Skip to content

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

SuperMind

The document explains impermanent loss for decentralized exchange liquidity providers. AMMs maintain pool balances through pricing formulas; when an asset’s market price moves relative to its pool partner, arbitrage trades restore alignment and change the…

CryptoDeFiMarket makingRisk management
Amberdata research

This podcast summary introduces Superstate's approach to representing traditional financial assets on a blockchain. Its featured product, USTB, is described as a tokenized short-term US government bond product. The discussion centers on using blockchain to…

Fixed incomeDeFiCryptoDerivatives pricing
Amberdata research

The document outlines Lyra V2 as a decentralized options venue that replaced its earlier automated market maker model with a gasless central limit order book and on-chain settlement. It describes an app-chain architecture based on an optimistic Layer 2…

CryptoOptionsDerivatives pricingRisk management
Amberdata research

This market update reviews three developments in crypto derivatives: August activity at Deribit, the launch of Bumper, and Kraken’s plans to expand its derivatives business. It reports that Deribit’s volume rose while global derivatives volume fell, with…

CryptoOptionsFuturesVolatility
Kraken Learn

Band Protocol is described as a blockchain service that brings external data to decentralized applications. Validators collect and verify information requested by applications, then relay it through the protocol’s blockchain so transactions can be publicly…

CryptoDeFiOn-chain dataRisk management
Amberdata research

The article summarizes research comparing cryptocurrency data providers and argues that raw data gains value from the context and presentation built around it. It distinguishes on-chain and off-chain sources, and describes how providers may differentiate…

CryptoMarket microstructureExecutionOn-chain data
Amberdata research

The article explains how tokenization can represent fractional claims on real-world assets such as real estate, commodities, collectibles, private credit, equities, and intellectual property. A custodian or other trusted entity holds the underlying asset…

CryptoDeFiOn-chain dataMulti-asset
Amberdata research

The document outlines ways institutional investors can use blockchain data to study digital asset activity. Aggregated wallet balances, transactions, network fundamentals, and cross-chain flows can help teams monitor portfolio exposure, protocol adoption,…

CryptoOn-chain dataDeFiRisk management
Kraken Learn

The document explains Convex Finance as an intermediary for Curve liquidity providers and CRV holders. Users stake assets through Convex to access boosted CRV rewards, CVX incentives, and other reward tokens. It describes cvxCRV as a receipt for CRV…

CryptoDeFiRisk management
Hummingbot docs

The document explains Hummingbot connectors as adapters between its trading engine and exchange or blockchain interfaces. Using WebSocket and REST APIs, connectors standardize access to market and blockchain data and support actions such as placing,…

CryptoExecutionMarket microstructureDeFi
Hyperliquid docs

The document explains a specific pricing and margin arrangement for some Hyperliquid perpetual contracts. Their underlying spot reference comes from Uniswap V2 or V3 automated market maker prices. These contracts are isolated-margin only: traders cannot use…

Perpetual futuresDeFiMarket microstructure
Amberdata research

The article surveys ways decentralized finance represents familiar financial products on blockchains. It describes lending pools where suppliers earn variable interest and borrowers post crypto collateral, often in excess of the loan value. Smart contracts…

DeFiCryptoDerivatives pricingPerpetual futures
Amberdata research

The document describes Amberdata joining Pyth as a first-party publisher of real-time cryptocurrency prices. Pyth is presented as an oracle network that brings off-chain market data onto blockchains for decentralized applications, initially on Solana. The…

CryptoOn-chain dataDeFi
Amberdata research

This market snapshot surveys digital-asset developments around geopolitical attacks, U.S. stablecoin legislation, macroeconomic pressure, an Ethereum chart pattern, and a DeFi exploit. Its market analysis interprets Bitcoin ETF creations and redemptions as…

CryptoFuturesSentimentMarket microstructure
Hummingbot docs

This operational guide explains how a trading gateway can use dedicated RPC providers instead of public default endpoints when connecting to Solana and EVM networks. It describes the role of the RPC node in transaction speed, availability, data freshness,…

DeFiCryptoExecutionMarket microstructure
Kraken Learn

This overview explains parachains as customized blockchains connected to Polkadot’s or Kusama’s central Relay Chain. The Relay Chain provides shared security, consensus, and transaction settlement, allowing connected chains to rely on common network…

CryptoDeFi
Amberdata research

The document describes Amberdata Beacons, an on-chain data feed service built with API3’s Airnode technology and announced for ETHDenver 2022. Each Beacon is continuously updated and uses a single first-party oracle: the data provider publishes its own…

CryptoDeFiOn-chain data
Cryptohopper blog

The article explains diversification as spreading cryptocurrency exposure across tokens to reduce the damage from a weak or failed holding. It proposes grouping assets by industrial use case, ecosystem solutions such as protocols and service providers,…

CryptoPortfolio constructionRisk managementDeFi
Amberdata research

This report explains how to design a cryptocurrency arbitrage strategy across centralized exchanges and decentralized exchanges using automated market maker pools. It covers the differences between order-book prices and pool pricing, then identifies costs…

CryptoArbitrageDeFiExecution
Hummingbot docs

The article describes a crypto arbitrage strategy that compares Celo's cGLD-cUSD automated market maker with centralized exchange order books listing cGLD and cUSD pairs. Because the AMM prices trades through a constant-product pool while centralized venues…

CryptoArbitrageMarket microstructureDeFi
Amberdata research

This market snapshot combines macro data with crypto spot, derivatives, liquidity, positioning, ETF, stablecoin, and DeFi lending indicators. It interprets recent long liquidations as a clearing of positions built during an earlier short squeeze, while…

CryptoPerpetual futuresMarket microstructureOn-chain data
Amberdata research

The interview describes Titan’s approach to spot swaps on Solana: gather quotes from on-chain venues and other aggregators, then route trades among those sources with the aim of improving price and limiting slippage. It explains that the system evaluates…

CryptoDeFiOn-chain dataExecution
Kraken Learn

The document explains Bancor as a decentralized automated market maker that uses asset pools to support trading. Users deposit tokens and receive pool tokens representing their claim on the deposit; traders pay fees, which are shared with liquidity…

CryptoDeFiMarket makingSpot markets
Kraken Learn

The article explains Bifrost’s liquid-staking model: users stake proof-of-stake assets through the protocol and receive corresponding vTokens, which are intended to preserve access to decentralized finance while the underlying assets earn staking rewards. It…

CryptoDeFiMarket makingRisk management