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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

This article describes a large trader’s reported Bitcoin short positions on Hyperliquid, a decentralized perpetual futures exchange. It explains how substantial stablecoin collateral can help support leveraged positions through price rebounds, while…

CryptoPerpetual futuresRisk managementOn-chain data
OKX Learn

The article describes Maple Finance’s use of Chainlink’s Cross-Chain Interoperability Protocol to support syrupUSDC transfers and minting across Ethereum and Solana. It characterizes CCIP as using oracle verification, rate limits, and smart contract…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The article describes whale positioning on Hyperliquid as a possible, imperfect signal of crypto market sentiment. It reports aggregate positions of about $6.188 billion and a long-short ratio of 0.87, with more exposure short than long. Examples include a…

CryptoOn-chain dataPerpetual futuresSentiment
OKX Learn

The document introduces Jupiter as a Solana decentralized exchange aggregator that routes token swaps across liquidity pools. It describes related trading and execution tools, including limit orders, perpetual futures, dollar-cost averaging, and…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The article describes HyperLiquid as an on-chain trading venue offering perpetual futures with leverage of up to 50x. It highlights a fully on-chain order book, fast confirmations, low stated fees, and TWAP orders, which it frames as useful for spreading…

CryptoPerpetual futuresExecutionMarket microstructure
OKX Learn

The document describes XPL/USDC perpetual contracts that allow traders to speculate on XPL without holding the token, with leverage of up to 3x. It notes that leverage magnifies both gains and losses and mentions stop-loss orders and diversification as risk…

CryptoPerpetual futuresTechnical indicatorsRisk management
OKX Learn

The article examines reported whale purchases and USDC deposits on Hyperliquid as signs of trading activity and possible HYPE accumulation. It discusses leveraged positions, short liquidations, and price areas described as support or resistance, alongside…

CryptoDeFiSentimentTechnical indicators
OKX Learn

The article outlines several inputs for assessing a possible PEPE recovery: an inverse head-and-shoulders pattern, cited support and resistance zones, futures open interest and funding rates, community activity, and broader crypto market conditions. It…

CryptoTechnical indicatorsSentimentPerpetual futures
OKX Learn

The article discusses a reported large Bitcoin short on Hyperliquid and connects it to an earlier profitable short during a geopolitically driven sell-off. It uses the trades to illustrate how concentrated, leveraged positions can attract attention and…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The article explains hybrid centralized and decentralized exchanges, which aim to combine centralized venues’ liquidity and ease of use with decentralized trading’s self-custody and transparency. It also describes CeDeFi as a unified interface for accessing…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

The article discusses a large, leveraged short position in Bitcoin and Ethereum that reportedly coincided with political announcements and sharp market moves. It outlines a monitoring approach based on on-chain transfers of stablecoins to decentralized…

CryptoOn-chain dataPerpetual futuresVolatility
OKX Learn

The document outlines dYdX as a decentralized trading platform and recounts its movement from Ethereum Layer 1 to StarkWare Layer 2 and then to a Cosmos SDK-based chain. It describes the stated goals of that transition: higher capacity, lower transaction…

CryptoPerpetual futuresSpot marketsExecution
OKX Learn

The document outlines Hyperliquid’s token and ecosystem model, focusing on Builder Code fees, protocol revenue, HYPE buybacks and burns, and staking. Builder Code lets applications add transaction fees that are shared among developers, the protocol, and…

CryptoDeFiPerpetual futuresHigh-frequency trading
OKX Learn

The document describes volatility in XPL and WLFI around Hyperliquid’s mark price method, focusing on funding rates, liquidity, and large trader activity. It reports a whale-funded XPL long that preceded a sharp price rise and short liquidations, alongside…

CryptoVolatilityMarket microstructurePerpetual futures
OKX Learn

The document describes Aster's decentralized perpetual contracts referencing U.S. equities. These derivatives provide price exposure without ownership of the underlying shares, with the article stating that leverage can reach 50 times. It highlights…

EquitiesCryptoPerpetual futuresDerivatives pricing
OKX Learn

The document describes Ethereal as a decentralized venue for spot and perpetual trading that connects to the Ethena ecosystem and its synthetic dollar, USDe. It outlines pre-deposit vaults and Pendle’s principal-token and yield-token structures, which…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The document explains how cryptocurrency affiliate programs pay marketers for referrals to exchanges, wallets, and related services. It describes several possible structures, including tiered commissions, revenue shares, and recurring payments, and notes…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document discusses how large deposits and concentrated holdings may affect price movements and sentiment in Bitcoin and smaller tokens, focusing on Cheems and WHY. It cites reported Binance deposit averages, a Cheems deposit, and a Bitcoin support level…

CryptoOn-chain dataSentimentVolatility
OKX Learn

A trigger order waits for a specified price level before submitting a market or limit order. The document explains its use for entering long positions above resistance or short positions below support, so a trader can wait for price to confirm a breakout or…

CryptoBreakoutMomentumExecution
OKX Learn

The document profiles Lighter XYZ, a decentralized perpetual exchange built on an Ethereum Layer 2 using ZK-rollup technology. It links the platform’s reported TVL and trading activity to adoption and liquidity, and explains TVL as capital held in smart…

CryptoPerpetual futuresDeFiExecution
OKX Learn

The document describes a crypto arbitrage setup that pairs a spot long with a perpetual futures short, aiming to capture price or funding-related differences while limiting directional exposure. It adds a staking component for selected assets, naming ETH and…

CryptoArbitrageSpot marketsPerpetual futures
OKX Learn

The article examines dYdX’s scheduled December 1, 2025 token release, describing how a large addition to circulating supply could affect selling pressure and volatility. It notes that past unlocks had mixed price outcomes and argues that market conditions,…

CryptoPerpetual futuresRisk managementDeFi