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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

Amberdata research

This crypto market snapshot examines trading and decentralized finance activity around the July 2023 Ripple v. SEC ruling. It describes the ruling’s distinction between XRP programmatic sales and institutional sales, then considers exchange volumes, market…

CryptoMarket microstructureDeFiSentiment
Amberdata research

This weekly snapshot reviews crypto regulatory developments alongside spot market, decentralized exchange, lending, and network activity. It reports that centralized and decentralized exchange volumes remained below their 2022 peaks, with a modest lift in…

CryptoSpot marketsDeFiOn-chain data
Cryptohopper blog

This overview explains decentralized finance as blockchain-based financial services that can operate without conventional central intermediaries. It describes three ways crypto holders may seek income: yield farming, staking, and lending. Yield farmers…

DeFiCryptoSpot markets
Kraken Learn

The document distinguishes coins, which are native assets of base-layer blockchains, from tokens, which are issued through applications and services built on those networks. It explains that coins may be used for transfers, value storage, and network…

CryptoDeFiSpot markets
Amberdata research

This podcast recap describes Lyra V2, a decentralized options protocol that moved from an automated market maker in its first version to a central limit order book. The co-founder attributes the change to the need for a more modular and scalable design,…

OptionsDeFiCryptoDerivatives pricing
Kraken Learn

The document explains Compound as an Ethereum-based lending protocol that matches crypto asset suppliers with borrowers through smart contracts. Suppliers deposit assets into pools and receive cTokens representing their claims on the deposited assets.…

CryptoDeFiRisk management
Amberdata research

This podcast overview discusses Nexus Mutual, an Ethereum-based mutual insurance protocol focused on covering smart contract and decentralized finance risks. The protocol combines member-provided capital with a market for assessing covered risks: the team…

CryptoDeFiRisk managementOn-chain data
FMZ live strategies

The document shows a live monitor comparing executable buy and sell quotes across decentralized exchange pools for several crypto pairs and chains. For a stated trade size of 10,000 stablecoins, it selects the best buy pool and best sell pool, reports gross…

CryptoDeFiArbitrageExecution
Amberdata research

This market snapshot reviews digital-asset activity around the period following Bitcoin spot ETF filings. It describes spot trading volumes as returning toward typical levels while Bitcoin and Ether prices remained above the levels cited in the report. It…

CryptoSpot marketsDeFiMarket microstructure
Cryptohopper blog

The article surveys ways crypto holders may seek income: proof-of-stake staking, lending through centralized or decentralized services, yield farming, automated market-making pools, interest-bearing accounts, NFT guild rentals, yield-bearing tokens, and…

CryptoDeFiMarket makingCarry
Kraken Learn

The document explains blockchain as a shared ledger maintained by networked computers. It describes how cryptographic links connect blocks, how nodes check transactions, and how consensus mechanisms such as proof of work and proof of stake help the network…

CryptoDeFiOn-chain dataMarket microstructure
Amberdata research

The article introduces altcoins and decentralized finance as possible sources of diversification and excess returns. It describes an altcoin-season indicator based on the share of leading altcoins outperforming Bitcoin over a specified period, with a 75%…

CryptoDeFiOn-chain dataVolatility
Amberdata research

This digital asset snapshot combines price dispersion, order-book conditions, derivatives positioning, ETF flows, stablecoin movements, and DeFi lending measures to describe crypto market stress. Its central reading is mixed: BTC funding is negative while…

CryptoMarket microstructurePerpetual futuresDeFi
Amberdata research

This research article examines whether lending activity in USDC, USDT, and DAI helps forecast Ethereum volatility. It describes time-series autocorrelation and partial autocorrelation analysis, then uses Granger causality tests to assess whether past…

CryptoDeFiVolatilityStatistics
Amberdata research

This article explains Nouns DAO’s model: one NFT is auctioned each day, with proceeds accruing to a treasury that holders allocate through proposals and votes. It presents gradual, recurring funding as a way to give members time to coordinate and assess…

CryptoOn-chain dataDeFi
Hummingbot docs

This Hummingbot reference page catalogs scripts and strategies that connect Gateway to decentralized exchange markets. The listed examples cover AMM data monitoring, token swaps, liquidity-position management, arbitrage between centralized and decentralized…

CryptoDeFiArbitrageMarket making
Cryptohopper blog

This introductory article describes Ethereum as a blockchain network for payments and smart contracts, and compares its design and history with Bitcoin and Ethereum Classic. It discusses the 2016 DAO-related fork, Ethereum’s use of the Ethereum Virtual…

CryptoDeFiDerivatives pricingVolatility
SuperMind

This primer introduces stablecoin categories, then focuses on fiat-backed tokens and the factors users should weigh when assessing them. It discusses issuer governance and control, reserve transparency, the difference between attestations and independent…

CryptoArbitrageRisk managementDeFi
Cryptohopper blog

The guide explains initial coin offerings as a way for crypto projects to raise capital by selling tokens. It distinguishes token sales from public stock offerings, noting that tokens may provide product utility or other claims but do not automatically…

CryptoDeFiRisk management
Kraken Learn

The document introduces Sui as a Layer 1 blockchain built around low-cost transactions and scalability. Its central design choice is to represent assets as independent objects rather than account balances, which the text says can make transaction processing…

CryptoDeFiSpot marketsMarket microstructure
Hyperliquid docs

The document explains how HyperEVM and HyperCore relate within the Hyperliquid blockchain. HyperEVM shares HyperBFT consensus with HyperCore, allowing applications on the EVM environment to interact with HyperCore’s spot and perpetual order books. The stated…

CryptoSpot marketsPerpetual futuresDeFi
FMZ live strategies

This live dashboard scans concentrated liquidity pools across several chains and decentralized exchanges, then ranks them by estimated annualized fees. It lists each pool’s pair, fee tier, total value locked, 24-hour trading volume and trade count, turnover,…

CryptoDeFiOn-chain data
Amberdata research

This market snapshot reviews digital-asset developments around early January 2024, including conflicting reports about spot Bitcoin ETF decisions, a lending-protocol exploit, and Solana’s recovery. It interprets reported spot trading activity, decentralized…

CryptoSpot marketsDeFiOn-chain data