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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
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

5,922 documents

Galaxy Research

The document explains how Ethereum’s planned Merge would replace proof-of-work mining with proof-of-stake validators. It expects the transition to sharply reduce electricity use while leaving ordinary transaction and application experiences largely…

CryptoSpot marketsDeFiRisk management
Galaxy Research

This summary describes the U.S. President’s Working Group report on digital asset policy, covering proposed approaches to market structure, banking, stablecoins, illicit finance, taxation, and decentralized finance. It presents the report as favoring rules…

CryptoDeFiUS marketsMarket microstructure
Galaxy Research

This market update links crypto lending activity to token events, derivatives basis changes, and the supply of available collateral. It describes increased USDe borrowing around ENA-related yield strategies and higher WLFI borrowing tied to anticipated token…

CryptoDeFiFuturesCarry
Galaxy Research

This report examines HyperEVM, an EVM-compatible Layer-1 connected to Hyperliquid’s HyperCore trading platform. The two chains share consensus and validators, while HyperEVM is intended to add general-purpose smart contracts and DeFi composability around…

CryptoDeFiPerpetual futuresOn-chain data
Galaxy Research

Galaxy Research presents 26 forecasts for crypto markets in 2026 and reviews the conditions shaping them. The visible predictions cover Bitcoin’s uncertain near-term path and longer-term outlook, Solana’s onchain economy, Layer-1 value capture, corporate…

CryptoOn-chain dataDeFiVolatility
Galaxy Research

This report explains how NFT royalties became a revenue source for creators and why their enforcement remains contested. It describes the technical difficulty of embedding royalties in token contracts: a transfer may be a sale or simply a move between an…

CryptoOn-chain dataDeFi
Galaxy Research

The article describes zero-human companies (ZHCs): autonomous agents that earn revenue from products and services, then use crypto infrastructure to manage and reinvest their funds. It presents early examples of agent-run businesses and explains why wallets…

CryptoOn-chain dataDeFiMarket microstructure
Galaxy Research

The report reviews crypto market and lending conditions in July, highlighting institutional ETH basis trades, a rise in borrowing demand, and stress in liquid staking. It explains how leveraged staking loops become uneconomic when borrowing costs exceed…

CryptoDeFiCarryPerpetual futures
Galaxy Research

The article describes an exploit of Ostium, an Arbitrum-based platform for leveraged synthetic perpetual trading settled in USDC. An attacker used authorized oracle-signer and PriceUpKeep forwarder credentials to submit a future-dated signed price, then…

CryptoDeFiOn-chain dataPerpetual futures
Galaxy Research

This quarterly report tracks crypto leverage across centralized and decentralized lending, crypto-backed stablecoin issuance, publicly traded digital-asset treasury companies, and futures markets. It reports that on-chain crypto-collateralized loans rose…

CryptoDeFiPerpetual futures
Galaxy Research

The paper analyzes how U.S. securities laws might apply to DeFi vaults, lending markets, and the parties that operate or curate them. It distinguishes three legal frameworks: the Reves family-resemblance test for loan notes, the Investment Company Act for…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This market commentary reviews June 2025 developments in crypto lending, on-chain credit, regulation, and tokenized investing. It reports that DeFi lending balances reached a new high as rates on stablecoin borrowing declined, and describes Sky Protocol’s…

CryptoDeFi
Galaxy Research

The document explains how governance design affects whether DeFi applications are meaningfully decentralized and how they respond to change. It describes governance tokens and their distribution through fair launches or pre-mines, followed by informal…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This report surveys cryptocurrency lending across centralized providers and onchain applications. It distinguishes bilateral institutional loans, prime brokerage financing, and onchain private credit from smart-contract lending apps, collateralized…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This quarterly report analyzes investment into crypto startups and fundraising by crypto venture funds in Q3 2024. It draws on public filings, external data providers, and the publisher’s fund database to examine deal volume, capital invested, stage,…

CryptoStatisticsPortfolio constructionUS markets
Galaxy Research

This report explains SIMD-0411, a proposal to accelerate Solana’s existing disinflation schedule while keeping its terminal inflation target unchanged. It compares the proposal with the rejected SIMD-0228, which would have made inflation depend on the share…

CryptoOn-chain dataDeFiRisk management
Galaxy Research

This report surveys U.S. digital asset policy changes during the first half of 2025, describing executive actions, congressional measures, and a shift in the SEC’s approach. It covers the creation of a federal working group, plans for a Strategic Bitcoin…

CryptoUS marketsDeFi
Galaxy Research

This report examines DeFi activity during the FTX collapse and compares on-chain lending and trading with centralized finance. It describes Alameda’s outstanding DeFi loans and wallet activity, noting that smart-contract enforcement and public collateral…

CryptoDeFiOn-chain dataMarket microstructure
Galaxy Research

The report presents Ethereum’s Strawmap as a strategic shift toward scaling the base layer while continuing to use rollups. It contrasts Ethereum’s strong position in assets held on-chain, such as stablecoins and tokenized real-world assets, with weaker…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This article explains the tension between the U.S. Custody Rule and registered investment advisers’ use of DeFi assets and protocols. The rule generally expects client funds and securities to be held by a qualified custodian and independently verified, while…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

The article describes Zcash’s Ironwood upgrade, which opens a new shielded pool and prevents new deposits or internal transfers into the older Orchard pool. The change follows discovery of a vulnerability in Orchard’s proof circuit that could theoretically…

CryptoOn-chain dataRisk managementDeFi
Galaxy Research

The document explains futarchy as a DAO governance model that separates choosing goals from assessing how proposed actions may achieve them. Instead of relying solely on token-weighted ballots, participants trade conditional positions in pass and fail…

CryptoDeFiMarket microstructureStatistics
Galaxy Research

The document summarizes debates at Ethereum’s 2024 Devcon about the network’s identity and long-term direction. It contrasts technical roadmaps, including a proposed overhaul of the consensus protocol, with a broader shared purpose centered on permissionless…

CryptoDeFiSentiment