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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

340 documents

Galaxy Research

The document contrasts conventional DAOs, where governance tokens may provide voting power without rights to an associated company’s assets or revenue, with an ownership coin model intended to bind onchain decisions to a legal entity. It describes a…

CryptoOn-chain dataDeFiMarket microstructure
Galaxy Research

The brief describes the SEC’s proposed Regulation Crypto Assets framework for tokens that are not securities themselves but were sold under an investment contract tied to an issuer’s promised development work. It outlines two possible fundraising exemptions,…

CryptoUS marketsEvent-drivenMarket microstructure
Galaxy Research

This article examines Zcash’s sharp price rally alongside renewed interest in crypto privacy. It explains how Zcash’s optional shielded transactions use zero-knowledge proofs to validate transfers without exposing sender, recipient, or amount, and contrasts…

CryptoOn-chain dataMarket microstructure
Galaxy Research

This June 2023 market update compares crypto hedge fund index returns with Bitcoin, Ether, and the Bloomberg Galaxy Crypto Index. It reports gains across the listed measures and notes that Bitcoin outperformed the cited fund indices. It also contrasts 2019’s…

CryptoMomentumStatisticsEvent-driven
Galaxy Research

Ethereum consensus layer developers reviewed preparations for the proof-of-stake Merge, client software work, and possible specification changes. A shadow fork tested combinations of consensus and execution clients, including scenarios where clients were…

CryptoTechnical indicatorsMarket microstructure
Galaxy Research

This essay reviews why blockchain gaming has taken longer than expected to attract mainstream players and what may support further adoption. It recounts early experiments, including CryptoKitties and play-to-earn titles, and identifies barriers such as…

CryptoDeFiOn-chain dataSentiment
Galaxy Research

This introductory report explains how blockchain-derived data can inform fundamental analysis of cryptoassets. It distinguishes this approach from technical analysis and sentiment analysis, surveys the role of data providers, and introduces a framework built…

CryptoOn-chain dataStatisticsTechnical indicators
Galaxy Research

The article tracks a broad contraction in crypto-collateralized lending during the second quarter of 2026, covering centralized finance, decentralized lending, and the crypto-backed portion of collateralized debt position stablecoins. It compares the current…

CryptoDeFiRisk management
Galaxy Research

This analysis assesses whether Dogecoin might be entering a new phase of strength by comparing its price history with earlier market cycles and tracking network activity. It reviews drawdowns, recovery pace, performance against other major cryptoassets, and…

CryptoOn-chain dataMomentumStatistics
Galaxy Research

This analysis examines how Ethereum’s Pectra upgrade changed blob capacity for rollups posting data to the network. It compares blob demand, fees, and capacity use before and shortly after the upgrade, reporting that daily blob purchases rose while average…

CryptoDeFiOn-chain dataStatistics
Galaxy Research

The analysis reviews the 2021 recovery of Bitcoin paid in the Colonial Pipeline ransomware attack. It traces the ransom’s movement across addresses and describes the Department of Justice’s seizure of 63.7 BTC. The author argues that the incident did not…

CryptoOn-chain dataRisk management
Galaxy Research

This report examines crypto and blockchain venture investment, deal activity, startup valuations, company categories, geography, and fund fundraising in the second quarter of 2023. Using PitchBook data, it finds that invested capital continued to fall even…

CryptoStatisticsRisk management
Galaxy Research

This report uses on-chain measures to assess tokenized real-world assets, DeFi participation, and Ethereum activity through February 2024. It finds that RWA token market capitalization reached reported highs, while RWAs were losing share as collateral in…

CryptoDeFiOn-chain dataStatistics
Galaxy Research

This report explains why owning an NFT usually does not mean owning the artwork it references. An NFT is a blockchain token with identifying metadata and a pointer to digital content, while the relevant copyright generally remains with the collection issuer.…

Crypto
Galaxy Research

The commentary reviews Bitcoin’s response to April 2025 tariff news and describes activity in crypto credit markets. Bitcoin fell after tariff announcements and recovered as trade tensions eased. The report also notes positive futures basis, institutional…

CryptoFuturesCarryRisk management
Galaxy Research

The paper organizes onchain yield sources into a framework based on how returns are generated, which assets are involved, how variable the income is, and the risks and effort required. It progresses from stablecoins that pay holders nothing through…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This update reviews crypto market and hedge fund performance in January 2023, a month marked by a broad relief rally. It compares a hedge fund composite and its fundamental, quantitative, and market-neutral subindices with Bitcoin, Ethereum, and a broader…

CryptoStatisticsMarket makingMarket microstructure
Galaxy Research

The report examines how Bitcoin’s 200-week and 50-week moving averages have behaved during bear markets. It defines qualifying bear periods as drawdowns of at least 50% lasting more than 90 days, then compares price closes, lows, and moving-average crossings…

CryptoTechnical indicatorsTrend followingStatistics
Galaxy Research

This market update examines NFT activity during the 2023 downturn, focusing on competition between Blur and OpenSea. It attributes much of Blur’s volume advantage to traders positioning for token airdrops and finds that trading is highly concentrated among…

CryptoMarket microstructureSentimentOn-chain data
Galaxy Research

The report uses a dispute over government restrictions on access to Anthropic’s Fable 5 model to examine the risk that a provider or third party can abruptly revoke access to a closed AI system. It connects that risk to decentralized AI projects seeking…

CryptoMachine learningSentimentDeFi
Galaxy Research

The report estimates potential demand for US spot Ether exchange traded products by using Bitcoin ETF flows as a benchmark. It compares Bitcoin and Ether market capitalization, futures activity, and fund assets, then applies a relative-size range to Bitcoin…

CryptoSpot marketsFuturesArbitrage
Galaxy Research

The report explains how to follow Ethereum’s Shanghai and Capella upgrades, which enable validators to withdraw staking rewards and principal. It describes the Beacon Chain’s predictable slot and epoch schedule, and recommends monitoring client readiness,…

CryptoOn-chain dataRisk managementVolatility
Galaxy Research

This report analyzes cryptocurrency and blockchain venture funding in Q1 2021, covering invested capital, deal counts, company stages, and valuations. It describes a shift toward later-stage firms: they received most venture capital in the quarter, while…

CryptoStatisticsSentimentDeFi
Galaxy Research

This October 2024 report surveys Ethereum’s planned Pectra upgrade, its tentative activation schedule, and parallel protocol work. It explains why developers divided Pectra into stages after concerns that its growing list of changes would be difficult to…

CryptoRisk managementMarket microstructure