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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
Quantpedia
86 documents
TqSdk
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

5,922 documents

OKX Learn

Pendle divides yield-bearing assets into Principal Tokens (PT), which represent principal, and Yield Tokens (YT), which represent future yield. This separation lets users trade exposure to principal and yield independently. The document also describes an…

CryptoDeFiDerivatives pricingCarry
OKX Learn

The document introduces ZKsync as an Ethereum Layer 2 that uses zero-knowledge rollups to bundle transactions and reduce the work handled by the main network. It also describes the ZK token as a tool for governance and ecosystem incentives, and presents the…

CryptoDeFiStatistics
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 describes Solana’s Confidential Balances as a way to hide selected transaction and token-management details while retaining verification and optional audit access. It identifies zero-knowledge proofs as a means to prove validity without…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The document links a reported Litecoin breakout above a descending trendline with corporate interest in holding crypto as a treasury asset. It describes Luxxfolio’s Litecoin holdings and Swedish Refine Group’s Bitcoin treasury approach, including a per-share…

CryptoBreakoutOn-chain dataDeFi
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 drivers of BONK’s rise, including token burns, community growth, increased trading activity, technical patterns, and Grayscale’s watchlist inclusion. It presents burns as a possible source of scarcity, while emphasizing that their…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document explains how Ethereum ETFs provide exchange-traded exposure without requiring investors to manage wallets or private keys. It attributes institutional interest to Ethereum’s smart contract applications and potential yield features, and argues…

CryptoSpot marketsDeFiSentiment
OKX Learn

The document describes USDJ as a dollar-pegged stablecoin minted through Tron’s JustStable protocol. Users lock TRX in a collateralized debt position to borrow USDJ; the text gives a typical minimum collateral ratio of 150% and illustrates the relationship…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document surveys Cardano wallet choices by their broad functions. Hot wallets connect to the internet and can offer access to decentralized applications, staking, and NFT management. Cold wallets keep private keys offline and are presented as more…

CryptoRisk managementDeFi
OKX Learn

The document explains how ERC20 tokens work within Ethereum and why transactions involving them require gas paid in ETH. It notes that fees vary with network demand and transaction complexity, with smart contract interactions generally using more gas than…

CryptoDeFiExecution
OKX Learn

The document describes MAGIC as the token of Treasure, a gaming and NFT ecosystem on Arbitrum. It identifies in-game purchases and governance as uses, and says the token’s capped supply may matter if ecosystem activity grows. It also attributes potential…

CryptoDeFiOn-chain dataMomentum
OKX Learn

The article explains a bullish thesis for Ethereum based on institutional access, staking, fee burning, and the network’s roles in decentralized finance, stablecoins, and tokenization. It cites spot ETF inflows, the share of supply staked, staking yields,…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The document compares Bonk and Shiba Inu as community-driven meme coins, focusing on their different blockchain foundations and ecosystem aims. It describes Bonk as a Solana token associated with staking and airdrops, low transaction costs, and community…

CryptoDeFiSpot markets
OKX Learn

The article outlines JustLend DAO’s role in TRON DeFi and describes several protocol features, including lending, borrowing, staking, and energy rental. It explains that sTRX represents staked TRX and can be used as collateral to mint USDD in the sTRX Vault.…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document examines BONK as a Solana meme coin whose price behavior is described as driven largely by speculation, social attention, and community activity. It discusses the token’s large circulating supply and explains how that supply makes a one dollar…

CryptoDeFiVolatilitySentiment
OKX Learn

The document explains Ethereum’s transition from Proof of Work to Proof of Stake through the Merge, when the Mainnet joined the Beacon Chain. It outlines the change from miners competing with computing power to validators proposing and confirming blocks…

CryptoDeFiRisk managementPortfolio construction
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 explains Optimism as an Ethereum Layer 2 that batches transactions off-chain and posts them to Ethereum. Its overview of optimistic rollups says transactions are treated as valid unless challenged through a fraud-proof process. It also describes…

CryptoTechnical indicatorsBreakoutStatistics
OKX Learn

The document describes Talus as a Layer 1 blockchain project intended to support autonomous AI agents and applications. Its architecture combines Move-based smart contracts, a Cosmos SDK and CometBFT node, Inter-Blockchain Communication for cross-chain…

CryptoMachine learningDeFiMulti-asset
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 introduces DBR as deBridge’s governance token for a cross-chain protocol and describes staking as a way to participate in decisions about upgrades, funding, and strategy. It also presents staking rewards and network support as additional token…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document presents SEED as the token of Seed DAO, a community project focused on creating extended, virtual, and augmented reality content. It describes Seed World as a virtual-world sandbox, outlines a proposed role for token and NFT holders in the…

CryptoDeFiSpot markets
OKX Learn

The document explains how leveraged Ethereum positions can be forcibly closed when prices breach margin requirements, creating cascades that amplify volatility. It distinguishes centralized exchange liquidations from DeFi loan liquidations, where falling…

CryptoVolatilityRisk managementMarket microstructure