Skip to content

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

8,431 documents

OKX Learn

The article describes two XRP Ledger use cases: XAO DAO’s hybrid governance model and Dubai’s real estate tokenization initiative. XAO DAO is presented as combining on-chain votes with off-chain legal structures, with voting power linked to XRP balances at…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The article surveys factors that may shape PEPE’s volatile price action: chart patterns, momentum indicators, large-holder activity, derivatives positioning, social sentiment, and broader crypto conditions. It describes a bearish head-and-shoulders…

CryptoTechnical indicatorsVolatilitySentiment
OKX Learn

The document surveys Tron’s business and ecosystem, focusing on a proposed reverse merger and rebranding, Justin Sun’s investment and advisory role, and the network’s reliance on Tether activity. It attributes substantial transaction volume and revenue to…

CryptoRisk managementDeFi
OKX Learn

The document presents a qualitative checklist for finding emerging memecoins. It emphasizes community engagement across social platforms, token supply and distribution, possible burn or staking mechanisms, and the credibility and transparency of the…

CryptoSentimentOn-chain dataRisk management
OKX Learn

The document outlines ways to reduce costs when moving altcoins from exchanges and highlights basic safeguards for withdrawals. It recommends comparing exchange and network fees, choosing lower-cost assets or networks when appropriate, consolidating…

CryptoExecutionRisk management
OKX Learn

The document compares the positions of Solana, Base, Ethereum, and Polygon in the NFT market. It describes Base’s reported trading volume growth, supported by Coinbase’s user base and creator tools such as Zora, alongside Solana’s speed, low fees, and…

Crypto
OKX Learn

The article introduces Polkadot as a multi-chain network built around a relay chain and connected parachains. It says the relay chain coordinates consensus and shared security, while parachains operate as separate chains that can exchange data. The network…

CryptoSpot marketsPortfolio constructionExecution
OKX Learn

The article distinguishes four stablecoin designs: fiat-backed, crypto-backed, algorithmic, and commodity-backed. It outlines their differing dependencies and risks, including issuer and custodian trust, collateral volatility, peg failure, and physical asset…

CryptoDeFiArbitrageMachine learning
OKX Learn

The document presents a broad checklist of influences on aBNBc’s price: market conditions, global economic factors, technological developments, public sentiment, regulation, regional conditions, liquidity, and transaction fees. It suggests that partnerships…

CryptoSentimentVolatilityTechnical indicators
OKX Learn

The article compares two different policy directions for digital assets. It describes Kenya’s repeal of a proposed 3% digital asset tax, its replacement with a 10% excise duty on exchange and wallet transaction fees, and plans for five regulators to oversee…

CryptoEvent-drivenRisk managementUS markets
OKX Learn

The article introduces contrarian investing as taking positions against prevailing investor sentiment, such as considering purchases during pessimism or sales amid broad optimism. It names the bull-bear ratio and Consumer Confidence Index as sentiment…

EquitiesCryptoSentimentTechnical indicators
OKX Learn

The document introduces Initia as a blockchain ecosystem built around an L1 and interconnected L2 rollups. It presents interwoven rollups as the network’s approach to scalability and cross-chain communication, and says the project combines this architecture…

CryptoDeFiMulti-asset
OKX Learn

The article examines a crypto market sell-off in which liquidations were heavily concentrated in long positions. It links the episode to macroeconomic uncertainty following a strong U.S. jobs report and reduced expectations for a Federal Reserve rate cut,…

CryptoDerivatives pricingOptionsVolatility
OKX Learn

The document explains how XRP Ledger validators differ from ordinary nodes: validators check transactions, propose transaction sets, and vote during consensus, while regular nodes mainly relay and observe ledger data. Each participant follows a Unique Node…

CryptoRisk managementMarket microstructure
OKX Learn

The document introduces SuiBall, a hardware wallet designed for the Sui ecosystem, and explains clear signing as a way to address blind signing. Instead of approving opaque transaction data, users are shown transaction details in a human-readable form so…

CryptoDeFiRisk managementExecution
OKX Learn

The document surveys Ethereum’s position in DeFi using total value locked and application fee revenue, then considers factors it associates with that position: a large protocol ecosystem, institutional use, and activity on Layer-2 networks such as Base and…

CryptoDeFiOn-chain dataStatistics
OKX Learn

The document explains how Lido uses liquid staking to let users stake ETH while retaining a transferable claim through stETH and wstETH. It presents Lido’s market position as a source of liquidity and capital efficiency, and describes Ethereum’s Shanghai…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document defines a cryptocurrency trading pair as a base asset quoted against another asset. In BTC/USDT, BTC is the base and USDT is the quote: buying the pair exchanges USDT for BTC, while selling BTC returns USDT. The quoted price expresses the value…

CryptoSpot marketsMarket microstructure
OKX Learn

The document surveys large Chainlink token holders and the possible market effects of their accumulation, short-term trading, staking, and transfers between exchanges and self-custodied wallets. It presents whale behavior as an on-chain signal that may…

CryptoOn-chain dataSentimentVolatility
OKX Learn

The document describes memecoins as cryptoassets whose demand is often driven by internet culture, social media, celebrity attention, and speculation rather than established utility. It outlines a broad boom-and-decline pattern: attention can bring rapid…

CryptoSentimentVolatilityRisk management
OKX Learn

The document explains why buying crypto with no trading commission does not necessarily mean a zero-cost purchase. It distinguishes exchange trading fees, funding and withdrawal charges, blockchain network fees, and spreads, and argues that buyers should…

CryptoSpot marketsExecutionMarket microstructure
OKX Learn

The document explains EigenLayer’s restaking model: holders can reuse staked ETH or liquid staking tokens to support additional services, known as Actively Validated Services. It describes pooled security as a way for services to draw on Ethereum-linked…

CryptoDeFiRisk management
OKX Learn

The article combines two developments: reported large-scale ETH accumulation and emergency transfers from Binance and Bitget to Bybit after a major exchange theft. It uses wallet balances, fund flows, exchange disclosures, and transaction activity to frame…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document reviews several proposed drivers of a Bitcoin decline: inflation concerns, expectations of tighter Federal Reserve policy, geopolitical uncertainty, seasonal weakness in September, and leveraged long liquidations. It argues that thin weekend…

CryptoTechnical indicatorsRisk managementOn-chain data