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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

8,431 documents

OKX Learn

The document introduces cat-themed memecoins as tokens whose appeal comes mainly from internet culture, branding, and community participation. It places them in the wider memecoin trend, using Dogecoin’s history to explain how a joke token can attract a…

CryptoSentimentSpot markets
OKX Learn

The document explains liquidation as the forced closure of a leveraged position after adverse price moves, using PEPE as an example of a volatile meme coin. It links rapid price swings to market sentiment, social media activity, and broader crypto…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document describes BitMine’s shift from Bitcoin mining toward holding Ethereum as a corporate reserve asset, using a strategy compared with public companies that accumulate Bitcoin. It frames a listed company’s shares as an indirect route for traditional…

CryptoEquitiesPortfolio constructionRisk management
OKX Learn

The document describes South Korea’s proposed Digital Asset Basic Act and its potential to permit local stablecoin issuance. It identifies a minimum equity capital requirement for issuers and names the Financial Services Commission as the approving…

CryptoFixed incomeRisk managementChina markets
OKX Learn

The article presents corporate Bitcoin and Ethereum holdings as an early connection between traditional finance and decentralized finance. Citing Ethereum co-founder Joseph Lubin’s view, it describes companies such as MicroStrategy and Semler Scientific as…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article surveys three forces it says may shape Bitcoin markets: exchange flows, possible changes in US reserve policy, and mining economics. It explains exchange netflow as the balance of Bitcoin moving into or out of exchange wallets and interprets a…

CryptoOn-chain dataRisk managementUS markets
OKX Learn

The article describes Chainlink’s work on real-world asset tokenization and cross-chain infrastructure alongside Circle’s stablecoin initiatives. It highlights Chainlink’s Build and Scale programs, Cross-Chain Interoperability Protocol, and Proof of Reserve,…

CryptoDeFiFixed incomeMulti-asset
OKX Learn

The article outlines Linea’s Ethereum Layer-2 design, describing how zkEVM and zero-knowledge rollups process transactions away from the main chain to target lower costs and greater throughput. It emphasizes EVM compatibility as a way for developers to port…

CryptoDeFiOn-chain dataExecution
OKX Learn

This market commentary reviews Bitcoin and Ether futures, perpetual swap funding, and options conditions during a spot-price decline in July 2024. It reports that short-dated implied volatility rose as traders sought downside protection, while options risk…

CryptoFuturesOptionsVolatility
OKX Learn

The article describes Safety Shot’s announced BONK treasury partnership, including an exchange of BONK tokens for convertible preferred shares. It frames the arrangement as corporate exposure to a Solana-based memecoin and discusses possible motivations such…

CryptoEquitiesDeFiPortfolio construction
OKX Learn

The document introduces Chainlink’s oracle network and its Cross-Chain Interoperability Protocol (CCIP), describing how these services connect blockchain networks. It highlights cross-chain token transfers, communication between smart contracts, and oracle…

CryptoDeFiOn-chain dataExecution
OKX Learn

The article surveys Linea, an Ethereum Layer 2 using zk-rollup technology, and discusses its user activity, total value secured, on-chain profit, and position relative to competing networks. It attributes engagement in part to the Voyage program, which…

CryptoDeFiStatisticsSentiment
OKX Learn

The article introduces Zcash’s transparent and shielded transaction options and explains how zk-SNARKs can conceal transaction parties and amounts while allowing selective disclosure. It then describes Grayscale’s filing to convert its Zcash Trust into a…

CryptoUS marketsSentimentRisk management
OKX Learn

The guide describes Liquity as a decentralized protocol where users deposit ETH into a Trove and mint LUSD against it. It contrasts V1, which charges a one-time borrowing fee and has a stated minimum collateral ratio, with V2, where borrowers choose interest…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The guide explains how Ethereum futures ETFs provide ETH price exposure through exchange traded shares backed by futures contracts rather than by ETH itself. It describes contract rolls, contango, fees, liquidity, tracking error, and the difference between…

CryptoFuturesDerivatives pricingRisk management
OKX Learn

The document introduces privacy-focused blockchain systems and governance tokens as tools for addressing confidentiality and decentralized decision-making. It explains zero-knowledge proofs at a high level: a party can demonstrate that information is valid…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document surveys Cardano’s proof-of-stake design, staking participation, proposed scaling work, and community governance. It describes Ouroboros Leios as an effort to improve transaction throughput, Hydra as a layer-two approach that processes…

CryptoDeFiPortfolio constructionSpot markets
OKX Learn

The document outlines airdrops as a way for blockchain projects to distribute tokens, reward early supporters, encourage participation, and build communities. It describes token generation events (TGEs) as a milestone for launching tokens and allocating them…

CryptoEvent-drivenSentimentDeFi
OKX Learn

The document explains why traders track the relationship between bitcoin and technology stocks: correlated assets may offer less diversification, while assets that move independently may help spread portfolio risk. It describes shared reactions to…

CryptoEquitiesStatisticsPortfolio construction
OKX Learn

The document describes Eclipse Labs’ shift from blockchain infrastructure development toward user-facing applications after its token generation event. It reports a major workforce reduction and the appointment of Sydney Huang as CEO, framing the changes as…

CryptoRisk management
OKX Learn

The document links declining Bitcoin exchange balances and reported institutional accumulation with the possibility of tighter tradable supply. It points to exchange reserves, over-the-counter desk balances, spot ETF inflows, miner activity, and hashrate as…

CryptoOn-chain dataTechnical indicatorsVolatility
OKX Learn

The document explains that XRP has a fixed supply created at the XRP Ledger’s launch, so users cannot earn new XRP by mining. It contrasts proof-of-work systems, where miners compete to add blocks and receive rewards, with the XRP Ledger’s validator-based…

CryptoSpot marketsRisk management
OKX Learn

The document introduces JustLend DAO as a Tron-based money market where users supply assets to liquidity pools and borrow against them. It describes jTokens as part of the lending model and says JST holders participate in governance. It also mentions an…

CryptoDeFiRisk management
OKX Learn

The document surveys factors that can influence housing prices and affordability in towns. It identifies population growth and limited inventory as sources of supply-demand pressure, and describes restrictive zoning, especially preferences for single-family…

StatisticsRisk management