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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 document uses GMX’s July 2025 exploit to explain risks in DeFi and the wider cryptocurrency ecosystem. It attributes the incident to re-entrancy in GMX V1 contracts, manipulation of Bitcoin average short prices through the Vault, and flash loans used to…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document presents Celestia co-founder John Adler’s proposal to replace proof-of-stake with proof-of-governance. The proposal criticizes proof-of-stake’s economic security and ongoing token emissions, and argues that governance-centered consensus could…

CryptoDeFiSentimentRisk management
OKX Learn

The document traces ETHLend’s evolution from a direct peer-to-peer crypto lending platform into Aave’s liquidity-pool model. It says the earlier matching approach faced liquidity constraints and slow execution, while pools enabled faster access to borrowing…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document explains Pendle’s model for separating a yield-bearing asset into principal tokens and yield tokens. Principal tokens represent the underlying principal, while yield tokens represent future returns and can be traded separately. This separation…

CryptoDeFiDerivatives pricingCarry
OKX Learn

The document introduces Merlin Chain as a Bitcoin Layer 2 network that aims to combine Bitcoin asset support with EVM-compatible applications. It describes a ZK-rollup model that batches transactions and uses proofs, alongside bridging, staking, and…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces RED as a token associated with the RedStone Oracle network, which it describes as providing data feeds for smart contracts across multiple blockchains. It outlines the network’s modular design and mentions support for liquid restaking…

CryptoDeFiOn-chain data
OKX Learn

The document explains a proposed market-cycle pattern in which Bitcoin halvings reduce new issuance, a Bitcoin rally may follow, and liquidity may then move into altcoins. It suggests considering projects with real-world uses and sustainable tokenomics, and…

CryptoOn-chain dataMachine learningRisk management
OKX Learn

The document surveys trends in perpetual decentralized exchanges, including reported market growth, competition among platforms, institutional interest, and infrastructure changes. It describes how Layer 1 and Layer 2 systems, privacy tools, permissionless…

CryptoPerpetual futuresDeFiMarket microstructure
OKX Learn

The document describes Cycle Network as a cross-chain infrastructure project that aims to route assets and consolidate liquidity across multiple blockchains. It names state aggregation, APIs for moving assets, and a liquidity buffer as components of the…

CryptoDeFiOn-chain dataMulti-asset
OKX Learn

The document describes Ripple’s RLUSD stablecoin and its integration with Chainlink decentralized Price Feeds. Oracle feeds make external price data available to smart contracts; the article presents this as support for DeFi uses such as trading, lending,…

CryptoDeFiOn-chain data
OKX Learn

The article describes TON’s connection to Telegram, its wallet and application ecosystem, and a corporate treasury strategy involving a large private placement. It says TON Strategy Co. intends to use most of the funds raised to acquire Toncoin, representing…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The document outlines a DAO investment model in which a community organization acquires game-related assets, such as NFTs, virtual land, and in-game items, with the aim of earning revenue. It presents Yield Guild Games as an example, describing asset…

CryptoDeFiPortfolio construction
OKX Learn

The document discusses AAVE's price behavior and fundamentals through several lenses: support and potential upside levels, large-holder activity, protocol usage, and integration with Chainlink's Sustainable Value Reporting. It suggests that accumulation by…

CryptoDeFiOn-chain dataTechnical indicators
OKX Learn

The document surveys Japan’s approach to digital assets, presenting regulatory clarity, domestic oversight, and cautious experimentation as parts of a broader Web3 strategy. It discusses the country’s exploration of a central bank digital currency, claims…

CryptoDeFiChina marketsRisk management
OKX Learn

The document describes an exploit involving Kinto’s $K token on Arbitrum. A flaw in its minting contract reportedly let an attacker create nearly 7 million tokens against a circulating supply below 2 million. Rather than immediately selling the tokens, the…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document explains Starknet as an Ethereum Layer 2 that batches transactions off-chain and uses ZK-STARK proofs to validate batches on Ethereum. It describes sequencers as responsible for executing and grouping transactions, and presents STARK proofs as…

CryptoDeFiMachine learningRisk management
OKX Learn

The document links SEI’s market outlook to network performance, adoption measures, technical indicators, and prospective catalysts. It cites fast finality, transaction throughput, daily transactions, active wallets, native USDC issuance, and decentralized…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

The document introduces Kadena as a proof-of-work blockchain built around Chainweb, a multi-chain consensus design intended to increase throughput while retaining security and decentralization. It explains that KDA pays for computation and transaction fees,…

CryptoDeFiSpot markets
OKX Learn

The document discusses Ethereum features it identifies as EIP-7702 and Nightfall_4. It describes EIP-7702 as enabling temporary smart-wallet behavior for externally owned accounts, including bundled transactions, passkey authentication, and sponsored fees.…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document explains Zebec Network as infrastructure for continuous, programmable crypto payments. Instead of sending payroll as periodic lump sums, employers can configure payment streams, vesting, and conditional transfers through smart contracts,…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document explains how crypto-backed borrowing works: a borrower pledges digital assets, selects a loan amount and terms, receives cash or crypto, then repays to release the collateral. It introduces loan-to-value (LTV) as the relationship between…

CryptoRisk managementPosition sizingDeFi
OKX Learn

The document presents a bullish view of Ethereum, pointing to ascending triangle and flag formations, an upward-moving RSI, and support levels as possible signs of a breakout. It also connects Ethereum’s outlook to Layer 2 networks such as Arbitrum and…

CryptoTechnical indicatorsBreakoutDeFi
OKX Learn

The document describes a dollar-pegged crypto asset paired with a points program intended to reward activities such as trading, holding, staking, and using the asset in DeFi protocols. It presents the program as a way to encourage repeat use and increase…

CryptoDeFiRisk management