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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
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 introduces TAGGER as a blockchain and Web3 platform for authenticating, labeling, managing, and trading data used in AI. It describes a decentralized marketplace intended to reduce data silos and enable permissionless exchange, while rewarding…

CryptoMachine learningDeFiRisk management
OKX Learn

The document surveys BONK’s role in Solana, describing its community governance and integrations across DeFi, NFTs, and gaming. It presents token burns as a supply-reduction mechanism and points to Bonkbot trading fees, launchpad activity, and a validator…

CryptoDeFiSentimentRisk management
OKX Learn

This beginner guide explains Solana as a blockchain for decentralized applications and introduces its core technologies. It describes Proof of History as a mechanism for ordering events, Proof of Stake as the validator security model, and Sealevel as a way…

CryptoDeFiExecutionRisk management
OKX Learn

The document gives an introductory explanation of Solana’s design and the role of its SOL token. It describes Proof of History as a way to establish event ordering, paired with Proof of Stake for validator security, and explains how Sealevel can execute…

CryptoDeFiExecutionRisk management
OKX Learn

The document explains how leverage lets traders control positions larger than their initial capital, magnifying both gains and losses and increasing the chance of liquidation. It contrasts decentralized and centralized trading venues at a high level, then…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document outlines a proposed BNB staking exchange-traded fund, describing how an ETF structure could give investors exposure to staking rewards without requiring them to manage wallets or staking infrastructure. It says the proposal would distribute…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document describes Kamino Lend’s use of tokenized stocks and exchange-traded funds as collateral for stablecoin borrowing on Solana. It explains that these tokens represent traditional shares on-chain and says a Chainlink oracle supplies frequent price…

CryptoDeFiEquitiesOn-chain data
OKX Learn

The document surveys several DeFi themes through Aave, Lido DAO, and wallet access. It describes Aave as a lending and borrowing protocol and cites total value locked and year-to-date fee figures as indicators of activity. Lido is presented as a liquid…

CryptoDeFiCarryRisk management
OKX Learn

The document describes a loss at Resupply, a DeFi protocol associated with the Curve ecosystem, and attributes the exploit to an ERC-4626 vault deployment flaw. According to the account, the deployment failed to burn initial shares, enabling an attacker to…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document contrasts Solana’s design and use cases with Bitcoin’s role as a store of value, then surveys their connections to decentralized finance and NFTs. It describes Solana as combining Proof-of-History with Proof-of-Stake and associates this…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document outlines Aster, a decentralized perpetual exchange, and describes its transition from Astherus, the role of its AST token, and planned platform developments. It identifies governance, liquidity incentives, and trading programs as token…

CryptoDeFiPerpetual futuresMarket making
OKX Learn

The document outlines a general approach to speculative cryptocurrency trading, with attention to meme coins and newly popular tokens. It suggests looking at market measures, social and community activity, blockchain analytics, and large wallet movements to…

CryptoOn-chain dataSentimentDeFi
OKX Learn

The document surveys speculative token trading, especially meme coins, and describes how traders may look for early interest using market metrics, social media activity, community engagement, blockchain analytics, and wallet tracking. It also outlines…

CryptoOn-chain dataSentimentDeFi
OKX Learn

The article describes HYPE, Hyperliquid’s native token, becoming available through Transak’s fiat-to-crypto on-ramp. It explains that payment methods and onboarding checks may reduce entry friction for users acquiring crypto. It also characterizes…

CryptoPerpetual futuresExecutionDeFi
OKX Learn

The article surveys Avalanche’s DeFi ecosystem through USDC cross-chain transfers using Circle’s CCTP, Visa’s support for stablecoin settlement, DEX activity, lending, and consumer payment access. It describes stablecoins as trading assets and collateral,…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document surveys companies acquiring cryptocurrency tokens and incorporating them into platforms, rewards programs, or corporate treasuries. It gives examples involving Cronos, mPWR, and World Liberty Financial tokens, and describes proposed uses such as…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document contrasts Bitcoin’s role as a scarce, decentralized store-of-value asset with Ethereum’s role as a programmable network for decentralized applications. It reviews Ethereum developments including the Pectra upgrade, Layer 2 scaling, stablecoin…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The document describes Plasma as a blockchain focused on stablecoin transfers, especially USDT, with a stated zero-fee model supported by its PlasmaBFT consensus mechanism. It presents low transfer costs and scalability as potential advantages for payments…

CryptoDeFiSpot marketsExecution
OKX Learn

The document surveys factors it says influence cryptocurrency market valuation, including Bitcoin’s limited supply and store-of-value narrative, Ethereum’s role in smart contracts, institutional holdings, tokenization, AI applications, and access through…

CryptoVolatilityRisk managementDeFi
OKX Learn

The article outlines TRON’s role in stablecoin transfers and decentralized finance, citing a large share of Tether’s USDT supply on the network, daily transfer activity, and monthly swap volume on SunSwap. It discusses lending and trading through platforms…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The article recounts an October 2025 crypto market crash, attributing the selloff to a geopolitical shock and describing how leveraged positions and automated liquidation systems on centralized exchanges may have amplified price declines. It highlights…

CryptoRisk managementMarket microstructureDeFi
OKX Learn

The document describes USDC’s use in trading, payments, remittances, and preserving purchasing power in countries with volatile currencies. It contrasts USDC’s emphasis on regulatory compliance with USDT’s larger market capitalization, and presents the…

CryptoDeFi
FMZ digest

This account of an automated liquidity provision strategy focuses on the practical risks that emerged while moving from simulation to live trading on V3 and V4 pools. Early trades encountered tokens that could not be sold or pools whose liquidity disappeared…

CryptoDeFiExecutionOn-chain data
FMZ digest

This implementation guide describes connecting FMZ’s Web3 Tron exchange object to SunSwap V3. It outlines address format conversion, batching contract reads, enumerating pools, querying pool prices and token balances, estimating swap output through routing,…

CryptoDeFiOn-chain dataExecution