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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

1,747 documents

OKX Learn

The document reviews Hyperliquid’s expansion in decentralized derivatives trading, attributing activity to broad token listings, an on-chain interface, its HYPE token, and the addition of HyperEVM for third-party applications. It reports a 60% share of the…

CryptoDerivatives pricingPerpetual futuresMarket microstructure
OKX Learn

The document reviews Hyperliquid’s expansion in decentralized derivatives trading, attributing activity to broad token listings, an on-chain interface, its HYPE token, and the addition of HyperEVM for third-party applications. It reports a 60% share of the…

CryptoDerivatives pricingPerpetual futuresMarket microstructure
OKX Learn

The document surveys decentralized exchange activity, focusing on PancakeSwap and Aster, formerly APX Finance. It describes concentrated liquidity, low fees, and expansion across blockchains as features associated with PancakeSwap, and identifies cross-chain…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document describes Hyperliquid as an on-chain venue for perpetual futures, emphasizing its Layer 1 network, central limit order book, gas-free trading claim, and leverage availability. It presents high transaction throughput and low latency as features…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The document describes how traders can connect a wallet to Hyperliquid, transfer USDC through its bridge, and use USDC as collateral for perpetual futures. It presents Hyperliquid as a decentralized exchange with an on-chain order book and a custom…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The article describes Aster’s expansion in decentralized perpetual futures trading and attributes its activity to high leverage, support for multiple blockchains, a simplified and advanced trading interface, tokenized stocks, and large airdrop incentives. It…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The article describes ways large crypto holders may profit from declines, including leveraged short positions, trading around liquidation levels, and using funding rates. It also discusses alleged spoofing and coordinated selling, arguing that these actions…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document explains how funding payments help keep perpetual futures prices aligned with spot prices. Positive rates generally mean longs pay shorts, while negative rates mean shorts pay longs; the payment schedule can differ by exchange. It frames extreme…

CryptoPerpetual futuresSentimentArbitrage
OKX Learn

The document describes Synthetix’s Ethereum mainnet perpetual exchange and its stated design goals: gasless trading, low-latency order handling, and on-chain settlement. Its hybrid execution model gathers orders off-chain and settles trades on-chain, aiming…

CryptoPerpetual futuresExecutionMarket microstructure
OKX Learn

The article describes Hyperliquid as a blockchain supporting perpetual futures and leveraged trading, with a dual-chain arrangement of HyperEVM and HyperCORE. It presents this separation as a way to support application flexibility and network performance,…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

This market note describes a shift in crypto derivatives positioning after Bitcoin’s spot advance slowed and its price declined over the reported week. It says short-dated BTC options moved from a bullish volatility skew toward a premium for out-of-the-money…

CryptoOptionsFuturesPerpetual futures
OKX Learn

The document outlines HyperLiquid as a decentralized perpetual exchange that moved from Arbitrum to its own Layer 1 in 2024. It presents the chain transition as a way to support trading performance and describes HyperCore and HyperEVM as components serving…

CryptoPerpetual futuresExecutionDeFi
OKX Learn

This overview explains how futures, perpetual contracts, options, and swaps provide crypto exposure without direct ownership of the underlying asset. It describes possible uses in hedging, speculation, and portfolio management, then focuses on how…

CryptoFuturesOptionsPerpetual futures
OKX Learn

The document describes XPL as a utility token associated with XploraDEX, an AI-focused decentralized exchange on the XRP Ledger. It lists proposed token uses such as access to trading tools, fee reductions, staking rewards, liquidity incentives, and…

CryptoDeFiRisk managementPerpetual futures
OKX Learn

This dated market commentary describes short-term conditions in Bitcoin and Ether derivatives. It reports that implied volatility declined across maturities, after Ether volatility briefly rose at the front end around improved expectations for an ETF…

CryptoFuturesOptionsVolatility
OKX Learn

The document explains how leveraged positions can amplify losses when market liquidity thins. Liquidation occurs when collateral can no longer support a position, while exchange mechanisms such as auto-deleveraging may add selling pressure during a cascade.…

CryptoRisk managementPerpetual futuresMarket microstructure
OKX Learn

The document introduces Boros as a DeFi venue that turns perpetual futures funding rates into tradable Yield Units. It describes using those units to hedge funding-rate exposure, hold fixed or floating rate positions, and seek returns from changes in rates…

CryptoDeFiPerpetual futuresCarry
OKX Learn

The document explains how leverage expands both gains and losses, with particular danger in volatile Bitcoin markets. It describes how borrowed exposure lets a trader control a larger position with less capital, so modest price moves can cause outsized…

CryptoRisk managementPosition sizingPerpetual futures
OKX Learn

The article introduces cryptocurrency futures as agreements to buy or sell an asset at a set price on a future date, allowing traders to take long or short exposure without holding the underlying token. It explains leverage with numerical examples and…

CryptoFuturesPerpetual futuresRisk management
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 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 guide explains that SOL futures provide price exposure through contracts rather than direct ownership of SOL. It distinguishes spot trading from futures, describes perpetual and dated contracts, and introduces margin, leverage, open interest, volume, and…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The guide introduces crypto derivatives as contracts that provide exposure to an asset’s price without requiring ownership of the underlying coin. It explains long positions, which gain when prices rise, and short positions, which gain when prices fall. It…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document describes MegaETH’s community funding round, reporting commitments above its stated $50 million cap and participation from nearly 38,000 people. It outlines a maximum bid, a fully diluted valuation, and a proposed allocation process that…

CryptoOn-chain dataPerpetual futuresSentiment