction
OKX Learn

The document introduces perpetual contracts as derivatives that track an underlying asset without requiring ownership and lack a fixed expiration date. It identifies two mechanics: funding payments between long and short holders intended to keep contract…

CryptoDerivatives pricingPerpetual futuresRisk management
OKX Learn

The guide compares Ethereum, Solana, Avalanche, and Cosmos as foundations for Web3 applications. It proposes evaluating platforms by smart contract support and language, developer tools, transaction capacity and cost, user base, security, and…

CryptoDeFiHigh-frequency trading
OKX Learn

The document explains how decentralized exchanges differ from centralized platforms, emphasizing self-custody and the reduced reliance on an account-based intermediary. It describes ways Bitcoin may enter decentralized finance, including bridges,…

CryptoExecutionMarket microstructurePerpetual futures
OKX Learn

The document interprets Dogecoin’s price swings through the role of public narratives, particularly speculation linking the token to Donald Trump’s reelection, the Department of Government Efficiency, and Elon Musk. It argues that this attention helped…

CryptoMomentumSentimentVolatility
OKX Learn

The document surveys stablecoin designs and their potential roles in payments and treasury operations. It distinguishes fiat-backed, commodity-backed, crypto-backed, and algorithmic models, noting differences in reserves, collateral, and peg mechanisms. It…

CryptoDeFiExecutionRisk management
OKX Learn

The document recounts LIBRA’s rapid rise and collapse, focusing on reports that a small number of wallets held a large share of its supply and that funds were withdrawn from liquidity pools. It describes how concentrated ownership and thin liquidity can…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document explains how Bitcoin’s proof-of-work mining validates transactions through competition to solve cryptographic puzzles, and links that process to energy use. It describes claimed environmental and community effects, including emissions, noise,…

CryptoRisk management
OKX Learn

The document compares software, hardware, paper, and web wallets for storing Litecoin. It frames the choice around convenience and control: software wallets suit frequent use, hardware wallets keep keys offline for longer-term storage, and web wallets rely…

CryptoRisk managementSpot markets
OKX Learn

The document surveys stablecoins as payment instruments, emphasizing their fiat-linked value, lower intermediary costs, and potential for faster domestic and cross-border transfers. It describes corporate and retailer payment adoption, closed-loop stablecoin…

CryptoDeFiMulti-assetUS markets
OKX Learn

The article surveys business models and activity it associates with cryptocurrency profitability, including Bitcoin mining, AI compute services, cloud mining, DeFi fees, Ethereum layer-2 scaling, Solana applications, token buybacks, DePIN, and tokenized…

CryptoDeFiMachine learningOn-chain data