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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 describes Aster’s rise as a decentralized perpetuals exchange and compares its activity with Hyperliquid. It cites a sharp increase in Aster’s token value and trading volume, alongside a reported decline in Hyperliquid’s share of the perpetual…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document explains how leveraged crypto positions are forcibly closed when traders lack enough collateral, and how these closures can intensify a market decline. It describes a reported event in Bitcoin and Ether, where long positions accounted for most…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document explains why exchanges use USDT as collateral for cryptocurrency futures. Its stated advantages are a dollar reference that can make collateral values and profit-and-loss accounting easier to track, broad exchange support, and liquidity that may…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The article explains how leveraged positions can be forcibly closed when prices fall and margin requirements are breached. Forced selling can push prices lower and trigger further liquidations, while reduced institutional demand and high leverage in altcoins…

CryptoPerpetual futuresRisk managementVolatility
OKX Learn

The document introduces hedging as a way to reduce exposure to adverse crypto price moves while retaining some market participation. Its example is a Bitcoin holder taking a short futures position. It also describes dual long and short positions, liquidity…

CryptoRisk managementPerpetual futuresArbitrage
OKX Learn

The document describes Aster’s second airdrop phase, explaining how participant points are tied to trading activity, held positions, referrals, team performance, and use of designated collateral. It also presents hedged trading across platforms and…

CryptoPerpetual futuresArbitrageCarry
OKX Learn

The document explains how combining USD-, USDC-, and USDG-margined perpetual contracts into one order book is intended to address liquidity fragmentation. Previously separate books could produce shallower liquidity, inconsistent pricing, wider spreads, and…

CryptoPerpetual futuresMarket microstructureExecution
OKX Learn

The article presents AIOT as a project combining artificial intelligence, connected devices, environmental data collection, and blockchain. It describes OKZOO’s P-mini hardware, physical NFTs that link devices to the chain, AI pets intended to encourage…

CryptoPerpetual futuresOn-chain dataDeFi
OKX Learn

The document examines Bitcoin dominance as a market-regime factor and relates it to altcoin performance. It argues that capital preference for Bitcoin, regulatory uncertainty around other tokens, and macroeconomic or geopolitical events can pressure…

CryptoMomentumSentimentPerpetual futures
OKX Learn

The document introduces leveraged trading in DeFi, where borrowed funds increase a trader’s position relative to posted collateral. It uses a 20x position example to illustrate how leverage can magnify exposure, and explains that adverse price moves may…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document describes Aster, a decentralized trading platform, focusing on its leverage products and supporting features. It reports leverage of up to 1001x for selected pairs and 300x for HYPE, alongside yield-bearing collateral, hidden orders intended to…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

The document describes a sharp cryptocurrency sell-off that it attributes to a U.S.–China tariff announcement. It reports extensive forced liquidations and argues that leverage amplified the decline: falling prices triggered margin calls and additional…

CryptoVolatilityRisk managementPerpetual futures
OKX Learn

The document compares Aster and Hyperliquid amid the growth of decentralized perpetual futures trading. It describes Aster’s rise in reported trading share, attributing its appeal to industry backing, BNB Chain integration, and very high leverage.…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document outlines Hyperliquid as a decentralized venue for perpetual contracts, describing its claimed transaction transparency, low fees, and fast settlement. It also explains a token model in which a stated share of platform revenue supports HYPE…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The document describes reported ZEC whale activity on Hyperliquid, focusing on leveraged long and short positions, entry levels, and staged profit-taking. One trader reportedly opened longs with $2.21 million in initial capital and later sold portions of…

CryptoPerpetual futuresRisk managementSentiment
OKX Learn

The document outlines Honeypot Finance’s planned automated market maker perpetual exchange and its emphasis on liquidity spanning multiple blockchains. It presents AMM-based trading as an alternative to order book infrastructure and argues that shared…

CryptoDeFiPerpetual futuresMarket making
OKX Learn

The article outlines Aster’s airdrop model for users of its decentralized perpetual trading platform. It names trading activity, time spent holding open positions, referrals, leaderboard participation, and community involvement as factors associated with…

CryptoPerpetual futuresDeFiPosition sizing
OKX Learn

The document introduces leveraged perpetual futures and position trading on Hyperliquid, a decentralized exchange operating on a custom Layer 1 blockchain. It states that leverage of up to 50x is available and explains the basic trade-off: leverage expands…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document uses a reported Bitcoin liquidation to illustrate how leverage can magnify losses. It describes James Wynn’s 40x leveraged long position, which was liquidated after the market moved against it, and says the position represented 240 BTC, worth…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document describes an exchange product for trading futures tied to tokens before their token generation event, public sale, or other initial offering. It says the contracts use mechanisms from the venue’s expiry futures and allow trading without holding…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The article explains how exchanges forcibly close leveraged positions when margin falls below maintenance requirements. Long positions face liquidation after adverse price declines, while short positions are vulnerable to sharp rises. Leverage makes a given…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

This article examines HYPE’s price history and the factors it associates with growth: activity on Hyperliquid’s decentralized derivatives exchange, token distribution, buybacks funded by fees, and large-holder buying or staking. It describes the platform’s…

CryptoDeFiPerpetual futuresOn-chain data
OKX Learn

The document discusses whale activity around HYPE and the risks of using high leverage in a volatile, speculative token market. It attributes losses to poor timing, emotional decisions, and inadequate risk controls, noting that leverage can magnify losses…

CryptoRisk managementSentimentOn-chain data
OKX Learn

The article surveys Aster as a decentralized exchange for perpetual contracts and describes features it says distinguish the platform: hidden orders intended to reduce front-running and maximal extractable value, yield-bearing collateral, and deployment…

CryptoPerpetual futuresMarket microstructureDeFi