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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
WonderTrader
14 documents
Alphalens
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 links failed or delayed Solana transfers to network congestion, insufficient SOL for fees or account requirements, expired blockhashes, address errors, program failures, and RPC interruptions. It recommends checking a transaction signature in an…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article surveys proposed directions for scaling Ethereum, including increasing the block gas limit while raising costs for operations described as inefficient. It also discusses zero-knowledge proofs for privacy and communication between layer-two…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document explains how real-world assets such as property, commodities, and art can be represented as blockchain tokens. It outlines a typical process involving asset selection, token design, legal compliance, and ongoing management, with tokens…

CryptoDeFiCommoditiesRisk management
OKX Learn

The document outlines PENGU’s role in the Pudgy Penguins ecosystem, its stated expansion from Solana toward Ethereum and Abstract Chain, and the project’s links to NFTs, retail products, licensing, gaming, and metaverse plans. It reports an allocation of 51%…

CryptoTechnical indicatorsVolatilityRisk management
OKX Learn

The document explains why dollar-pegged stablecoins may appeal to people and businesses facing inflation, currency devaluation, limited banking access, or costly international transfers. It highlights Latin America, particularly Argentina and Venezuela, and…

CryptoForexRisk managementDeFi
OKX Learn

The document surveys Ripple CEO Brad Garlinghouse’s career, Ripple’s effort to use XRP in cross-border payments, and the company’s regulatory and product developments. It explains On-Demand Liquidity as a model in which XRP serves as a bridge asset for…

CryptoForexRisk managementUS markets
OKX Learn

The document describes Interactive Strength’s plan to build a corporate treasury centered on Fetch.ai’s FET token and connect Fetch.ai technology with its fitness business. It presents FET as part of a blockchain ecosystem using autonomous agents and…

CryptoEquitiesRisk management
OKX Learn

The article describes how XRP community members participated in Ripple’s SEC litigation through research, affidavits, and amicus briefs. It summarizes the ruling as distinguishing exchange sales from some institutional sales, and presents grassroots…

CryptoSentimentEvent-drivenRisk management
OKX Learn

The article surveys institutional interest in Bitcoin, Ethereum, and decentralized finance. It frames Bitcoin as a scarce treasury asset and Ethereum as a programmable network for smart contracts and decentralized applications. Corporate Bitcoin holdings are…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article explains Stellar as a public blockchain designed for lower-cost payments and transfers across currencies. Its Stellar Consensus Protocol is described as the mechanism supporting transaction agreement, while XLM serves as the native asset used for…

CryptoSpot marketsDeFiExecution
OKX Learn

The article attributes XRP’s recent rally to institutional interest, Ripple’s relationship with BNY Mellon as custodian for RLUSD, a shift of RLUSD activity toward the XRP Ledger, and reduced regulatory uncertainty after the Ripple–SEC case. It also…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

The document explains proof-of-work mining as a process in which computers repeatedly search for a nonce that produces a valid block hash. The successful miner proposes a block of transactions for network verification and receives newly issued coins plus…

CryptoStatisticsRisk managementOn-chain data
OKX Learn

The guide surveys OKX futures products and platform functions. It distinguishes dated contracts from perpetuals and compares stablecoin-margined with coin-margined contracts. It also describes isolated, cross, and portfolio margin, order types including OCO,…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The document describes a contractual dispute between Core Foundation and Maple Finance over their collaboration on lstBTC, a liquid-staked Bitcoin yield product. Core alleges that Maple used confidential information and intellectual property to develop the…

CryptoDeFiRisk management
OKX Learn

The document introduces MOODENG as a memecoin inspired by a popular Thai baby hippo and describes how viral attention and speculative trading contributed to its appeal. It notes reported rapid price gains and an early investor’s large return, presenting…

CryptoSentimentVolatility
OKX Learn

The document explains Pi Network’s mobile-based participation model, its transition to an Open Mainnet, and the use of the Stellar Consensus Protocol. It describes KYC as a prerequisite for migrating pre-mainnet balances and discusses proposed ecosystem uses…

CryptoSpot marketsRisk managementOn-chain data
OKX Learn

The document outlines a market narrative in which Bitcoin strength lifts sentiment across altcoins, memecoins, and decentralized finance tokens. It describes traders rotating toward smaller assets during bullish periods, and points to Ethereum’s role in…

CryptoDeFiSentimentMomentum
OKX Learn

The document describes Bitdeer’s plan to combine Bitcoin mining with artificial intelligence and high-performance computing. It says the company intends to repurpose infrastructure for data center workloads while continuing to expand its self-mining…

CryptoEquitiesUS markets
OKX Learn

This guide surveys Solana and selected projects in its ecosystem, explaining the SPL token standard and grouping applications by their roles. It describes Marinade and Jito as liquid staking services, with Jito adding MEV-related rewards; Orca as a…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document introduces Chainlink 2.0 as an oracle and Web3 infrastructure framework built around Decentralized Oracle Networks. These networks connect blockchains with external data and computation. Hybrid smart contracts combine on-chain execution with…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The article surveys how large holders may influence crypto prices and sentiment through buying, selling, or remaining inactive. It describes reported losses and selling in Ethereum, Solana, and meme coins, alongside whales who accumulate during declines. It…

CryptoOn-chain dataVolatilityTechnical indicators
OKX Learn

The document describes SEC Chairman Paul Atkins’ Project Crypto as a proposed effort to modernize U.S. securities regulation and support financial activity on public blockchains. It outlines three areas that could benefit from this direction: Layer 1…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

The document outlines a technical-analysis approach to Chainlink using named resistance and support levels, chart patterns, and momentum indicators. It identifies potential overhead levels from $17.50 through $42 and support zones from $16.50 down to $10.10.…

CryptoTechnical indicatorsBreakoutRisk management
OKX Learn

The document defines a trading pair as two assets exchanged relative to one another and distinguishes crypto-to-crypto, crypto-to-fiat, and crypto-to-stablecoin markets. It explains that the quote asset provides the reference for valuing the other asset,…

CryptoExecutionMarket microstructureTechnical indicators