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
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

8,431 documents

OKX Learn

The article attributes a crypto market decline to several interacting factors: large-holder selling, weak risk appetite, thin order books, options expirations, and technical weakness. It also describes divergent activity among market participants, with…

CryptoVolatilityMarket microstructureSentiment
OKX Learn

The article describes a proposed exchange traded fund combining PENGU, a Solana based token associated with the Pudgy Penguins ecosystem, and selected Pudgy Penguins NFTs. Its stated allocation is 80–95% PENGU and 5–15% NFTs. The proposal is presented as a…

CryptoSpot marketsDeFiRisk management
OKX Learn

This overview introduces futures, options, and perpetual contracts as ways to speculate on altcoin prices or hedge exposure without holding the assets directly. It explains that leverage lets a trader control a larger position with less capital, while…

CryptoDerivatives pricingRisk managementExecution
OKX Learn

The document explains the distinction between US dollar stablecoin margined options and crypto margined options for BTC and ETH. In the described linear contracts, margin, premium, payoff, and settlement are denominated in USD or supported stablecoins; the…

CryptoOptionsDerivatives pricingRisk management
OKX Learn

The article outlines how machine learning tools may extend conventional crypto technical analysis. It describes processing price history, sentiment, news, and macroeconomic information to identify patterns or estimate market direction, and gives RSI and…

CryptoMachine learningTechnical indicatorsBacktesting
OKX Learn

The document surveys reported Bitcoin holdings and purchase approaches among companies and a national government. Examples include businesses raising capital to acquire Bitcoin, a Japanese firm that plans quarterly mark-to-market reporting, and a company…

CryptoPortfolio constructionRisk managementOn-chain data
OKX Learn

The document explains Lynq as an institutional settlement network built on Avalanche that uses tokens linked to money market funds. Those tokens are intended to support payments at any time while allowing idle cash to earn fund yield. The proposed model…

CryptoFixed incomeDeFiOn-chain data
OKX Learn

The document describes Linea as an Ethereum-compatible zkEVM Layer 2 intended to lower transaction costs and move computation away from mainnet. It presents the network’s dual-burn design as affecting ETH and LINEA supply, but the section explaining the…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Ethereum decentralized applications and describes how users connect a wallet to smart contracts for activities such as trading, lending, staking, and collecting digital assets. It explains that dapps rely on blockchain code, while…

CryptoDeFiOn-chain dataExecution
OKX Learn

The article explains how large holders can use wrapped Bitcoin as collateral in recursive lending: borrowing against an asset and reinvesting the proceeds to increase exposure. This can magnify returns when prices rise, but a decline in collateral value can…

CryptoRisk managementMarket microstructureDeFi
OKX Learn

The article surveys meme coins in 2025, describing a shift in project positioning from community speculation toward claimed utility, staking incentives, trading tools, and blockchain integrations. It highlights several Solana-based projects and argues that…

CryptoDeFiSentimentRisk management
OKX Learn

The article assesses Bitcoin against common safe-haven criteria: stability, liquidity, scarcity, and low correlation with risk assets. It contrasts Bitcoin with gold, government bonds, and major currencies, then weighs Bitcoin’s capped supply,…

CryptoRisk managementVolatilityPortfolio construction
OKX Learn

The article describes institutional exposure to Solana through Pantera Capital and companies that raise funds to hold SOL. It presents treasury companies as a route for investors to gain exposure and compares the approach with corporate Bitcoin holdings. The…

CryptoDeFiPosition sizing
OKX Learn

The document presents USELESS Coin as a Solana meme token whose appeal rests on irony, community attention, and speculative sentiment rather than a stated use case. It describes how a viral narrative can attract holders and trading activity, and reports a…

CryptoSentimentTechnical indicatorsVolatility
OKX Learn

The article explains Polygon’s Heimdall v2 upgrade as an infrastructure modernization involving a move from Tendermint and an older Cosmos SDK version to CometBFT and a newer SDK version, alongside changes to Bor nodes and protocol parameters. Its main…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document examines a large reported purchase of HYPE tokens, elevated exchange volume, the token’s price history, and Hyperliquid’s technical design. It frames a large purchase as a possible sign of confidence or short-term speculation, while explicitly…

CryptoOn-chain dataMarket microstructurePerpetual futures
OKX Learn

The document describes how ROAM’s reported price is calculated as a volume-weighted average across exchanges and markets. It explains that weighting prices by trading volume can give a more representative benchmark than a simple average, while noting that…

CryptoStatisticsVolatilitySpot markets
OKX Learn

The document introduces block trades as privately negotiated over-the-counter transactions used to execute large positions without routing the full order through a public exchange book. It outlines a typical request-for-quote process: a trader asks a…

ExecutionMarket microstructureRisk managementFutures
OKX Learn

The document explains block trading as privately negotiated over-the-counter execution for large positions. A trader submits a request for quote through a platform or broker-dealer, market makers provide prices, and an accepted trade is settled outside the…

ExecutionMarket microstructureRisk managementFutures
OKX Learn

This overview describes the expansion of spot Bitcoin and Ethereum ETFs, interest in funds covering additional crypto assets, and several models for stablecoins that generate yield. It distinguishes Treasury-backed, mixed-source, arbitrage-based, and…

CryptoSpot marketsFixed incomeDeFi
OKX Learn

The document surveys HYPE’s place in the Hyperliquid ecosystem, describing whale accumulation during corrections, the token’s reported uses, and Hyperliquid’s Layer 1 infrastructure. It also discusses HyperBFT, HyperEVM, Polygon’s higher gas limit, Solana’s…

CryptoSentimentOn-chain dataPerpetual futures
OKX Learn

The document outlines how Cardano uses a hard fork combinator to introduce protocol changes while keeping the network’s eras connected. It cites the Vasil upgrade as an earlier change and mentions proposed work on data storage, stake pool incentives,…

Crypto
OKX Learn

The document introduces Nano (XNO) as a cryptocurrency designed for fast, feeless transfers with low energy use. It describes a block-lattice structure in which each account maintains its own chain, and Open Representative Voting, in which elected…

CryptoSpot marketsMarket microstructureRisk management