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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

8,431 documents

OKX Learn

This guide offers broad principles for assessing speculative crypto assets, especially new projects, presales, meme coins, and low-cap tokens. It recommends prioritizing fundamentals, practical use cases, transparent teams, and credible roadmaps over hype,…

CryptoRisk managementSentimentOn-chain data
OKX Learn

The document outlines how tokenized securities represent traditional assets on blockchain networks and discusses regulatory controls intended to support compliant issuance and transfers. It describes ERC-3643 as a token standard with jurisdictional…

CryptoEquitiesFixed incomeUS markets
OKX Learn

The document introduces MIOTA as the tradable token of the IOTA network, designed for payments and data exchange among connected devices. It explains the Tangle as a directed acyclic graph in which transactions confirm earlier transactions, and presents this…

CryptoSpot marketsPerpetual futuresMarket microstructure
OKX Learn

The document presents Flying Tulip as a proposed multi-service DeFi platform associated with Andre Cronje. Its described design combines spot and derivatives trading, automated market makers, and central limit order books across multiple blockchains. A…

CryptoDeFiDerivatives pricingExecution
OKX Learn

The document introduces Hedera as a distributed ledger built around a directed acyclic graph and Hashgraph consensus. It describes asynchronous Byzantine fault tolerance, a gossip-based information-sharing protocol, and virtual voting as elements of the…

CryptoDeFiRisk management
OKX Learn

The document introduces ZKsync as an Ethereum layer two network using zero-knowledge rollups. It describes batching transactions off-chain and submitting a cryptographic validity proof to Ethereum, presenting this as a way to improve throughput and reduce…

CryptoDeFi
OKX Learn

The document explains self-custody as holding and managing digital assets without a third-party custodian. It frames the main benefit as greater control and reduced exposure to custodian failures or misconduct, with privacy also mentioned as a possible…

CryptoRisk managementSpot markets
OKX Learn

The document describes USDe as a DeFi-based synthetic dollar and presents its reported growth in total value locked as evidence of rising interest. It frames the token’s appeal around yield-generating strategies and decentralized operation, contrasting these…

CryptoDeFi
OKX Learn

The document reviews a Bitcoin selloff and lays out signals traders might monitor when assessing whether selling pressure is fading. It combines price support and resistance levels with sentiment readings, short-term holder realized losses, liquidation…

CryptoTechnical indicatorsSentimentOn-chain data
OKX Learn

The document links Ethereum’s Pectra upgrade to investor flows and market positioning. It describes wallet changes through EIP-7702, which lets externally owned accounts use smart contract functions such as sponsored gas payments, and a higher validator…

CryptoDerivatives pricingSentimentDeFi
OKX Learn

The article describes ETHZilla’s shift from biotechnology toward Ethereum treasury management. It reports that the company accumulated approximately 82,186 ETH and $238 million in cash, funded in part through private placements and convertible notes. Its…

CryptoPortfolio constructionDeFiRisk management
OKX Learn

The document reviews TRUMP token performance through its price decline from a January peak, falling trading volume, technical indicators, and possible market influences. It reports that price moved from $73.43 to $9.01 and volume from $36 billion to $300…

CryptoTechnical indicatorsSentimentVolatility
OKX Learn

The article presents Pencil Finance as an on-chain student lending protocol built on EDU Chain, an education-focused Layer 3 network. It describes a $10 million liquidity contribution from Animoca Brands and Open Campus as funding intended to support…

CryptoDeFiRisk management
OKX Learn

The document outlines VANA’s token supply and distribution, scheduled vesting releases, and the network’s data ownership model. It describes VANA as the native asset of an EVM-compatible Layer 1, used for staking and governance, with DataDAOs intended to let…

CryptoOn-chain dataDeFi
OKX Learn

The document explains how to connect an OKX account to TradingView and place crypto trades from its charting interface. It covers account authorization, finding OKX markets, using the order panel, and enabling instant order placement. It also describes…

CryptoExecutionPerpetual futuresRisk management
OKX Learn

The article uses BitMine’s reported Ethereum holdings and acquisition target to discuss institutional accumulation. It says the firm uses over-the-counter desks and direct transfers, which may reduce immediate exchange-market disruption and suggest a longer…

CryptoOn-chain dataMarket microstructureRisk management
OKX Learn

The document describes Quai Network’s integration with Wormhole’s Native Token Transfers standard. It explains the distinction between transferring native tokens and using wrapped representations: the stated aim is to preserve token ownership, metadata, and…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article examines how memecoin launchpads generate revenue and respond to changing activity, focusing on Pump.fun. It describes revenue allocation to native-token buybacks, a token-creator revenue-sharing arrangement, and PumpSwap as an in-ecosystem…

CryptoDeFiSentimentRisk management
OKX Learn

Perpetual contracts provide leveraged exposure to crypto prices without an expiry date. Unlike dated futures, they rely on periodic funding payments to encourage the contract price to track spot: positive funding transfers payment from longs to shorts, while…

CryptoPerpetual futuresDerivatives pricingRisk management
OKX Learn

A crypto order book displays outstanding bids and asks for a trading pair. The article explains price, order quantity and cumulative total, along with the best bid and ask, mid-market price and spread. It describes price-time matching in broad terms: an…

CryptoMarket microstructureExecutionSpot markets
OKX Learn

The document compares WorldChain and Unichain, two Ethereum Layer 2 networks built with Optimism’s OP Stack, an optimistic rollup framework. It presents Unichain as focused on decentralized finance, with lower fees, interoperability, an ERC-7683 token…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document explains the steps involved in withdrawing crypto or fiat from OKX. Crypto withdrawals require asset and network selection, a recipient address, and account verification; after submission, the transfer must be processed by the exchange and…

CryptoExecutionMarket microstructure
OKX Learn

The document describes the x402 protocol as a way to request cryptocurrency payment for API access or web content by using HTTP’s 402 status code. It says payments can be made in stablecoins such as USDT and USDC, with AI agents automating transactions. PING…

CryptoDeFiExecutionVolatility
OKX Learn

The document presents a qualitative overview of PENGU, a token associated with the Pudgy Penguins ecosystem. It identifies a support zone around $0.028–$0.030 and suggests a move above $0.031 could lead toward resistance between $0.035 and $0.043. Fibonacci…

CryptoTechnical indicatorsBreakoutSentiment