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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

This weekly market review summarizes several stablecoin developments in June 2023. It describes a brief USDT price deviation, selling pressure that left Curve’s three-asset pool heavily weighted toward USDT, and increased USDT borrowing demand on Aave and…

CryptoDeFiMarket microstructureArbitrage
Galaxy Research

This report surveys the expansion of non-stablecoin real-world assets represented on-chain in 2023, focusing on private credit, real estate, and Treasuries or other bonds. It attributes rising demand to higher traditional interest rates and weaker…

CryptoDeFiOn-chain dataFixed income
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

The article considers why Bitcoin traded nearly flat despite several negative developments: a hardware wallet exploit, Bitcoin sales by Strategy, and reduced prospects for U.S. crypto market structure legislation. It argues that the wallet losses affected a…

CryptoSpot marketsSentimentUS markets
Galaxy Research

This report describes the regulatory challenges facing digital asset firms, especially uncertainty about which authorities and rules apply across jurisdictions and asset types. It compares their obligations with those of traditional financial institutions,…

CryptoRisk managementUS markets
Galaxy Research

This report reviews crypto and blockchain venture activity in the first quarter of 2023 using PitchBook data, which may be revised because venture deal reporting is delayed. It tracks invested capital, deal counts, funding stages, company founding years,…

CryptoStatistics
Galaxy Research

The document frames blockchain capacity as a commodity compute product that users purchase through transaction fees. It explains how gas meters operations, how pricing mechanisms respond to demand, and why network effects among users, applications,…

CryptoMarket microstructureOn-chain dataStatistics
Galaxy Research

The report analyzes a summer 2025 campaign that sent tiny bitcoin transactions carrying OP_RETURN notices to dormant wallets. It describes the campaign’s scale and transaction structure, the messages’ claims that recipients’ wallets might be abandoned, and…

CryptoOn-chain dataStatisticsMarket 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

The document explains why public companies that hold bitcoin can trade at substantial premiums to the value of their BTC per share. It defines the NAV premium and mNAV, then describes how public market access lets these firms raise equity and debt to buy…

CryptoEquitiesSpot marketsPosition sizing
Galaxy Research

This investment perspective describes Karta, a U.S.-issued credit card aimed at affluent international customers who hold assets with U.S. financial institutions but may lack a U.S. credit history. Its central underwriting approach uses verified assets held…

CryptoMulti-asset
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 argues that autonomous agents and inexpensive synthetic content could overwhelm online spaces, making it harder to distinguish human activity from machine-generated material. It traces part of the problem to internet protocols that deliver data…

Machine learningStatisticsOn-chain dataMarket microstructure
Galaxy Research

The article examines BIP-110, a proposed temporary Bitcoin soft fork that would restrict several forms of transaction data. It describes the proposal’s signaling threshold and mandatory activation window, then recounts how miners largely declined to signal,…

CryptoOn-chain dataMarket microstructure
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 article compares proposals to alter Ethereum and Solana token supply and validator economics. Ethereum’s draft would progressively burn a larger share of validator rewards as the staked share of supply rises, reducing staking yield while leaving MEV and…

CryptoRisk managementOn-chain data
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

The article explains a proposed SEC framework for certain non-security tokens sold through investment contracts. It outlines two fundraising exemptions, tailored disclosures on token economics and project progress, and a safe harbor under which the…

CryptoUS markets
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