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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

5,922 documents

OKX Learn

This guide explains how bots trade through Solana decentralized exchanges and aggregators, and compares six named services by their features. It describes automated buying and selling, preset-price orders, dollar-cost averaging, stop losses, take-profit…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article presents a bullish case for Solana by linking possible spot ETF demand with network activity, ecosystem revenue, technical upgrades, and price levels. It describes ETFs as a way for investors to gain SOL exposure without managing tokens directly,…

CryptoSentimentTechnical indicatorsBreakout
OKX Learn

The document describes Vaulta, originating from the EOS Network, as a blockchain project seeking to connect conventional finance with digital assets. It outlines a proposed role for programmable contracts and settlement infrastructure in financial services,…

CryptoDeFiMulti-assetExecution
OKX Learn

The article considers how token delistings can affect crypto market behavior, noting that exchange removals may trigger panic selling and sharp price declines. It also suggests delistings could contribute to short squeezes if traders holding short positions…

CryptoMean reversionVolatilityOn-chain data
OKX Learn

The article describes Aethir as a decentralized GPU computing platform serving AI and gaming workloads. It reports that the company earned $36 million in its first year, grew 10% month over month, and reached $7.6 million in monthly recurring revenue by…

CryptoMulti-assetStatisticsDeFi
OKX Learn

The article compares Bitcoin and Ethereum as payment assets for online betting, describing Ethereum’s smart contracts, blockchain-based settlement, and purportedly faster transactions as features used by betting platforms. It also discusses provably fair…

CryptoVolatilityStatisticsDeFi
OKX Learn

The document explains tokenized gold as blockchain tokens linked to fractional claims on physical gold held in vaults. It names Tether Gold and Paxos Gold as examples, describes tokenized gold as an alternative source of gold exposure to traditional…

CryptoCommoditiesDeFiRisk management
OKX Learn

The document describes Pump.fun as a low-friction Solana token launch platform, outlining its demand-based bonding curve, launch rules, and transition of successful tokens to PumpSwap. The curve raises token prices as demand grows, while the platform’s ban…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document surveys Tron’s development from a content-distribution project into a smart-contract blockchain ecosystem. It explains that Tron uses delegated proof of stake, in which TRX holders elect a limited set of Super Representatives, and describes the…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The article outlines a vision in which cryptography and blockchain ledgers support ownership of digital and physical assets. It discusses Bitcoin as a globally accessible property record, stablecoins as a step toward representing securities and commodities…

CryptoDeFiFixed incomeCommodities
OKX Learn

The document describes Loomlay as a no-code platform for creating and connecting autonomous AI agents, with a claimed deployment base on Base and bridge support for Solana. Its components include a visual agent builder, configurable plugins, and a…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The document introduces an open protocol concept for enabling software agents to conduct commercial workflows, extending beyond one-off payments. It describes a lifecycle that can include service quotes, negotiation, usage metering, payment, settlement, and…

CryptoExecutionDeFiMarket microstructure
OKX Learn

The document reviews reported large-holder activity around ASTER, an exchange token, and considers how accumulation and exchange withdrawals might affect market supply and sentiment. It cites a large purchase and reported holdings by a public figure as…

CryptoSentimentOn-chain dataTechnical indicators
OKX Learn

The document surveys Cardano and Ripple through three themes: large-holder activity, technology and scaling, and institutional use. It explains that whale accumulation can reduce exchange liquidity and potentially affect prices, mentions XRP breaking…

CryptoOn-chain dataBreakoutDeFi
OKX Learn

The article presents HyperGPT as a blockchain-based marketplace for exchanging and monetizing AI services. It describes a model in which a native token supports payments, access to premium features, and community rewards. Partnerships are used to illustrate…

CryptoMachine learningDeFiSentiment
OKX Learn

The document explains how oracle data, Proof of Reserve, and cross-chain messaging can support tokenized real-world assets. Proof of Reserve is described as an on-chain way to check whether tokenized products are backed by collateral, while CCIP is presented…

CryptoDeFiFixed incomeCommodities
OKX Learn

The document surveys privacy and safety measures across consumer technology. For smartphones, it describes a hardware-based display feature intended to limit viewing by bystanders. In blockchain, it introduces protocol-level privacy and fully homomorphic…

CryptoDeFiMachine learning
OKX Learn

The document outlines Gala Games’ blockchain gaming model, where players use the GALA token and NFTs in games and participate in the platform ecosystem. It describes play-to-earn as a way for players to receive rewards and potentially monetize digital items,…

CryptoDeFiSpot markets
OKX Learn

The document explains AAVE staking through the protocol’s Safety Module, where users lock AAVE and receive rewards while helping cover potential shortfalls. It also notes governance participation and describes Aave V3 features, including cross-chain…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document outlines PunkStrategy, a token model that directs transaction fees toward buying floor-priced CryptoPunks and burning tokens. It presents this as a feedback loop linking token activity with demand for the NFT collection. A broader NFTStrategy…

CryptoDeFiArbitrageMarket microstructure
OKX Learn

The article surveys three activities on Binance Smart Chain: migration of tokenized stock products from Ethereum, speculative meme coin trading, and protocols for payments between AI agents. It attributes the stock-token migration to lower transaction costs…

CryptoEquitiesSentimentVolatility
OKX Learn

The document introduces RGB as an off-chain protocol for issuing and transferring assets using Bitcoin’s UTXO framework, then describes Bitlight Labs’ effort to connect RGB with the Lightning Network. The stated design features include one-time seals to…

CryptoDeFiSpot marketsExecution
OKX Learn

The document describes a reported Goldfinch-related wallet compromise with an estimated loss of $330,000 and says 118 ETH was deposited into Tornado Cash. It explains that mixing can obstruct fund tracing and recovery. The account also discusses possible…

CryptoDeFiOn-chain dataVolatility
OKX Learn

The document summarizes allegations that wallets linked to Edel Finance insiders acquired a large share of the EDEL supply around launch. It describes a reported sequence involving Uniswap liquidity positions represented by NFTs, transfers to new wallets,…

CryptoOn-chain dataMarket microstructureRisk management