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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

5,922 documents

OKX Learn

The guide compares Ethereum, Solana, Avalanche, and Cosmos as foundations for Web3 applications. It proposes evaluating platforms by smart contract support and language, developer tools, transaction capacity and cost, user base, security, and…

CryptoDeFiHigh-frequency trading
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 document surveys stablecoin designs and their potential roles in payments and treasury operations. It distinguishes fiat-backed, commodity-backed, crypto-backed, and algorithmic models, noting differences in reserves, collateral, and peg mechanisms. It…

CryptoDeFiExecutionRisk management
OKX Learn

The document surveys stablecoins as payment instruments, emphasizing their fiat-linked value, lower intermediary costs, and potential for faster domestic and cross-border transfers. It describes corporate and retailer payment adoption, closed-loop stablecoin…

CryptoDeFiMulti-assetUS markets
OKX Learn

The article surveys business models and activity it associates with cryptocurrency profitability, including Bitcoin mining, AI compute services, cloud mining, DeFi fees, Ethereum layer-2 scaling, Solana applications, token buybacks, DePIN, and tokenized…

CryptoDeFiMachine learningOn-chain data
OKX Learn

The document explains Harmony as a proof-of-stake layer-1 blockchain organized into four shards. It describes Beacon Chain responsibilities, randomized validator assignment using distributed randomness, PBFT consensus, periodic validator rotation, and fast…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document describes how Ripple’s settlement with the SEC changed perceptions of XRP’s regulatory risk. It reports a 17% price rise after the announcement and notes that XRP traded above key support levels, while warning that crypto volatility,…

CryptoSentimentSpot marketsDeFi
OKX Learn

The document outlines Frax Finance’s two-token structure: FRAX as its stablecoin and FXS as a volatile governance and utility token. It describes a hybrid stability design in which collateral backing is combined with algorithmic supply and demand management,…

CryptoDeFiRisk management
OKX Learn

The article surveys common uses of centralized exchange tokens, including trading fee discounts, ecosystem payments, liquidity participation, staking, and governance. It discusses token supply controls and burns, using OKB’s stated cap and burn as an example…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document introduces Turbos Finance as a Sui based liquidity venue and describes how providers may earn trading fees and SUI incentives. It also outlines USDC’s role as a stable asset for liquidity, lending, and yield activities. The material is an…

CryptoDeFiSpot markets
OKX Learn

The article describes Pendle’s separation of yield-bearing assets into Principal Tokens and Yield Tokens. PTs provide exposure to principal and can support fixed-yield approaches, while YTs represent future variable yield. It then outlines a strategy…

CryptoDeFiCarryArbitrage
OKX Learn

The article surveys institutional interest in Ether, Solana, and XRP, linking each asset to a different adoption narrative: Ethereum’s role in decentralized finance and NFTs, Solana’s throughput and low fees, and XRP’s cross-border payment use. It also…

CryptoDeFiSentimentMulti-asset
OKX Learn

The article describes purported ways XRP holders could earn yield through on-ledger staking, platform staking, and liquid staking tokens. It presents XRP Tundra’s dual-token design and tiered staking as examples, and says liquid tokens such as mXRP and stXRP…

CryptoDeFiOn-chain data
OKX Learn

The document combines chart-based observations with network indicators to discuss Arbitrum and its governance token, ARB. It identifies a trading range with support and resistance levels, describes a weekly falling-wedge pattern, and suggests a possible…

CryptoDeFiTechnical indicatorsOn-chain data
OKX Learn

The document presents MetaDAO’s use of futarchy as a market-based alternative to conventional token voting. Participants trade on expected proposal outcomes, with market prices intended to aggregate views about which choice best serves the organization’s…

CryptoDeFiMarket microstructureEvent-driven
OKX Learn

The document describes Jupiter as a Solana-based DEX aggregator that routes token swaps across liquidity sources such as Raydium, Orca, and Serum. It explains how aggregation can seek better swap rates while reducing slippage and transaction costs, and…

CryptoDeFiTechnical indicatorsMomentum
OKX Learn

The document presents Quboid as a blockchain-based loyalty platform built on Avalanche. Its central concept is to tokenize loyalty points and brand tokens so rewards can move across participating brands and potentially be exchanged through shared liquidity…

CryptoDeFiOn-chain data
OKX Learn

The document describes a synchronized decline in ZKJ and KOGE, attributing it to large holders withdrawing liquidity and selling into interconnected token pools. It outlines a feedback loop: pressure in the KOGE/USDT pool pushed traders toward ZKJ, strained…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document surveys Sui’s architecture, market indicators, and ecosystem activity. It describes the Move language and object-centric data model as design features intended to support secure contracts and parallel transaction processing. For price analysis,…

CryptoTechnical indicatorsBreakoutDeFi
OKX Learn

The document surveys stablecoins as payment instruments, describing fiat pegs as a way to reduce the price volatility associated with other crypto assets. It highlights cross-border payments and remittances as potential uses, where direct blockchain…

CryptoDeFiRisk management
OKX Learn

The document explains Ethereum Name Service as a blockchain naming protocol that maps human-readable .eth names to Ethereum addresses and other records. It outlines the roles of smart contracts, a registry, and resolvers, then compares ENS with conventional…

CryptoSpot marketsDeFiRisk management