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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

Amberdata research

This article compares three types of privacy-enhancing tools in digital assets: mixers, privacy coins, and zero-knowledge proofs. Mixers obscure the link between senders and receivers, while privacy coins can conceal transaction details at the protocol…

CryptoDeFiRisk managementMarket microstructure
Amberdata research

The document introduces Uniswap V3’s concentrated liquidity, where providers allocate liquidity within chosen price ranges, and explains how to examine decentralized exchange activity through trade records, prices, and OHLCV aggregates. Individual trades…

CryptoDeFiMarket microstructureExecution
Amberdata research

This podcast summary describes SOMA.finance’s plans to connect traditional finance with blockchain markets through token issuance, a decentralized exchange, and yield products. It says the platform aims to support tokenized securities and digital assets,…

DeFiCryptoEquitiesCommodities
SuperMind

This overview explains why financial institutions may consider digital assets and surveys market structure, asset categories, trading venues, and regulatory developments. It contrasts crypto markets with traditional finance, emphasizing continuous global…

CryptoMarket microstructureArbitrageDerivatives pricing
Amberdata research

The document argues that informed DeFi analysis requires four complementary data views: protocol, pool, asset, and wallet. Protocol data supports comparisons across financial functions such as lending, staking, and asset management. Pool data describes…

DeFiCryptoOn-chain dataArbitrage
Cryptohopper blog

This guide explains how decentralized finance yield farming works: users supply crypto assets to liquidity pools, lending markets, or other smart contract applications in exchange for trading fees, interest, or token rewards. It distinguishes liquidity…

CryptoDeFiSpot marketsMarket microstructure
Amberdata research

This overview surveys ways institutions can seek yield in decentralized finance, including lending, liquidity provision, staking, and yield farming. It outlines the main exposures associated with each: smart-contract and liquidation risks in lending,…

DeFiCryptoRisk managementExecution
Kraken Learn

This survey reports on U.S. crypto holders’ intentions, confidence, preferences, and portfolio changes. It says 88% planned to continue investing over the next 12 months, compared with 73% in the prior-year survey, and 70% reported greater confidence.…

CryptoSentimentPortfolio constructionDeFi
Hummingbot docs

This article introduces an automated arbitrage approach that compares prices on Balancer, an Ethereum automated market maker, with prices on centralized order-book exchanges. It describes a bot that monitors for differences and can buy on one venue while…

CryptoArbitrageExecutionMarket microstructure
Cryptohopper blog

The article describes an EU consultation on possible changes to MiCA, covering crypto assets, token issuers, crypto service providers, and areas left outside the first framework. It explains how stablecoin classification could shift regulatory attention…

CryptoDeFi
Amberdata research

The document introduces decentralized finance as blockchain based software that can perform functions commonly handled by financial institutions. It describes smart contracts supporting lending, trading, liquidity pools, risk management, derivatives,…

CryptoDeFiArbitrageOn-chain data
Amberdata research

The episode explains how Ethereum’s move to proof of stake helped create demand for liquid staking. Users stake ETH and receive liquid staking tokens that can be used in decentralized finance, lowering the technical and asset threshold for participating in…

CryptoDeFiOn-chain data
Amberdata research

This weekly snapshot reviews digital-asset activity from February 6 to 13, 2024. It compares centralized exchange volume in major Bitcoin quote pairs, decentralized exchange volumes, lending deposits and withdrawals, token-level depositor activity, and…

CryptoSpot marketsDeFiMarket microstructure
Kraken Learn

The guide compares hot and cold crypto wallets, self-custody and third-party custody, and several approaches to protecting access. Hot wallets offer convenient access for frequent trading and decentralized application use, while cold wallets keep keys…

CryptoRisk managementDeFi
Amberdata research

This October 2023 snapshot reviews crypto market structure and activity alongside industry news. It reports shifts in centralized exchange volume share, including gains for Bybit and changes in Binance and OKX shares, while noting that aggregate exchange…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

This company profile describes Amberdata’s effort to provide financial institutions with a shared data source for digital asset markets. It groups the information into cryptocurrency market data, blockchain records such as contracts and events, and…

CryptoDeFiOn-chain data
Amberdata research

This product update describes an institutional dashboard for monitoring tokenized, treasury-backed assets on Ethereum. It focuses on aggregate market capitalization, protocol-level activity, and unique wallet holders, with individual views of issuers and the…

CryptoFixed incomeOn-chain dataDeFi
Amberdata research

This weekly digital-asset snapshot examines a market in which Bitcoin and Ether were weak or nearly flat while selected altcoins, especially DeFi-related tokens, rose sharply. It combines price and volatility measures with trading volume, open interest,…

CryptoVolatilityPerpetual futuresMarket microstructure
Amberdata research

This weekly crypto snapshot links institutional news and regulatory developments with activity across centralized exchanges, decentralized exchanges, lending protocols, and blockchain networks. It describes spot Bitcoin ETF filings and a planned traditional…

CryptoSpot marketsDeFiOn-chain data
Cryptohopper blog

The document outlines the European Union’s Markets in Crypto-Assets Regulation, a framework for crypto-assets outside existing financial-services rules. It describes requirements for public token offers, including clear disclosures, white papers,…

CryptoDeFiRisk management
Cryptohopper blog

The document explains how Bitcoin can be represented as an Ethereum ERC-20 token backed by BTC held on another network. This structure is intended to combine Bitcoin’s liquidity with Ethereum smart contracts, allowing the token to be used in decentralized…

CryptoDeFiSpot marketsRisk management
Hummingbot docs

This introductory guide explains how an exchange order book records bids and asks and how its matching engine fills orders. It connects liquidity and order-book depth to the price impact of market orders, defines the bid-ask spread and mid price, and…

CryptoMarket makingMarket microstructureExecution