Skip to content

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

This introductory guide groups assets into five broad categories: physical, financial, digital, intangible, and natural. It defines assets as resources held or controlled for future economic benefit, then gives examples ranging from real estate and bonds to…

Multi-assetPortfolio constructionRisk management
OKX Learn

This article presents DeAgentAI as infrastructure for AI agents operating across blockchains, with aims that include operational continuity and decentralized decision-making. It describes products for crypto price signals, no-code quantitative strategy…

CryptoMachine learningPerpetual futuresDeFi
OKX Learn

This article outlines Chainlink’s role as a decentralized oracle network that connects smart contracts with external data and supports cross-chain communication. It describes uses in DeFi and enterprise settings, including tokenized asset settlement, and…

CryptoDeFiTechnical indicatorsBreakout
OKX Learn

This note explains how Binance’s announcement to delist MEMEFI perpetual futures coincided with a sharp token rally. It describes a short squeeze: rising prices can force short sellers to close positions by buying, adding to demand and trading volume. The…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The article discusses Tether’s reported Swiss gold vault as part of a reserve-diversification strategy and connects it to XAUT, a token backed by physical gold. It argues that direct vault ownership could reduce outside custody expenses and presents…

CryptoCommoditiesSpot marketsRisk management
OKX Learn

The article describes Visa’s reported integration of USDG, PYUSD, and EURC, along with settlement partnerships involving Stellar and Avalanche. It frames stablecoins as a way to enable faster cross-border payments and reduce dependence on banking…

CryptoSpot marketsUS marketsMarket microstructure
OKX Learn

The document introduces TON as a proof-of-stake Layer 1 network and explains that its jettons are smart-contract tokens used across decentralized applications, trading, staking, and games. It names several wallets and distinguishes internet-connected hot…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document examines speculation about a possible native token for Base, Coinbase’s Ethereum Layer 2 network. It discusses how a corporate token launch could balance user rewards, developer incentives, shareholder interests, and regulatory obligations. It…

CryptoDeFiSentimentRisk management
OKX Learn

The article surveys crypto-market themes, linking volatility to tariffs, inflation releases, and Federal Reserve decisions. It describes Bitcoin as struggling to hold support and says on-chain data show large holders accumulating Ethereum while spot trading…

CryptoOn-chain dataSentimentVolatility
OKX Learn

The document describes PancakeSwap’s v3 pools, their concentrated-liquidity model, and the platform’s stated expansion to Solana. Liquidity providers can set price ranges for their capital, aiming to reduce idle funds and earn more fees; the article also…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article examines a scheduled MYX token unlock, describing the release as a potential source of new selling pressure and short-term volatility. It connects the event to prior price swings and reports an example of a large holder selling some tokens…

CryptoOn-chain dataTechnical indicatorsRisk management
OKX Learn

The article explains liquidation as the forced closure of a leveraged position when collateral no longer meets a platform’s margin requirements. It describes how leverage makes positions more vulnerable to adverse price moves, while volatility and low…

CryptoRisk managementPosition sizingMarket microstructure
OKX Learn

The article describes SHRUB as a Solana meme coin inspired by a social media post about Elon Musk’s hedgehog. It attributes the token’s attention to its origin story and community activity, including memes and fan art, and discusses its valuation and…

CryptoSentimentSpot markets
OKX Learn

The article introduces Harmony as a layer-one blockchain using state sharding and Effective Proof-of-Stake to process activity in parallel and secure validation. It describes ONE’s roles in transaction fees, governance, staking, and participation in DeFi and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article describes the ASTER airdrop as a user acquisition and community incentive program for Aster DEX, a platform offering spot and perpetual trading across multiple chains. Eligibility is associated with trading activity, referrals, and points earned…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The article presents TRON as a blockchain whose growth is tied to low transaction costs, scalability, and a strong role in USDT transfers, especially in emerging markets and cross-border payments. It also attributes investor attention to founder Justin Sun’s…

CryptoDeFiVolatilityTechnical indicators
OKX Learn

The document presents NEAR as a proof-of-stake Layer 1 blockchain designed for scalable applications. It describes Nightshade sharding as a way to process activity across segments, and discusses chain abstraction, developer SDKs, human-readable accounts, and…

CryptoDeFiOn-chain dataMachine learning
OKX Learn

The article surveys crypto market conditions in 2025, arguing that Bitcoin’s liquidity and trading activity have outpaced altcoins. It cites an Altcoin Season Index reading of 20, a threshold of 75 for a stronger altcoin season, and claims that one exchange…

CryptoMarket microstructureMomentumVolatility
OKX Learn

The document explains Pyth Network’s oracle model, in which data consumers request price updates from first-party publishers. It presents this pull design as a way to limit update costs while serving applications that need timely data across crypto,…

CryptoOn-chain dataDeFiHigh-frequency trading
OKX Learn

The document introduces Helium as a decentralized wireless network for IoT and 5G, where participants deploy hotspots and earn HNT for providing coverage. It describes Proof-of-Coverage as a way to verify hotspot locations and coverage, and outlines…

CryptoOn-chain dataDeFi
OKX Learn

The document explains gas as the payment for blockchain computation and transaction processing, with costs varying according to network demand, transaction complexity, and gas prices. For decentralized exchange trades, it highlights that a token approval and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains how an XRP paper wallet stores a public address and private key on a physical printout, keeping the key offline until it is used. It outlines a process for generating keys on an offline device, printing them privately, checking that the…

CryptoSpot marketsRisk management