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
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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

Paradigm research

The document explains how DAO founders can choose a legal structure by considering the project’s activities, potential liability and taxes, membership size and fluidity, governance, US connections, and available resources. It outlines options including…

CryptoRisk managementDeFi
Paradigm research

The document summarizes a review of 63 blockchain-related experiments led by G20 central banks. It reports that 47% of the sampled projects were compatible with the Ethereum Virtual Machine, across areas including central bank digital currencies,…

CryptoForexDeFiOn-chain data
Paradigm research

The document outlines proposed U.S. tax changes for digital assets, dividing them between congressional legislation and IRS guidance. Legislative priorities include taxing staking rewards when sold, creating a trading safe harbor for foreign investors,…

CryptoDeFiRisk management
Paradigm research

The document explains how proof-of-stake collateral and validator infrastructure can be reused to secure additional protocols, a model it calls shared security or restaking. It presents Symbiotic as a coordination layer in which network developers choose…

CryptoDeFiRisk management
Paradigm research

The document introduces Alloy, a Rust toolkit for Ethereum and other EVM networks, and explains features relevant to building bots, indexers, and applications. Its compile-time Solidity interface generation provides typed contract bindings and handles ABI…

CryptoDeFiArbitrageExecution
Paradigm research

This discussion examines how crypto tokens might support creators and online communities through digital merchandise, fan recognition, fundraising, and tradable claims. A token can represent a collectible or redeemable physical item while also serving as…

CryptoMarket microstructureSentimentDeFi
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 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 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

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

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 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 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 report reviews crypto-collateralized borrowing in Q3 2025 across centralized lenders, DeFi applications, and collateralized stablecoin systems. It finds lending reached a new high, with DeFi applications accounting for a larger share than in the prior…

CryptoDeFiOn-chain dataPerpetual futures
Galaxy Research

The article explains Impact Markets as instruments for expressing an asset’s expected value in a specified event scenario. It contrasts this with binary up-or-down prediction markets, which record whether a threshold or direction is reached but discard the…

CryptoEvent-drivenDerivatives pricingRisk management
Galaxy Research

This report assesses Ethereum roughly 100 days after its transition from proof of work to proof of stake. It frames the review around network issuance and token burning, block timing, validator performance, maximal extractable value, and the planned process…

CryptoDeFiOn-chain dataMarket microstructure
Galaxy Research

The article uses India’s Unified Payments Interface as a case study in retail payment adoption and draws lessons for stablecoin distribution. It attributes UPI’s reach to accessible identity verification, low-friction onboarding, free QR-based merchant…

CryptoDeFiOn-chain dataMarket microstructure
Galaxy Research

The document describes two proposed extensions to event prediction markets. Impact Markets would let participants trade an asset at a price conditional on a specified event, aiming to reveal how the market values an asset in that scenario and to offer more…

CryptoDerivatives pricingEvent-drivenRisk management
Galaxy Research

This report examines ways decentralized finance products seek to make non-fungible tokens easier to value, trade, and use as financial assets. It organizes the landscape around fractional ownership, NFT lending, investment groups, derivatives, and pricing…

CryptoDeFiOn-chain dataRisk management