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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
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

1,747 documents

OKX Learn

The guide introduces dated futures and perpetual contracts, including how perpetual funding payments can encourage futures prices to track spot prices. It then outlines several approaches to trading crypto futures: taking long and short positions, following…

CryptoFuturesPerpetual futuresTrend following
OKX Learn

The document presents Hyperliquid as a major decentralized perpetuals venue and links HYPE’s market performance to platform growth and a fee-funded buyback policy. It says that 97% of protocol fee revenue is directed to buybacks, which could reduce…

CryptoPerpetual futuresOn-chain dataDeFi
OKX Learn

The document explains how leverage lets crypto traders control positions larger than their posted capital, amplifying both gains and losses. It describes liquidation as a consequence of adverse price moves that reduce margin below a platform’s threshold, and…

CryptoRisk managementPosition sizingPerpetual futures
OKX Learn

The article introduces XPL/USDC perpetual contracts launched on Hyperliquid, describing perpetuals as derivatives without an expiry date and reporting leverage of up to 3x. USDC serves as collateral, so leveraged positions amplify exposure to XPL price…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document describes Hyperliquid as a decentralized exchange built on its own Layer 1, with an on-chain order book and a focus on fast trading. It presents USDC as the primary collateral and describes SOL’s role in cross-chain functionality and perpetual…

CryptoOn-chain dataMarket microstructurePerpetual futures
OKX Learn

The document links Ethereum’s planned zkEVM scaling work with market activity and possible altcoin rotation. It describes zkEVM as processing transactions off-chain with zero-knowledge proofs, with goals of faster finality and lower costs. It also points to…

CryptoMomentumPerpetual futuresTechnical indicators
OKX Learn

Aevo is presented as a derivatives-focused decentralized exchange built on a custom Ethereum rollup. It matches orders off-chain and settles trades on-chain, aiming to combine faster execution and lower fees with Ethereum settlement. The platform offers…

CryptoFuturesOptionsPerpetual futures
OKX Learn

The document explains how leveraged positions in crypto derivatives can be forcibly closed when margin falls below maintenance requirements, potentially adding to volatility. It introduces liquidation heatmaps as a way to locate price levels with…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The document surveys Monad’s technical claims alongside risks around its MON token and trading activity. It recounts Arthur Hayes’ change from endorsing the token to criticizing it, then discusses a low circulating share of total supply, insider and venture…

CryptoOn-chain dataMarket microstructurePerpetual futures
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 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 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 document describes Maple Finance as a DeFi lending protocol focused on institutional borrowers and undercollateralized credit pools. It attributes the platform’s reported TVL increase, from $297 million to $2.5 billion in 2025, to institutional demand…

CryptoDeFiRisk managementPerpetual futures
OKX Learn

The document outlines Fusionist, a blockchain game combining resource management, turn-based tactical combat, and a 4X strategy mode. It says the game uses the Endurance network for NFT-based ownership and trading of in-game assets, while the ACE token…

CryptoDeFiPerpetual futuresMachine learning
OKX Learn

The document gives a step-by-step overview of placing a perpetual swap trade in the OKX app for users in Singapore. It describes selecting the futures area and a contract, setting leverage and choosing isolated or cross margin, selecting an order type,…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

The document presents Hyperliquid as a Layer 1 blockchain and decentralized perpetual exchange, highlighting its HyperBFT consensus design, order-book model, and claimed high order throughput and low latency. It describes HYPE as the ecosystem token and…

CryptoPerpetual futuresMarket microstructureDeFi
OKX Learn

The document introduces perpetual swaps as crypto derivatives with no expiry that let traders take long or short positions without owning the underlying asset. It explains how leverage magnifies the notional exposure relative to posted margin, distinguishing…

CryptoFuturesPerpetual futuresDerivatives pricing
OKX Learn

The document surveys several crypto developments: a Bitcoin address became active after a long dormancy, Ethereum perpetual futures open interest reached a reported two-year high, companies announced crypto treasury moves, and Web3 projects attracted…

CryptoPerpetual futuresSentimentOn-chain data
OKX Learn

The article describes Hyperliquid as a major decentralized venue for perpetual trading and attributes its growth to high transaction capacity, fee generation, user incentives, and ecosystem development. It outlines HYPE’s functions in staking, governance,…

CryptoPerpetual futuresDeFiOn-chain data
OKX Learn

The article describes Hyperliquid’s HIP-3 upgrade and the XYZ100 market, presented as an on-chain perpetual market tracking Nasdaq futures. It focuses on continuous trading access, contrasting it with traditional market hours, and notes that such access may…

CryptoEquitiesFuturesPerpetual futures
OKX Learn

The document outlines OKX’s planned removal of BADGER/USDT, BAL/USDT, and NIL/USDT perpetual contracts. It describes the exchange’s stated handling of open positions: liquidation based on the arithmetic average of the preceding hour’s index prices, with…

CryptoPerpetual futuresExecutionRisk management
OKX Learn

The document explains how large, highly leveraged positions on Hyperliquid, a decentralized perpetual futures venue, can affect traders and platform stability. It uses examples of large losses in ETH and BTC positions to illustrate how leverage magnifies…

CryptoPerpetual futuresFuturesRisk management
OKX Learn

The document describes Ethena’s USDe as a synthetic stablecoin supported by crypto assets and perpetual futures, with sUSDe presented as a way to receive yield associated with futures funding rates. It also outlines a Qualified Asset Framework using open…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document introduces MYX Finance as a decentralized perpetual exchange using a Matching Pool Mechanism that it says enables zero-slippage trading, alongside leverage of up to 50 times. It links the MYX token’s reported September 2025 rally to new…

CryptoPerpetual futuresTechnical indicatorsVolatility