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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

The document introduces exchange-traded funds as exchange-listed vehicles that can provide exposure to an index, sector, commodity, or other assets without requiring investors to buy each holding directly. It applies this general idea to cryptocurrency,…

CryptoMulti-assetPortfolio constructionRisk management
OKX Learn

The document introduces XRP as a digital asset used on the XRP Ledger, distinguishing the token from Ripple, the company. It describes validator consensus in place of mining, fast settlement, low transaction fees, and a fixed supply. It also contrasts XRP’s…

CryptoSpot marketsRisk managementMarket microstructure
OKX Learn

The document explains WBTC as an ERC-20 token backed one-to-one by Bitcoin, allowing BTC exposure to be used in Ethereum-based lending, borrowing, and yield farming. It describes a reported whale sale of 700 WBTC after a four-year holding period, with 800…

CryptoOn-chain dataDeFiArbitrage
OKX Learn

The document describes a reported rotation by large holders from Bitcoin into Ethereum and frames it as a sign of diversification and confidence in Ethereum’s uses in DeFi, staking, and Layer 2 networks. It points to whale accumulation during market dips,…

CryptoOn-chain dataSentimentFutures
OKX Learn

The document introduces Pi Network’s mobile mining model and explains how users may receive Pi rewards through app participation, invitations, and security circles. It describes a security circle as a group of trusted users that contributes to the network’s…

CryptoSpot markets
OKX Learn

The document surveys ways analysts frame XRP price outlooks, combining support and resistance levels, chart patterns, moving averages, Elliott Wave interpretation, and possible market drivers. It lists support at $1.64, $1.90, $2.00, and $2.15, and…

CryptoTechnical indicatorsBreakoutRisk management
OKX Learn

The document discusses the DeepSeek AI platform, its founder Liang Wenfeng, and the platform’s reported origins in High-Flyer. It says DeepSeek began in 2023 and describes its AI model, data processing, and cloud infrastructure, while connecting the…

CryptoSentimentMachine learning
OKX Learn

The document describes a proposal to add OP_CHECKZKP to Dogecoin Core so scripts could verify zero-knowledge proofs on-chain. It introduces zero-knowledge proofs as a way to demonstrate that information is valid without disclosing the information itself, and…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

Bitcoin SV (BSV) is described as a 2018 hard fork from Bitcoin Cash, formed after disputes about block size and protocol direction. The article outlines its stated emphasis on large blocks, low fees, high throughput, and protocol stability, and contrasts…

CryptoSpot marketsMarket microstructureRisk management
OKX Learn

The document discusses large-holder accumulation in UNI, OM, WLD, and SAND as a possible signal of altcoin sentiment. It cites reported changes in UNI holder netflows, accumulation of OM following a severe price decline, and token acquisitions in WLD and…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document compares Ethereum light, full, archive, and validator nodes, explaining their different storage and operating roles. Full nodes verify blocks and maintain current state, archive nodes retain historical state for data-intensive queries, light…

CryptoOn-chain dataRisk management
OKX Learn

The article connects PUMP’s price weakness to delayed airdrop communication, investor selling, legal allegations against its launch platform, and governance choices. It argues that early investors’ ability to sell without vesting schedules added supply…

CryptoVolatilitySentimentRisk management
OKX Learn

The document describes Lisk’s $15 million Web3 fund, which targets startups in emerging markets and prioritizes practical applications such as payments, remittances, supply-chain tools, and financial infrastructure. Its stated structure reserves 30% for…

CryptoDeFiMulti-asset
OKX Learn

The document attributes USDX’s loss of its dollar peg to an exploit in the Balancer V2 Vault that disrupted liquidity pools and collateral arrangements. It describes Stable Labs’ phased recovery plan, including on-chain snapshots of affected balances and…

CryptoDeFiOn-chain dataArbitrage
OKX Learn

The document outlines a crypto exchange’s approach to compliance through specialist teams, automated monitoring, and cooperation with analytics firms, regulators, and law enforcement. Its examples include identity and business checks, sanctions screening,…

CryptoRisk managementMarket microstructureOn-chain data
OKX Learn

The article recounts how TST, a token associated with a launchpad tutorial, attracted speculative buying after its name appeared in a video. It describes attention and fear of missing out as drivers of the move, and says a public clarification about the…

CryptoTechnical indicatorsSentimentRisk management
OKX Learn

The article introduces Bitcoin Layer 2 systems as secondary protocols intended to move some activity off the base chain, with the goals of reducing congestion and fees and enabling applications such as smart contracts and decentralized finance. It presents…

CryptoDeFiSpot markets
OKX Learn

The article surveys how artificial intelligence may affect pricing and costs across industries. It describes dynamic pricing systems that use current demand and consumer data to adjust prices, while noting concerns about fairness and access. It also…

CryptoSentimentMachine learning
OKX Learn

The article explains how institutional crypto platforms differ from retail exchanges, emphasizing liquidity for large orders, OTC execution, API access, tailored fees, custody, lending, and compliance. It profiles OKX, Coinbase, Binance, Bybit, and Gemini,…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article describes Circle’s reported application for a federal trust charter and the proposed bank’s intended roles: managing USDC reserves, holding short-term Treasury assets, and providing digital-asset custody. It frames a move from third-party reserve…

CryptoFixed incomeRisk managementDeFi
OKX Learn

The article outlines how Cosmos approaches blockchain interoperability through the Inter-Blockchain Communication protocol, which is described as a way for independent chains to exchange assets and data without centralized intermediaries. It presents the…

CryptoDeFiOn-chain dataPortfolio construction
OKX Learn

This overview introduces tools for managing crypto assets across blockchains and trading through decentralized exchanges. It explains that non-custodial wallets leave private-key control with the user, while multi-chain support can bring assets from…

CryptoDeFiExecutionMarket microstructure
OKX Learn

An OKX survey of 700 ETH traders, investors, and network developers at ETH Denver reports expectations ahead of the Shanghai-Capella upgrade, which was scheduled to enable withdrawals of staked ether. The survey asked about future staking levels and ETH…

CryptoSentimentEvent-driven
OKX Learn

The document introduces XYO as a blockchain network for verifying location and origin data, with potential applications in logistics, supply chains, and connected devices. It describes a decentralized architecture involving Sentinels, Archivists, Diviners,…

CryptoOn-chain dataTechnical indicatorsRisk management