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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 document explains crypto liquidity as the ability to trade without materially moving price, linking low liquidity with slippage, volatility, and difficulty exiting large positions. It describes Web3 hubs as aggregators that combine orders or liquidity…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article surveys how geopolitical shocks, oil prices, inflation, currency movements, Treasury yields, regulation, and institutional demand may affect Bitcoin. It describes competing reactions during crises: some investors may seek Bitcoin as an…

CryptoVolatilitySentimentRisk management
OKX Learn

The document presents Coinbase’s reported acquisition of Vector.fun as an example of a centralized exchange expanding into decentralized trading on Solana. It says Vector.fun focuses on memecoin trading and tools for tracking other traders’ investments, and…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document reviews Bitfinex’s place in crypto markets, focusing on its response to the 2016 hack, its relationship with Tether, and concerns about transparency, customer funds, and regulatory oversight. It describes the exchange’s issuance of BFX tokens to…

CryptoMarket makingRisk managementMarket microstructure
OKX Learn

The article compares Chainlink’s role as a decentralized oracle provider with Solana’s focus on fast, low-cost blockchain transactions. It explains that oracle feeds supply off-chain information to smart contracts, while Chainlink’s cross-chain…

CryptoDeFiMarket microstructure
OKX Learn

The article examines potential drivers of Litecoin, combining the prospect of a U.S. spot ETF with technical indicators, trading activity, regulatory status, adoption, and the halving cycle. It argues that an ETF could broaden institutional access and cites…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

This overview surveys themes in digital asset investing, including corporate treasury strategies using special purpose acquisition companies, regulatory developments in Japan and the United States, portfolio tracking tools, institutional adoption, staking,…

CryptoOn-chain dataMachine learningRisk management
OKX Learn

The article considers whether proposed U.S. tariff rebates could prompt retail investors to buy altcoins. It compares that possibility with the 2020–2021 rally, when stimulus payments coincided with a decline in Bitcoin dominance from 73% to 39%. The author…

CryptoSentimentRisk managementDeFi
OKX Learn

The article surveys investment themes at the intersection of AI, blockchain, and fintech. It discusses a proposed merger between Naver Financial and Dunamu, blockchain projects OpenLedger and Worldcoin, and South Korean regulatory scrutiny focused on…

CryptoMachine learningSentimentChina markets
OKX Learn

The article presents Levva Protocol as a modular DeFi portfolio management system using AI to analyze markets and automate yield-oriented strategies. It describes LVVA’s roles in governance, staking, and liquidity, alongside integration with a broader…

CryptoDeFiMachine learningPortfolio construction
OKX Learn

The article describes INFINIT as a DeFi protocol that uses AI agents to recommend and execute multi-step strategies across blockchain networks. Its listed operations include swaps, lending, bridging, staking, and yield farming, with transactions initiated…

CryptoDeFiMachine learningExecution
OKX Learn

The article surveys factors that may affect buying interest in altcoins, including Federal Reserve rate cuts, token use cases, Ethereum scaling, institutional activity, presales, technical analysis, on-chain measures, regulation, geopolitics, meme coins, and…

CryptoSentimentOn-chain dataTechnical indicators
OKX Learn

The document distinguishes Ondo Finance, described as the company and product provider, from Ondo, used for the broader supporting ecosystem. It introduces USDY and OUSG as products connected to U.S. Treasury exposure, and describes Flux Finance as a venue…

CryptoDeFiFixed incomeOn-chain data
OKX Learn

The document describes Byreal as a Solana-based decentralized exchange designed to combine centralized exchange liquidity with on-chain transparency. Its execution features include Request for Quote trading, intended to solicit competitive prices, and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains Pendle’s approach to managing yield-bearing crypto assets by splitting them into Principal Tokens (PT), redeemable at maturity, and Yield Tokens (YT), which represent variable yield. It outlines three uses: buying PT to establish a…

CryptoDeFiFixed incomeRisk management
OKX Learn

The article describes a divergence in reported flows between Bitcoin and Ethereum exchange-traded funds during a volatile period. It says Ethereum funds ended a 20-day inflow run with outflows, while Bitcoin funds saw larger outflows, and highlights…

CryptoDeFiSpot marketsUS markets
OKX Learn

The document explains how an exchange unified account combines spot and derivatives trading in one account, and how different margin modes determine whether positions can share collateral and offset profit and loss. Simple mode has no margin trading;…

CryptoFuturesOptionsSpot markets
OKX Learn

The document explains Guild of Guardians as a mobile fantasy role-playing game built around blockchain-tracked assets and a play-to-earn model. It describes Immutable X as the Ethereum scaling layer intended to support NFT trading with low friction. GOG,…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document surveys institutional exposure to Ethereum through corporate treasury holdings, investment funds, and staking. It cites reported ETH accumulation by companies and inflows into Ethereum investment products, and describes staking income, portfolio…

CryptoPortfolio constructionDeFiRisk management
OKX Learn

The document describes how large Ethereum holders may use leverage to increase exposure, and how crowded positions can contribute to sharp price moves through cascading liquidations. It notes that traders monitor technical reference points such as the…

CryptoPerpetual futuresVolatilityOn-chain data
OKX Learn

The document examines Wormhole’s W token rally alongside adoption claims, chart signals, competition, and protocol risks. It identifies RSI, MACD, VWAP, and Bollinger Bands as indicators used to assess momentum, support and resistance, and tightening…

CryptoBreakoutTechnical indicatorsRisk management
OKX Learn

The article considers why MicroStrategy and Robinhood were not selected for the S&P 500 while Interactive Brokers was added. It describes index inclusion as a potential source of demand from passive funds and discusses possible committee considerations,…

EquitiesCryptoUS marketsEvent-driven
OKX Learn

The article explains three changes associated with Ethereum’s Pectra upgrade. EIP-7702 allows externally owned accounts to use smart account capabilities, including paying gas with other tokens. EIP-7251 raises the maximum stake per validator from 32 ETH to…

CryptoDeFiRisk management