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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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

340 documents

Galaxy Research

The article connects a proposed SEC update to transfer-agent rules with the gradual extension of U.S. equity-market hours. Transfer agents maintain official ownership records, so the author argues that continuous trading depends on reliable records,…

EquitiesCryptoMarket microstructureExecution
Galaxy Research

This report reviews publicly reported crypto and blockchain venture deals in Q2 2024, comparing deal activity, capital invested, valuations, stages, sectors, and company locations. Deal count edged down from Q1 while invested capital and median pre-money…

CryptoDeFiSentimentStatistics
Galaxy Research

The report assesses how the 2024 election results might change U.S. digital-asset policy and institutional participation. It expects a more supportive executive branch and Congress to influence bank regulators, the SEC and CFTC, and future legislation on…

CryptoUS marketsSentimentSpot markets
Galaxy Research

This conference report surveys three themes discussed at Bitcoin 2024 in Nashville: Bitcoin’s growing political presence, mining firms’ interest in artificial intelligence and high-performance computing, and efforts to scale Bitcoin through layer 2 systems.…

CryptoUS markets
Galaxy Research

This analysis estimates Bitcoin’s electricity footprint and compares it with energy use attributed to gold production and banking. It explains that mining machines account for nearly all Bitcoin network electricity consumption because proof of work uses…

CryptoStatisticsRisk management
Galaxy Research

This article explains open banking as consumer control over financial data and frames it as a response to fragmented accounts across banks, brokerages, fintech applications, wallets, and crypto exchanges. It argues that connected services could let people…

CryptoEquitiesMulti-assetExecution
Galaxy Research

This report introduces decentralized autonomous organizations as blockchain based groups whose rules and operations are encoded in smart contracts. It traces the idea from early decentralized corporation proposals through The DAO’s 2016 launch and hack, then…

CryptoDeFiRisk management
Galaxy Research

The article analyzes a sharp liquidation event in a tokenized perpetual market tracking a South Korean stock. A single trade at the exchange’s daily price limit reached a third-party oracle just as the reference market opened. A mark price combining the…

CryptoPerpetual futuresMarket microstructureRisk management
Galaxy Research

The article examines how stablecoin payment flows, onchain records, and smart contracts could support asset-backed lending with more efficient monitoring and enforcement. It contrasts earlier undercollateralized crypto lending, which relied on weak onchain…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This monthly update reports April and year-to-date returns for crypto hedge fund composites and subcategories, comparing them with Bitcoin, Ethereum, and a broad crypto index. Fundamental funds had the strongest reported year-to-date performance, while…

CryptoStatisticsMarket microstructureDeFi
Galaxy Research

The report reviews crypto venture capital activity in Q2 2021, linking record private funding and rising valuations to a strong but volatile public crypto market. It describes larger funds entering the sector, capital shifting back toward early-stage…

CryptoSentimentStatistics
Galaxy Research

The article analyzes New York’s statewide pause on new data center construction above a specified power threshold and the conditions proposed for projects after the pause. It describes the state’s rationale as limiting pressure on electricity, water, and…

EquitiesUS marketsEvent-driven
Galaxy Research

This meeting writeup reviews Ethereum developers’ preparation for the Merge upgrade. It reports results from a mainnet shadow fork, where terminal total difficulty arrived earlier than estimated and several execution and consensus clients encountered…

CryptoMarket microstructureExecution
Galaxy Research

Centrifuge proposed allowing eligible CFG holders to exchange tokens for tokenized company shares at a one-to-one rate. The plan would place larger holders directly on the share register and route smaller holders through a trust, while leaving conversion…

CryptoDeFi
Galaxy Research

This market update examines China’s 2021 restrictions on crypto trading and mining, including pressure on over-the-counter desks and provincial orders affecting mining operations. It outlines how OTC trading had served as a route between renminbi and…

CryptoOn-chain dataFuturesMarket microstructure
Galaxy Research

The article explains the gap between Cosmos’s original vision of a central Hub and the independent growth of application-specific chains. It describes how the Cosmos SDK supports specialized chains and how Inter-Blockchain Communication allows compatible…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This overview explains Solana’s design choices and the tradeoffs behind its performance. It describes hardware-oriented scaling, Proof of History combined with Proof of Stake, parallel transaction processing, and a unified architecture that supports…

CryptoOn-chain dataDeFiExecution
Galaxy Research

The document introduces SeC FiT PrO, a framework for assessing operational risks before institutional investors interact with DeFi protocols. It scores protocols across six domains—security, compliance, finance, technology, protocol, and operations—using…

DeFiCryptoRisk managementOn-chain data
Galaxy Research

This report explains how Bitcoin mining pools coordinate ASIC miners and why the Stratum V1 protocol may be less suited to large, high-hashrate operations. It outlines V1’s subscribe, authorize, notify, and submit messages, including plaintext credentials…

CryptoMarket microstructureExecutionRisk management
Galaxy Research

This report examines four publicly traded U.S. companies adopting Ethereum treasury strategies. It describes how they financed ETH purchases through equity offerings, private placements, and asset sales, and compares their holdings, staking activity, and…

CryptoEquitiesDeFiRisk management
Galaxy Research

This report surveys the development of Bitcoin Ordinals through 2023, covering inscription growth, wallets and marketplaces, token standards, rare satoshis, and recursive inscriptions. It compares image-based minting and trading activity with NFT activity on…

CryptoOn-chain dataMarket microstructureSpot markets
Galaxy Research

This report examines Bitcoin’s April 2021 decline from a recent high, relating the move to Coinbase’s listing, crowded leveraged positioning, and an unverified claim about U.S. enforcement. It reviews liquidations, futures basis, options activity, implied…

CryptoOn-chain dataFuturesOptions
Galaxy Research

This monthly commentary reviews a June 2024 crypto market pullback, describing how news of planned Mt. Gox repayments coincided with long liquidations, lower Bitcoin perpetual futures open interest, and a temporary drop in funding rates. It interprets…

CryptoPerpetual futuresDeFiOn-chain data
Galaxy Research

The paper analyzes how stablecoins regulated under the GENIUS Act could reshape dollar finance. It links reserve requirements to demand for short-dated U.S. Treasuries, then examines how stablecoin growth may be funded by domestic deposit substitution,…

CryptoFixed incomeUS marketsRisk management