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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

8,431 documents

OKX Learn

The document describes how institutional participation and Bitcoin ETFs may reshape liquidity, volatility, and price drivers. It argues that ETF inflows can provide a regulated route for exposure and may offset retail selling during downturns, while custody…

CryptoMarket microstructureUS marketsRisk management
OKX Learn

The analysis groups U.S. policy influences on Bitcoin by time horizon. Federal Reserve rate decisions and communication are presented as near-term drivers; Treasury funding choices, bill issuance, and repo liquidity as medium-term influences; and Commerce…

CryptoUS marketsMomentumRisk management
OKX Learn

This white paper describes WLFI as a governance token deployed across Ethereum, BNB Smart Chain, and Solana. Holders may vote on protocol matters, with voting power tied to their holdings subject to a cap. The document says the token provides no claim on…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document introduces spot and futures-based crypto ETFs, distinguishing direct cryptocurrency holdings from exposure through futures contracts. It says spot funds can track the underlying asset more closely, while futures funds may face higher costs and…

CryptoSpot marketsFuturesRisk management
OKX Learn

The document surveys USDC’s role on Ethereum and its proposed uses in institutional treasury management. It describes a dollar-pegged, reserve-backed stablecoin as a means of holding transaction liquidity and managing exposure to crypto price swings. Within…

CryptoDeFiFixed incomePortfolio construction
OKX Learn

The document explains the difference between custodial wallets, where a provider controls private keys, and self-custody wallets, where users manage their own keys and assets. It compares hardware wallets, which keep keys offline but may be harder to set up,…

CryptoDeFiRisk managementExecution
OKX Learn

The document describes how whale transactions and stablecoin flows may help traders interpret crypto market conditions. It links accumulation and sell-offs to potential price pressure, and explains how large trades in thin markets can contribute to leveraged…

CryptoOn-chain dataSentimentRisk management
OKX Learn

The document introduces MetaMask USD (mUSD) as a dollar-pegged stablecoin issued by Bridge and described as backed one-to-one by liquid assets. It says the initial deployment is planned for Ethereum and Linea, with direct integration into MetaMask for swaps,…

CryptoDeFiSpot marketsOn-chain data
OKX Learn

The document reports the launch of the MELANIA meme coin on Solana on January 19, 2025, one day after the TRUMP coin launch. It says MELANIA reached a market capitalization of $4 billion within 30 minutes and that its arrival coincided with a decline in…

CryptoSpot marketsSentimentVolatility
OKX Learn

The document explains how tokenized Treasury funds represent claims on assets such as short-term U.S. Treasury bills or overnight reverse repurchase agreements. Blockchain records can support ownership tracking and settlement beyond traditional market hours.…

Fixed incomeCryptoDeFiDerivatives pricing
OKX Learn

The document describes Polygon’s strategic changes, including Sandeep Nailwal’s appointment as Polygon Foundation CEO and a shift toward AggLayer, a protocol intended to connect liquidity across blockchains. It also presents Katana as a curated blockchain…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document uses large U.S. spot Bitcoin ETF redemptions, led by Fidelity’s FBTC, to discuss institutional sentiment and possible effects on Bitcoin volatility. It proposes monitoring ETF flow data alongside support and resistance levels, exchange inflows,…

CryptoSentimentOn-chain dataRisk management
OKX Learn

The document surveys factors that can drive meme coin attention and speculative demand. It identifies social media posts, influencer promotion, and online communities as sources of discovery and short-term momentum. It also notes the role of blockchain…

CryptoMomentumSentimentRisk management
OKX Learn

The document explains XRP as a digital asset on the XRP Ledger, emphasizing cross-border payments and its role as a bridge currency. It describes On-Demand Liquidity as a way for payment providers to source XRP between fiat currencies instead of maintaining…

CryptoSpot marketsDeFiOn-chain data
OKX Learn

The document examines trading risks associated with MYX Finance, citing large reported price swings, short liquidations, social media attention, and signs of overbought conditions. It describes the exchange’s matching pool design, cross-chain support, and…

CryptoVolatilitySentimentTechnical indicators
OKX Learn

The document outlines Aave’s decentralized lending model: depositors supply assets to liquidity pools, while borrowers post collateral to access loans. Loan-to-value limits depend on asset risk, and the article notes that flash loans permit uncollateralized…

CryptoDeFiArbitrageRisk management
OKX Learn

The document describes RedStone as a decentralized oracle network that supplies data to smart contracts across blockchains. It emphasizes a modular design and support for assets and protocols involving liquid restaking, yield-bearing tokens, stablecoins, and…

CryptoDeFiOn-chain data
OKX Learn

The document outlines a Mastercard-linked card developed with Immersve and Bitget Wallet. Its described payment flow converts cryptocurrency to fiat at the point of spending, with transactions settled on-chain. The card is also presented as supporting…

CryptoExecution
OKX Learn

The document describes Sky’s approach to supporting its DeFi ecosystem through token repurchases, staking incentives, governance, and revenue from real-world assets. It says staking rewards fund SKY buybacks intended to reduce circulating supply, while…

CryptoDeFiRisk management
OKX Learn

The document describes how institutional Solana strategies combine concentrated SOL treasury holdings with staking rewards. It cites examples of firms pursuing dedicated Solana treasuries, buying or accumulating SOL, and using staking as a source of yield.…

CryptoDeFiCarryRisk management
OKX Learn

The document outlines a proposed Aave tokenomics overhaul centered on redistributing some GHO revenue to participating stakeholders. It specifies that half of GHO revenue would fund Anti-GHO rewards, with those rewards divided between StkAAVE and StkBPT…

CryptoDeFiRisk management
OKX Learn

The document reviews bearish technical conditions for Dogecoin, Shiba Inu, and Pepe, then contrasts them with newer meme tokens promoted through community activity, staking, cross-chain features, or dedicated infrastructure. It cites resistance around moving…

CryptoTechnical indicatorsSentimentMomentum
OKX Learn

The document presents trading volume, price behavior, social activity, and futures metrics as ways to assess Pepe Coin, a speculative meme token. It says volume has tended to rise during price surges and recommends considering that alongside support and…

CryptoTechnical indicatorsMomentumSentiment