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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

This overview explains Avalanche’s division of work across the X-Chain for digital assets, the EVM-compatible C-Chain for smart contracts, and the P-Chain for validators and subnet creation. It also distinguishes the Avalanche and Snowman consensus…

CryptoDeFiMulti-asset
OKX Learn

The article argues that Bitcoin is unlikely to become worthless, citing its fixed supply, decentralized structure, network effects, and growing institutional participation. It points to exchange-traded funds, corporate holdings, and government interest as…

CryptoSentimentRisk managementSpot markets
OKX Learn

The guide explains how to connect TradingView alerts to an OKX signal bot. The workflow starts with creating a custom signal in OKX, then using the platform-generated webhook address and alert message format in a TradingView alert. It describes two alert…

CryptoExecutionTechnical indicatorsRisk management
OKX Learn

This announcement summarizes a research brief on institutional investment in digital assets. It organizes the discussion around four areas: portfolio allocation, custody, regulation, and risk management. The cited findings include surveyed investor…

CryptoPortfolio constructionRisk managementFixed income
OKX Learn

The article describes Venice AI as a privacy-focused AI service and outlines how its VVV token is intended to support API access and governance. Users stake tokens to receive a share of API capacity, with the amount staked determining their proportional…

CryptoMachine learningOn-chain dataDeFi
OKX Learn

The document describes 0x as infrastructure for decentralized token trading. Its central design combines off-chain order relaying and matching, which can reduce the need for on-chain order updates, with on-chain settlement through smart contracts. It…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains Terra’s UST mechanism, which used arbitrage between UST and LUNA to try to keep UST near one US dollar. The arrangement depended on confidence in LUNA: when confidence broke and UST lost its peg, redemptions increased LUNA supply and…

CryptoDeFiRisk managementVolatility
OKX Learn

The document defines a memecoin supercycle as a prolonged burst of attention and growth in meme-based cryptocurrencies. It describes community enthusiasm, viral social media, celebrity endorsements, speculative buying, and market liquidity as forces that may…

CryptoSentimentVolatilityRisk management
OKX Learn

The article presents MicroStrategy’s approach of holding Bitcoin as a corporate treasury reserve asset, beginning in 2020, and describes financing purchases through equity programs, convertible bonds, and debt. It frames the strategy around Bitcoin’s…

CryptoRisk managementPortfolio constructionUS markets
OKX Learn

The article recounts the development of the XRP Ledger and identifies Jed McCaleb, David Schwartz, and Arthur Britto as its principal creators. It distinguishes Ripple, the company developing payment technology, from XRP, the digital asset native to the…

CryptoSpot marketsMarket microstructure
OKX Learn

The article surveys proposed blockchain uses in telecommunications, including identity verification to deter SIM-swap and subscription fraud, shared records, and smart contracts for inter-carrier settlements and roaming agreements. It also describes managing…

CryptoDeFi
OKX Learn

The article outlines possible links between U.S. tariff policies, Bitcoin prices, investor sentiment, and mining costs. It describes Bitcoin as an asset that may be sold during risk aversion, while also noting that some investors may view it as an…

CryptoVolatilityTechnical indicatorsSentiment
OKX Learn

The guide explains how crypto trading simulators use virtual balances and live or historical market data to mimic exchange activity. Users can practice with spot or derivatives pairs, order types, charts, and indicators without risking real funds. It…

CryptoBacktestingMachine learningTechnical indicators
OKX Learn

The article introduces tokenized gold as blockchain tokens representing claims on physical gold held in custody. It describes potential features such as fractional exposure, continuous trading, and global transfer, then discusses the market’s growth and…

CryptoCommoditiesDeFiOn-chain data
OKX Learn

The guide explains how long and short derivative positions respond to price movements. A long gains when the underlying price rises, while a short gains when it falls; the short can also hedge an existing spot holding. It contrasts these positions with spot…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The article attributes FUNToken’s six-day price rally to a combination of reduced token supply, ecosystem use, community participation, and favorable chart behavior. It describes a token burn and says tokens are also burned through gaming rewards, tipping,…

CryptoMomentumBreakoutOn-chain data
OKX Learn

The article surveys CryptoPunks as an early blockchain collectible project and explains how tokenized ownership and scarce traits contributed to their cultural and market status. It describes rarity categories, such as aliens, zombies, and apes, as factors…

CryptoVolatilityOn-chain dataRisk management
OKX Learn

The article describes how stablecoins in Web3 wallets can support payments, including cross-border transfers, and reduce friction for users. It highlights gas abstraction, which lets users pay network fees in stablecoins rather than holding a separate native…

CryptoExecutionMarket microstructureDeFi
OKX Learn

The article outlines why stablecoins and related investments are drawing interest from South Korean retail investors. It cites a rising share of crypto-linked stocks among the country's most purchased equities and describes strong local participation in…

CryptoSpot marketsRisk managementUS markets
OKX Learn

The document discusses reported leveraged positions and accumulation among Bitcoin and Ethereum whales, using wallet counts, large long positions, price moves, and exchange leverage estimates as evidence of changing market participation. It also describes…

CryptoMomentumTechnical indicatorsOptions
OKX Learn

The document surveys large-trader behavior on Hyperliquid, including pairing a spot long with a perpetual-futures short, shorting volatile altcoins, and holding longer-term bullish positions in Bitcoin and Ethereum. It argues that concentrated trades can…

CryptoPerpetual futuresSpot marketsMarket microstructure
OKX Learn

The document explains how large Ethereum holders’ wallet activity may inform views of market sentiment and supply. It describes whale addresses as wallets holding substantial ETH, gives 10,000 ETH as a typical threshold, and distinguishes them from mid-sized…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document describes BitTorrent Chain as an EVM-compatible proof-of-stake network intended to connect TRON, Ethereum, and BNB Smart Chain while supporting decentralized applications. It outlines three layers: root contracts for token mapping, a delivery…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document presents a technical overview of Dogecoin, listing support and resistance levels and describing how traders might interpret breaks above or below them. It also discusses RSI, MACD, and Fibonacci retracements, alongside historical accumulation…

CryptoTechnical indicatorsBreakoutSentiment