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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

2,013 documents

OKX Learn

The document reviews companies holding Bitcoin or other crypto assets as treasury reserves and describes potential motives such as inflation hedging, financial flexibility, and attracting investors. It uses Genius Group’s stated Bitcoin accumulation goal and…

CryptoPortfolio constructionRisk managementEquities
OKX Learn

The document describes Gumi Inc.’s plan to acquire ¥2.5 billion of XRP over several months, presenting it as part of a broader effort to bring blockchain into the company’s financial services and gaming operations. It contrasts XRP’s proposed role in…

CryptoSpot marketsRisk managementMulti-asset
OKX Learn

The document compares Solana and Ethereum in the market for tokenized real-world assets, emphasizing the growth of yield-bearing products such as tokenized treasuries and stablecoins. It reports market values, year-to-date growth rates, and market shares,…

CryptoDeFiMulti-assetFixed income
OKX Learn

This overview surveys themes shaping crypto markets, including institutional interest in spot ETFs, asset tokenization, corporate crypto treasuries, AI tools, altcoin activity, and DeFi liquidity. It connects these developments to possible effects on…

CryptoMulti-assetSentimentDeFi
OKX Learn

The document discusses Bitcoin’s changing relationship with the S&P 500, describing periods when the two markets move together and Bitcoin magnifies broad market gains and losses. It links this co-movement to portfolio diversification: Bitcoin may offer…

CryptoEquitiesMulti-assetPortfolio construction
OKX Learn

The document provides a broad overview of the cryptocurrency market in 2025, covering Bitcoin’s market leadership, Ethereum’s role in smart contracts and decentralized finance, stablecoins, Layer 1 and Layer 2 networks, tokenized real-world assets, and…

CryptoDeFiMulti-assetSentiment
OKX Learn

The document describes a partnership between Plume Network, an asset-tokenization ecosystem, and Allora Network, a decentralized AI network. The proposed use of collective intelligence is to support valuation, pricing, yield forecasting, and risk management…

CryptoDeFiMachine learningRisk management
OKX Learn

The document introduces blockchain tokenization as a way to represent ownership in real-world assets, including property, securities, and private equity. It describes fractional ownership and the role of investment platforms in issuing, trading, and managing…

CryptoMulti-assetPortfolio constructionRisk management
OKX Learn

The document surveys Mantle as an Ethereum Layer-2 network using Optimistic Rollup technology and describes an ecosystem that includes the MNT governance and utility token, the mETH liquid-staking protocol, and financial products such as an index product and…

CryptoDeFiMulti-asset
OKX Learn

The document describes SWFTC as a utility token for the SWFT Blockchain, a service for swapping and transferring assets across different blockchains. It explains that users can pay fees with SWFTC for discounts and outlines a basic swap flow: choose a source…

CryptoDeFiExecutionMulti-asset
OKX Learn

The article describes TeraWulf’s strategy of combining Bitcoin mining with hosting for artificial intelligence and high-performance computing. It presents a long-term colocation agreement with Fluidstack, expansion plans at the company’s New York campus, and…

CryptoEquitiesRisk managementMulti-asset
OKX Learn

The article surveys developments across Ethereum, Solana, and the wider crypto market. It describes Ethereum’s role in DeFi and enterprise applications, Solana’s emphasis on speed and low fees, and Ethereum’s planned Fusaka upgrade alongside Layer 2 scaling.…

CryptoDeFiSentimentVolatility
OKX Learn

The document explains quantitative tightening as the reduction of a central bank’s asset holdings, which withdraws liquidity, and contrasts it with quantitative easing. It describes the Bank of Japan’s announced reduction in government bond purchases and…

CryptoMulti-assetRisk managementStatistics
OKX Learn

The document describes Alchemy Pay’s plan to offer tokenized stocks and ETFs through its real-world asset ecosystem. It explains tokenization as representing financial or physical assets with blockchain tokens, and highlights fractional ownership, continuous…

CryptoEquitiesMulti-assetDeFi
OKX Learn

The document explains how blockchain tokens can represent rights to real-world assets, focusing on carbon credits, corporate bonds, and U.S. equities. It describes potential uses including fractional ownership, lifecycle tracking, automated processes through…

Multi-assetFixed incomeEquitiesDeFi
OKX Learn

The guide builds a long-term crypto outlook around Bitcoin’s roughly four-year halving cycle, noting the April 2024 halving and proposing a possible market peak in mid-to-late 2025 followed by correction and consolidation in 2026–2027. It then identifies…

CryptoMulti-assetTrend followingRisk management
OKX Learn

The document argues that investors’ concentration in domestic markets can reflect practical barriers as well as preferences. It describes currency conversion markups, tax forms, separate custody arrangements, and private-market eligibility rules as obstacles…

Multi-assetCryptoEquitiesExecution
OKX Learn

The document announces an investment in Bedrock and outlines its multi-asset restaking model. It explains that restaking lets already staked ETH secure protocols beyond Ethereum, potentially earning additional fees and rewards. The text says Bedrock works…

CryptoDeFiOn-chain dataMulti-asset
OKX Learn

The article examines two developments in exchange-traded products: extending an ETF share-class structure to actively managed mutual funds, and broadening the assets represented by a cryptocurrency benchmark. The share-class approach can reduce taxable…

CryptoMulti-assetRisk managementMarket microstructure
OKX Learn

The document argues that fiat currency systems and central bank liquidity measures can contribute to broad asset overvaluation. It links the end of the gold standard, quantitative easing, speculative behavior, and rising debt with the possibility of bubbles…

Multi-assetRisk managementCommoditiesFixed income
OKX Learn

The document presents Aptos as a Layer 1 blockchain aimed at high transaction throughput, describing Move smart contracts and parallel transaction processing as parts of its technical design. It focuses on payments integrations: Stripe support for…

CryptoDeFiSpot marketsMulti-asset
OKX Learn

The article outlines SEGG Media’s proposed Web3 strategy, centered on a multi-asset crypto treasury, validator operations, and tokenization of sports and entertainment interests. It describes an 80/20 capital allocation between crypto assets and strategic…

CryptoMulti-assetPortfolio constructionExecution
OKX Learn

The document defines a bear market as a prolonged decline, typically involving a fall of at least 20% from a recent high, and surveys examples from the Great Depression through 2022. It connects downturns to varied economic and market triggers, including…

Multi-assetRisk managementTechnical indicatorsSentiment