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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
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

5,922 documents

OKX Learn

The document explains Pendle’s division of yield-bearing assets into Principal Tokens (PT), which represent principal and can be used to target a fixed return, and Yield Tokens (YT), which represent future yield and allow exposure to changes in that yield.…

CryptoDeFiFixed incomeRisk management
OKX Learn

The article frames a market downturn as a possible accumulation period and surveys altcoins including Digitap, Ethereum, BNB, Solana, Chainlink, Zcash, and Uniswap. It points to fear readings and oversold RSI as signs that some investors may interpret as…

CryptoSentimentTechnical indicatorsRisk management
OKX Learn

The document surveys Algorand’s Pure Proof-of-Stake consensus, in which cryptographic sortition randomly selects participants to propose and validate blocks. It describes ALGO as a transaction-fee token and as part of network security and governance. The…

CryptoDeFiStatisticsRisk management
OKX Learn

The document introduces Sonic Labs, a Layer 1 blockchain developed from Fantom, emphasizing EVM compatibility, transaction speed, and intended use in decentralized finance and gaming. It reports that the Blaze testnet reached throughput of up to 10,000…

CryptoDeFiExecution
OKX Learn

The document describes Aster’s rise as a decentralized perpetuals exchange and compares its activity with Hyperliquid. It cites a sharp increase in Aster’s token value and trading volume, alongside a reported decline in Hyperliquid’s share of the perpetual…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document explains how zero-knowledge proofs can let systems verify computation without revealing underlying data, and how zk-rollups use this approach to process transactions off the Ethereum mainnet. It presents zkEVMs as Layer 2 environments for…

CryptoDeFiStatisticsExecution
OKX Learn

The document introduces real-world asset tokenization as the representation of assets such as real estate, commodities, and financial products on a blockchain. It describes Tether’s Hadron platform as an effort to support this process, emphasizing security,…

CryptoCommoditiesFixed incomeDeFi
OKX Learn

The document outlines WLFI’s intended role as a governance token for World Liberty Financial, with holder voting over protocol operations, emissions, incentives, and treasury policy. It describes a capped supply and allocation among public sales, community…

CryptoDeFiSentimentRisk management
OKX Learn

The document describes SUI custody as a way for institutions to hold and manage tokens through regulated providers. It highlights Sygnum Bank’s announced support, including custody, bankruptcy-remote structuring, and plans for staking and collateralized…

CryptoDeFiRisk management
OKX Learn

The document presents Plasma as a proposed network for stablecoin activity, describing a hybrid design that combines Bitcoin settlement with Ethereum Virtual Machine compatibility. It highlights planned gasless transfers and partnerships intended to connect…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document describes a whale borrowing wrapped Bitcoin against WETH through Aave, framing the transaction as an example of leveraged positioning in decentralized finance. It places the trade alongside a reported Ether breakout and accumulation by large…

CryptoDeFiOn-chain dataTechnical indicators
OKX Learn

The article attributes Solana’s growth to its Proof of History design, high throughput, low transaction costs, an expanding ecosystem, community activity, and institutional interest. It describes uses across decentralized finance, NFTs, gaming, tokenized…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This overview describes Plasma as an EVM-compatible Layer 1 network focused on stablecoin payments and decentralized finance. It names PlasmaBFT, based on Fast HotStuff, as its consensus approach and says the network is intended to offer rapid finality and…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The document surveys proposed uses of artificial intelligence in cryptocurrency markets and decentralized finance. It describes trading bots that analyze sentiment, respond to changing conditions, and automate strategies such as arbitrage and portfolio…

CryptoMachine learningDeFiArbitrage
OKX Learn

The document explains zk-rollups as Layer 2 systems that execute and aggregate transactions away from Ethereum mainnet, then submit a cryptographic proof and state summary for verification. This reduces the need for the main chain to process each transaction…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document surveys broad developments in cryptocurrency markets, including Ethereum’s smart contract ecosystem, Bitcoin’s market role, and interest in newer networks such as Solana and Avalanche. It also outlines differing regulatory approaches,…

CryptoDeFiRisk managementSentiment
OKX Learn

This investment report reviews crypto market and technology developments in May and June 2024. It discusses the approval of Ethereum ETF filings, falling on-chain transaction volumes compared with earlier months, increased stablecoin supply, meme-asset…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document summarizes a report that groups U.S. states by their activity in blockchain policy and tokenized finance. It names Arizona, Texas, and Utah as leading states and describes workforce concentration, public-sector pilot programs, crypto task…

CryptoUS marketsDeFiOn-chain data
OKX Learn

The article compares XRP’s cross-border payment role with Solana’s broader blockchain ecosystem. It describes XRP as a potential bridge asset for international transfers and points to transaction speed, low stated costs, institutional links, and a claimed…

CryptoDeFiRisk management
OKX Learn

The document describes wARS, a peso-pegged stablecoin issued by Ripio and deployed on Ethereum, World Chain, and Base. It outlines possible uses for cross-border transfers, remittances, and business settlements, arguing that blockchain transfers can operate…

CryptoDeFiSpot marketsMulti-asset
OKX Learn

The document introduces MetaDAO’s use of prediction markets to guide DAO decisions. Under this approach, participants trade on proposed outcomes, and market signals inform which decision to implement. It contrasts this process with token voting, which the…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document describes Big Time as a multiplayer action role-playing game with blockchain-based ownership of items. It presents BIGTIME as a utility and governance token used for crafting, upgrades, marketplace fees, and potentially voting, while NFTs…

CryptoSpot marketsDeFiRisk management
OKX Learn

The document explains how non-custodial wallets give users control of private keys and contrasts them with custodial services. It distinguishes hot wallets, which suit frequent access, from cold storage, which is presented as a better fit for long-term…

CryptoRisk managementDeFiOn-chain data
OKX Learn

The document introduces hedging as a way to reduce exposure to adverse crypto price moves while retaining some market participation. Its example is a Bitcoin holder taking a short futures position. It also describes dual long and short positions, liquidity…

CryptoRisk managementPerpetual futuresArbitrage