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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
WonderTrader
14 documents
Alphalens
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 document explains Tranchess as a DeFi structured product that divides exposure to an underlying crypto asset into tokens intended for different risk and return profiles. It describes BISHOP as a lower risk yield option, QUEEN as moderate exposure, and…

CryptoDeFiVolatilityTechnical indicators
OKX Learn

The document makes a bullish case for Ethereum relative to Bitcoin, citing corporate treasury holdings, regulated investment products, staking, and the network’s role in decentralized finance and smart contracts. It frames ETH as both an investable asset and…

CryptoDeFiMomentumPortfolio construction
OKX Learn

The document describes a downturn in NFT trading and a shift from hype-led activity toward platforms that emphasize utility. It compares marketplaces by their stated features: OpenSea's breadth and non-custodial approach, Blur's fee and aggregation focus,…

CryptoMarket microstructureDeFiRisk management
OKX Learn

The document explains why Bitcoin holders do not receive native staking rewards: Bitcoin uses proof of work, where miners secure the network, rather than proof of stake. It surveys alternative ways to seek returns, including futures arbitrage, lending,…

CryptoDeFiArbitragePerpetual futures
OKX Learn

The document describes Babylon Genesis as a proof-of-stake blockchain that uses Bitcoin as an economic security layer. Its staking model is presented as a way for Bitcoin holders and BABY participants to support security without surrendering custody, and to…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document explains how Polymarket prediction markets use UMA’s Optimistic Oracle to connect real-world event outcomes to smart contract resolutions. It describes the oracle whitelist as a set of approved sources intended to support reliable resolution,…

CryptoDeFiMarket microstructureRisk management
OKX Learn

EigenLayer is presented as a middleware protocol that lets holders restake ETH or liquid staking tokens to help secure additional services, described as actively validated services (AVSs). The article contrasts this shared security model with ordinary…

CryptoDeFiRisk managementOn-chain data
OKX Learn

SSV Network applies distributed validator technology (DVT) to Ethereum staking. It divides validator key control among multiple independent operators, who coordinate to perform validator actions. This setup aims to reduce reliance on any single operator and…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document outlines MetaMask’s planned U.S. dollar-pegged stablecoin, mUSD, and its intended links to decentralized issuance, payments infrastructure, and wallet services. It says the project would use the M^0 protocol and Stripe’s Bridge, maintain…

CryptoDeFiFixed incomeRisk management
OKX Learn

The document presents BlockDAG as a proposed hybrid of a directed acyclic graph and proof-of-work blockchain. It claims the design aims to combine higher transaction throughput and lower fees with proof-of-work security, and states a capacity of up to 15,000…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document surveys several proposed intersections of AI and blockchain. For crypto traders, it highlights AI tools that analyze social media sentiment and produce signals, alongside a security and market intelligence service that combines project…

CryptoMachine learningSentimentDeFi
OKX Learn

The document describes Aerodrome Finance’s use of its Public Goods Fund to buy and lock AERO tokens, presenting the reduction in circulating supply as a potentially deflationary mechanism. It also outlines veAERO, where token locking supports governance, and…

CryptoDeFiOn-chain dataTechnical indicators
OKX Learn

The document examines allegations that a single entity captured a large share of aPriori’s APR airdrop through interconnected wallets and automated claims. It reports that analytics firm Bubblemaps flagged 14,000 linked wallets, funded with small amounts of…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

This article examines Stader’s SD token after its Bithumb listing with a Korean won trading pair. It explains that a local-currency market may broaden access and liquidity, and describes how exchange price differences can create arbitrage opportunities. It…

CryptoDeFiArbitrageTechnical indicators
OKX Learn

The document describes a market narrative in which a Bitcoin breakout and cooler Bitcoin volatility may precede capital rotation into altcoins. It names Ethereum, Solana, and XRP as potential beneficiaries and introduces the Altseason Index, defined here as…

CryptoMomentumSentimentPortfolio construction
OKX Learn

The document explains PeerDAS as a data availability sampling approach in Ethereum’s Fusaka upgrade. Nodes sample portions of data, with statistical sampling and erasure coding described as ways to check availability without downloading all data. The article…

CryptoStatisticsDeFiMarket microstructure
OKX Learn

The article explains Polygon’s transition from MATIC to POL as part of its Polygon 2.0 roadmap. It says migration is automatic for MATIC held on Polygon PoS, while holders on Ethereum, zkEVM, or centralized exchanges may need to migrate manually. It…

CryptoDeFiOn-chain data
OKX Learn

The article attributes Base’s 2024 expansion to its Onchain Summer campaign, lower transaction fees, Coinbase smart wallet features, developer grants, and community and brand partnerships. It highlights stablecoin transfers, total value locked, and the share…

CryptoDeFiOn-chain data
OKX Learn

This overview describes forces shaping cryptocurrency adoption, including institutional participation, blockchain technology, regulation, decentralized finance, stablecoins, and applications beyond financial markets. It contrasts Bitcoin’s proof-of-work…

CryptoDeFiVolatilityMulti-asset
OKX Learn

The article surveys AI-assisted cryptocurrency trading, describing how machine learning may analyze historical prices, market trends, and blockchain activity to inform or automate decisions. It also introduces multi-chain access through a single account,…

CryptoMachine learningOn-chain dataExecution
OKX Learn

This account describes an exploit affecting Balancer V2 pools across several blockchain networks. It attributes the attack to weaknesses in pool price calculations during batch swaps, alongside problems in authorization and callback handling. The…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document outlines Solayer as a Solana restaking protocol. It describes users depositing SOL or liquid staking tokens into a pool and receiving sSOL, which the article says can support decentralized applications and active verification services. It also…

CryptoDeFiSpot marketsRisk management
OKX Learn

The article describes factors it associates with meme coin activity on BNB Chain: low transaction fees, community attention, social-media narratives, token burns, staking incentives, launch support, and access to decentralized finance features. It reports…

CryptoSentimentVolatilityDeFi