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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

3,101 documents

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 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 compares Tron wallet options by custody model and internet connectivity. Software and hot wallets offer convenient access to transactions and decentralized applications, while hardware and cold wallets keep private keys offline and are presented…

CryptoSpot marketsDeFiRisk management
OKX Learn

The article presents Litecoin as a payment-focused cryptocurrency, emphasizing its stated 2.5-minute transaction interval, low fees, and use in cross-border transfers. It explains that halvings reduce the rate of new coin issuance and says past halvings have…

CryptoSpot marketsEvent-drivenRisk management
OKX Learn

The document describes Brera Holdings’ rebrand as Solmate and its planned shift toward a Solana digital asset treasury and infrastructure business. Its proposed approach is to accumulate and stake SOL across market cycles, while building bare-metal validator…

CryptoSpot marketsCarryRisk management
OKX Learn

The article reviews three pieces of proposed U.S. legislation: the CLARITY Act on digital asset classification and rules, the Anti-CBDC Surveillance State Act on restricting a U.S. central bank digital currency, and the GENIUS Act on stablecoin regulation.…

CryptoUS marketsDeFiSpot markets
OKX Learn

The document compares Bitcoin and Ether exchange-traded funds, focusing on institutional demand, ETF inflows, liquidity, and regulatory changes. It presents Ether ETF purchases as significant relative to new ETH issuance and links Ether interest to…

CryptoSpot marketsUS marketsMarket microstructure
OKX Learn

The document describes CyberKongz, an Ethereum NFT ecosystem spanning Genesis CyberKongz, Baby CyberKongz, and CyberKongz VX. It says Genesis NFTs generate BANANA tokens over a stated period, while BANANA can support breeding, customization, and game…

CryptoDeFiSpot markets
OKX Learn

The document reviews Bitcoin’s yearly performance through several factors: spot ETF access, macroeconomic conditions, the halving’s effect on new supply, and comparisons with stocks and gold. It describes how ETF availability may broaden investor access and…

CryptoVolatilityEvent-drivenSpot markets
OKX Learn

The document introduces peer-to-peer crypto trading, where users transact directly through a platform, and suggests monitoring crypto prices and demand when choosing when to trade. It discusses using stablecoins such as USDT and USDC to reduce exposure to…

CryptoArbitrageSpot marketsRisk management
OKX Learn

This product overview describes six OKX features relevant to trade execution and chart analysis. Chase Limit Orders adjust their limit price with the best bid or ask, with the stated aim of reducing wait time and slippage while keeping maker fees. Order…

CryptoExecutionTechnical indicatorsSpot markets
OKX Learn

The document compares spot and futures-based Ethereum exchange-traded funds with direct ETH ownership. It explains that spot funds hold ETH while futures funds use contracts, which can introduce tracking differences and roll costs. ETF shares trade through…

CryptoDerivatives pricingRisk managementSpot markets
OKX Learn

The document presents ORBT as a platform token whose proposed utility includes staking, access to creator tools, and a buyback program. It says platform fees paid in SOL are used to buy ORBT in the open market, after which tokens may be burned or distributed…

CryptoDeFiRisk managementSpot markets
OKX Learn

The document explains spot trading as buying or selling an asset for immediate settlement, then describes Lighter, an Ethereum Layer-2 decentralized exchange that combines spot and perpetual trading. Its proposed differentiators are zero trading fees for…

CryptoSpot marketsPerpetual futuresExecution
OKX Learn

The document introduces ArbDoge AI (AIDOGE) as a community-launched meme token on Arbitrum, with experiments involving AI-generated memes, NFTs, and potential dApp tools. It describes the project’s stated fair-launch approach, staking and NFT features,…

CryptoOn-chain dataRisk managementSpot markets
OKX Learn

The article explains Algorand’s Pure Proof-of-Stake staking approach and describes a 2025 shift from governance rewards to staking rewards. It says holders can earn rewards without a lock-up and that payouts are funded by transaction fees and a fixed reward…

CryptoDeFiSpot marketsRisk management
OKX Learn

The article presents the XRP Ledger as infrastructure for fast, low-cost stablecoin transfers and positions RLUSD for institutional and cross-border payment use. It compares XRPL’s transaction processing with Ethereum-based stablecoin transfers, citing…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document introduces WOO Network as a crypto ecosystem linking centralized trading services and decentralized finance, with an emphasis on liquidity and low trading fees. It describes WOO X as the centralized exchange and WOOFi as a decentralized service,…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document describes Metaplanet’s plan to build a large Bitcoin treasury, framing the asset as a long-term store of value and possible macroeconomic hedge. It reports the company’s recent purchase and total holdings, and gives a target for future…

CryptoRisk managementPortfolio constructionSpot markets
OKX Learn

The document reviews Hyperliquid’s growth as a decentralized venue for perpetual futures and spot trading. It attributes the platform’s expansion to its order book, custom Layer 1 infrastructure, high-throughput execution, native Bitcoin collateral, and an…

CryptoPerpetual futuresSpot marketsDeFi
OKX Learn

The document presents DEEP as a Solana-based token associated with a platform intended to bring AI tools and services together. It says the project launched in early 2025 and describes the token as supporting community contributions, including staking and…

CryptoMachine learningOn-chain dataSpot markets
OKX Learn

The article surveys Ethereum’s main economic and technical features, including its transition to proof of stake, staking, smart contracts, decentralized applications, and role in decentralized finance. It describes staking as a way for ETH holders to help…

CryptoDeFiSpot marketsPortfolio construction
OKX Learn

The document discusses SEC approval of Grayscale’s Digital Large Cap Fund conversion to an ETF that includes XRP alongside Bitcoin, Ethereum, Solana, and Cardano. It describes XRP’s share of the fund and frames the listing as a sign of possible regulatory…

CryptoSpot marketsUS marketsSentiment
OKX Learn

The guide offers a framework for comparing crypto exchanges across security and trust, trading fees, usability, product range, and asset selection. It explains the maker-taker fee model and suggests checking jurisdictional regulation, cold storage, and…

CryptoSpot marketsDerivatives pricingExecution