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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 article explains staking as locking eligible crypto assets to support transaction validation in exchange for rewards, then describes how an ETF could provide exposure to those rewards without requiring investors to manage staking directly. It discusses…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The document presents diversification as allocating capital across assets to reduce dependence on any one holding or asset class. It says allocations should reflect risk tolerance, financial goals, and holding horizon, and explains that combining assets with…

CryptoRisk managementPortfolio constructionStatistics
OKX Learn

The document explains market capitalization as a way to compare the overall value of crypto projects. It defines the calculation as coin price multiplied by circulating supply and uses two hypothetical coins to show why a lower unit price does not…

CryptoStatisticsRisk managementPortfolio construction
OKX Learn

The document describes Orama Labs as a blockchain-based funding model intended to connect research proposals, project financing, intellectual property, commercialization, and reinvestment. Its LaunchPad product lets researchers present tokenized projects for…

CryptoDeFiPortfolio construction
OKX Learn

The article discusses a proposed U.S. strategic cryptocurrency reserve that would include Cardano alongside Bitcoin, Ethereum, XRP, and Solana. It describes ADA’s price rally and retracement after the announcement as an example of how prominent political…

CryptoEvent-drivenVolatilityPortfolio construction
OKX Learn

The article uses Polychain Capital's Celestia staking position and subsequent exit to examine emissions-based rewards, token lockups, and governance. It explains Celestia's modular design as separating consensus from data availability, then argues that…

CryptoRisk managementOn-chain dataPortfolio construction
OKX Learn

The document describes CEA Industries’ strategy of building a concentrated corporate treasury in BNB, with a stated ambition to own a target share of its total supply. It reports existing holdings and their average acquisition cost, planned financing through…

CryptoOn-chain dataDeFiPortfolio construction
OKX Learn

The document presents BitMine Immersion Technologies’ planned move from Bitcoin mining toward holding Ethereum as its main treasury asset. It describes a private placement intended to fund ETH purchases, a planned expansion of the company’s holdings, and the…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The document surveys ways companies and the Ethereum Foundation manage ETH and related assets. It describes holding ETH as a reserve asset, staking it to earn rewards, and using liquid staking to retain access to staked value. It also discusses selling ETH…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The article explains how Bitcoin exchange-traded funds provide price exposure through shares traded on traditional exchanges. It distinguishes funds backed by Bitcoin from those using Bitcoin futures and describes the convenience of gaining exposure without…

CryptoPortfolio constructionRisk managementOptions
OKX Learn

The document explains liquidity risk as the danger that an institution cannot meet near-term obligations without substantial losses. It identifies mismatches between asset maturities and shorter-lived funding as a structural source of vulnerability, and…

Risk managementPortfolio constructionExecutionMarket microstructure
OKX Learn

The document uses recent U.S. spot ETF flows to discuss shifts in crypto investor sentiment. It contrasts Bitcoin ETF outflows, including a day with no net inflow to IBIT, with sustained inflows into Ethereum ETFs. It also points to macroeconomic concerns…

CryptoSentimentOn-chain dataPortfolio construction
OKX Learn

The article surveys the prospect of including cryptocurrency and other alternative assets in 401(k) retirement plans following a described executive order. It outlines potential arguments in favor, such as diversification and appeal to younger savers,…

CryptoRisk managementPortfolio constructionUS markets
OKX Learn

The article describes proposed exchange-traded products tied to Polkadot and Cardano. It says the funds would passively hold the underlying tokens, use third-party custody, and reference named price indices, without leverage or derivatives. These features…

CryptoSpot marketsUS marketsPortfolio construction
OKX Learn

The document describes institutional Bitcoin adoption through corporate treasury holdings, capital raising, business services, and possible payroll use. It gives examples of Capital B, H100 Group, and the Smarter Web Company, reporting funding amounts and…

CryptoPortfolio constructionRisk managementUS markets
OKX Learn

The document surveys how companies are adding Bitcoin to corporate treasuries, raising capital to fund purchases, and incorporating Bitcoin into business operations. It gives examples of three firms and reports their fundraising amounts and holdings, as well…

CryptoPortfolio constructionRisk managementUS markets
OKX Learn

The document explains Mey Network’s proposed use of Property Token Offering NFTs to represent fractional interests in real estate. It presents tokenization as a way to lower capital barriers to property exposure and describes possible benefits such as rental…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document introduces exchange-traded funds as exchange-listed vehicles that can provide exposure to an index, sector, commodity, or other assets without requiring investors to buy each holding directly. It applies this general idea to cryptocurrency,…

CryptoMulti-assetPortfolio constructionRisk management
OKX Learn

The article outlines how Cosmos approaches blockchain interoperability through the Inter-Blockchain Communication protocol, which is described as a way for independent chains to exchange assets and data without centralized intermediaries. It presents the…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The document explains that crypto stocks are shares in publicly traded businesses whose operations or balance sheets are tied to cryptocurrency or blockchain activity. It groups examples such as exchanges, miners, stablecoin issuers, and corporate crypto…

CryptoEquitiesRisk managementPortfolio construction
OKX Learn

The document uses Vanguard’s holdings in Strategy Inc. to explain how a passive fund can acquire indirect exposure to an asset its manager criticizes. Because Strategy is included in indices tracked by some Vanguard funds, those funds hold its shares as part…

CryptoEquitiesPortfolio constructionUS markets
OKX Learn

The article surveys Cronos’s DeFi ecosystem through a set of partnerships and planned developments. It describes an integration of Morpho lending protocols via Crypto.com, including stablecoin markets backed by wrapped assets, and discusses using tokenized…

CryptoDeFiCarryPortfolio construction
OKX Learn

The document explains tokenization as representing ownership rights to assets with blockchain tokens. It describes potential benefits for transferring and managing assets: fractional ownership can make illiquid assets such as real estate or art more…

CryptoCommoditiesDeFiPortfolio construction
OKX Learn

The document describes Franklin Templeton’s EZPZ, an exchange-traded fund intended to track a digital asset index. It says the index currently holds Bitcoin and Ethereum using market capitalization weights, with allocations reported at approximately 87% and…

CryptoUS marketsPortfolio constructionExecution