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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

The document surveys crypto themes it says were attracting attention in 2025, including DeFi, NFTs, layer-2 networks, AI-linked tokens, meme coins, and utility-oriented projects. It names Bitcoin, Ethereum, and Solana as leading assets, and discusses…

CryptoDeFiMachine learningSentiment
OKX Learn

The document explains liquid staking as a way to stake crypto assets while receiving transferable tokens that represent the staked positions. Those receipts can remain usable in trading or decentralized finance, unlike assets locked in traditional staking…

CryptoDeFiUS marketsDerivatives pricing
OKX Learn

The document describes HumidiFi as a Solana decentralized exchange using a proprietary automated market maker, and Jupiter as an aggregator that routes trades across venues. It attributes HumidiFi’s appeal to lower computational resource use, frequent oracle…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document explains Axie Infinity as a blockchain game in which players collect, breed, battle, and trade NFT creatures. It outlines the roles of its two tokens: AXS is used for governance and staking, while SLP is earned through gameplay and used for…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document introduces Orca as a Solana-based decentralized exchange and describes the network’s speed and low transaction costs as advantages for token swaps. Its central trading feature is Whirlpools, concentrated liquidity pools where providers allocate…

CryptoDeFiMarket makingExecution
OKX Learn

The document outlines policy and infrastructure developments affecting stablecoins and cryptoassets. It describes the GENIUS Act as setting expectations for payment stablecoin reserves and anti-money-laundering and sanctions compliance. It also summarizes…

CryptoDeFiFixed incomeRisk management
OKX Learn

The document surveys Uniswap as a decentralized exchange built around automated market makers. It explains how token-pair liquidity pools replace order books and describes Uniswap V3’s concentrated liquidity, which lets providers allocate capital within…

CryptoDeFiMarket makingRisk management
OKX Learn

The document surveys security risks that can affect DeFi protocols and users, focusing on smart contract permissions, flash loans, oracle manipulation, and liquidity. It explains how a flash loan can supply temporary capital for attacks within one…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The article describes Theoriq as a platform for AI agents that can answer questions, search, analyze data, and coordinate in groups. It says the agents interact with smart contracts and make micropayments, while Filecoin provides decentralized storage for…

CryptoMachine learningOn-chain dataDeFi
OKX Learn

The article surveys possible roles for AI and tokenization in Web3, including AI-assisted DAO governance, tokenized real-world and digital assets, player-owned game economies, AI-driven game characters, and smart contracts that react to external data. It…

CryptoDeFiMachine learningOn-chain data
OKX Learn

The article explains TRON energy as a resource for smart contract execution and transactions. Users can obtain it by staking TRX or burning TRX; staking also provides bandwidth, while the Stake 2.0 model is described as adding flexibility to resource…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Monad as an EVM-compatible Layer 1 blockchain intended to support high transaction throughput and low latency. It describes parallel execution across multiple cores, asynchronous processing, and a Byzantine fault-tolerant consensus…

CryptoDeFiMarket microstructure
OKX Learn

The document presents Flare as a blockchain designed to bring external data into on-chain applications, highlighting its State Connector and Flare Time Series Oracle. It describes SparkDEX as a decentralized exchange on Flare and attributes growth in its…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document introduces Wormhole as a protocol for moving assets and data between blockchains. It describes a transfer as locking or verifying assets on the source chain, having a Guardian validator set confirm the transaction, and minting or releasing a…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document explains two distinct uses of “maker” in crypto: MakerDAO’s protocol and maker orders on exchanges. MakerDAO issues DAI against approved collateral held in smart contracts. Borrowers must maintain collateral above their debt, repay DAI plus a…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document describes PYUSD as a PayPal and Paxos stablecoin intended to track the US dollar. It explains the stated reserve model—deposits, short-term Treasuries, and cash equivalents—and the mint-and-burn process: tokens are issued as users acquire them…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document explains Compound as a decentralized lending market where suppliers deposit supported crypto assets and receive cTokens that track their deposits and accrued interest. Borrowers post crypto collateral to draw assets from the pools, with…

CryptoDeFiRisk managementSpot markets
OKX Learn

The document introduces Cosmos as an ecosystem of independent blockchains connected through the Inter-Blockchain Communication protocol. It describes IBC as a standardized layer that uses cryptographic proofs and consensus mechanisms to support verifiable…

CryptoDeFiMulti-asset
OKX Learn

The document introduces DIA as a decentralized oracle provider that gathers, validates, and delivers off-chain information to blockchain applications. Its crowdsourcing model is described as a way to involve contributors in data provision and reward them…

CryptoDeFiOn-chain dataRisk management
OKX Learn

This article introduces cryptocurrency exchange-traded funds as traditional-market products that can provide exposure to digital assets without direct wallet or key management. It describes regulatory delays by the U.S. Securities and Exchange Commission,…

CryptoUS marketsSentimentDeFi
OKX Learn

This article describes a corporate treasury approach centered on accumulating Ether, using BitMine Immersion as its example. It says the company reinvests cash flows, raises capital, and stakes ETH, and compares the strategy with a Bitcoin-focused corporate…

CryptoOn-chain dataMomentumRisk management
OKX Learn

This guide explains how Ethereum NFTs represent unique or editioned digital assets, with ERC-721 and ERC-1155 as the main token standards. It outlines the basic process for minting, buying, and selling NFTs, including wallet funding, metadata, marketplace…

CryptoOn-chain dataExecutionRisk management
OKX Learn

The document explains token buybacks as protocol purchases of circulating tokens, often funded from fees or staking-related revenue. It describes several approaches: burning purchased tokens, holding them in treasuries or subDAOs, and using tiered staking…

CryptoDeFiTechnical indicatorsRisk management