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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 article explains Circle’s native USDC deployment on Hyperliquid’s HyperEVM and the use of Cross-Chain Transfer Protocol version 2. It presents direct minting and redemption as a way to move USDC between supported chains without relying on third party…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The document explains how to open a short position in crypto perpetual markets and why traders might use one. A sell position can express a bearish view without owning the asset, or hedge spot holdings against a decline. It outlines the order workflow,…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article examines how leveraged perpetual futures positions can magnify Ethereum price moves through forced liquidations. It describes a cascade in which liquidations intensify selling and trigger further liquidations, and highlights the role of large…

CryptoPerpetual futuresRisk managementMarket microstructure
OKX Learn

The document surveys factors associated with SOL and LINK, including Solana ecosystem growth, Chainlink’s oracle role, real-world asset tokenization, and macroeconomic influences such as interest rates and institutional adoption. It also describes leveraged…

CryptoFuturesPerpetual futuresTechnical indicators
OKX Learn

The document explains how leverage magnifies both gains and losses in crypto trading, with liquidation occurring when adverse price moves exhaust a trader’s margin. It describes how large positions by whales can affect sentiment and prices, and how opposing…

CryptoPerpetual futuresVolatilityMarket microstructure
OKX Learn

The document profiles HyperLiquid as a blockchain and decentralized exchange focused on perpetual futures. It reports trading volume, revenue, share of on-chain perpetuals activity, and spot volume, alongside a market sell-off in which many traders were…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document introduces Aster as a decentralized exchange for spot and perpetual derivatives, with yield-bearing collateral, hidden orders, multichain access, and stock-linked perpetuals. It describes hidden orders as a privacy feature intended to reduce…

CryptoPerpetual futuresDerivatives pricingDeFi
OKX Learn

The document reports that three large crypto traders opened leveraged long positions in Bitcoin and Ethereum on Hyperliquid. It provides position sizes, leverage levels, and an aggregate notional value of about $92.87 million, attributing the report to…

CryptoPerpetual futuresOn-chain dataSentiment
OKX Learn

The document introduces decentralized exchanges for perpetual futures, describing smart contract execution, community governance, wallet based custody, and contracts without expiry. It contrasts these platforms with centralized exchanges on control, KYC,…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The article presents large wallet transactions as a possible signal of sentiment and accumulation, focusing on XRP and SOL. It also mentions the growth in SOL wallets holding more than 10,000 tokens and supply-in-profit measures for XRP, TRX, ETH, and SOL.…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document describes crypto liquidations as a possible cascade: leveraged positions are forcibly closed as prices move through liquidation levels, and those closures can add pressure to prices and trigger further liquidations. It reports large Bitcoin and…

CryptoRisk managementVolatilityPerpetual futures
OKX Learn

The article surveys three crypto assets through different market narratives. For PEPE, it points to meme-driven attention, social media interest, whale accumulation, and MACD and RSI readings, while naming resistance levels traders are watching. For ASTER,…

CryptoPerpetual futuresTechnical indicatorsSentiment
OKX Learn

The document compares Hyperliquid, Aster, and Lighter as venues in the decentralized perpetual futures market. It describes perpetual contracts as futures without expiry and contrasts the platforms’ stated approaches: Hyperliquid emphasizes its own Layer 1,…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document explains how leveraged positions can be forcibly closed when collateral falls below platform requirements, and how those closures may affect prices, liquidity, and sentiment. It connects large trader activity with liquidation risk: whale…

CryptoPerpetual futuresOn-chain dataRisk management
OKX Learn

The document outlines Hyperliquid’s reported validator expansion and trading features. It says the validator set grew from 13 to 21, presenting the increase as a way to distribute control and strengthen network resilience. Its exchange features include…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The document describes how large Bitcoin traders use leveraged positions and how those trades can affect market volatility. It gives an example of a trader holding a 20x leveraged long position and reports its size, entry and liquidation prices, and floating…

CryptoPerpetual futuresOn-chain dataRisk management
OKX Learn

The document introduces perpetual futures as contracts without an expiry date and explains the basic relationship between leverage, collateral, losses, and forced liquidation. It then contrasts on-chain perpetual trading with centralized exchanges,…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document describes trader James Wynn’s leveraged positions in PEPE and Ethereum, framing them as examples of the potential gains and losses in volatile crypto markets. It notes prior large losses and liquidations, but the position sizes and liquidation…

CryptoPerpetual futuresTechnical indicatorsRisk management
OKX Learn

The document introduces Bitcoin futures as derivatives for taking long or short exposure without holding Bitcoin, then distinguishes perpetual contracts from dated delivery futures. Perpetuals have no expiry and use periodic funding payments to help align…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document introduces perpetual futures for ZORA and TAG and explains their basic structure: they have no expiration date, require traders to maintain margin, and use funding payments to keep contract prices near spot. It notes that the contracts offer up…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

The document outlines Resolv Protocol’s approach to a crypto-backed stablecoin, USR, using ETH and BTC collateral alongside perpetual futures hedges intended to reduce exposure to price moves. It describes USR as targeting a one-dollar peg and being…

CryptoDeFiPerpetual futuresDerivatives pricing
OKX Learn

The document explains that Pendle users pay blockchain transaction fees when creating or trading principal and yield tokens, providing liquidity, participating in governance, or using Boros. It identifies transaction complexity and network congestion as…

CryptoDeFiExecutionPerpetual futures
OKX Learn

The article surveys forces shaping decentralized exchanges and DeFi, including faster Layer 1 networks, venture funding, privacy tools based on zero-knowledge proofs, real-world asset tokenization, and interfaces intended to simplify trading. It presents…

CryptoDeFiMarket microstructurePerpetual futures
OKX Learn

The article surveys several ways emerging DeFi protocols may generate revenue: decentralized derivatives trading, synthetic stablecoins, fee burns, lending, staking, and cross-chain services. It uses Hyperliquid, Ethena, and NEAR as examples, describing…

CryptoDeFiPerpetual futuresCarry