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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

9,797 documents

Paradigm research

The comment letter argues that U.S. energy markets should allow perpetual contracts and continuous trading for storable commodities such as oil. It contrasts perpetuals, which have no expiry date, with dated futures that require traders to close and reopen…

FuturesCommoditiesPerpetual futuresMarket microstructure
Paradigm research

The document argues that coordination between the SEC and CFTC could reduce overlapping rules and uncertainty, particularly for products spanning securities, derivatives, and digital assets. It describes potential areas for harmonization, including aligned…

Multi-assetCryptoFuturesPerpetual futures
Paradigm research

The document presents Paradigm’s argument in an amicus brief concerning Maryland’s attempt to treat Kalshi’s federally regulated event contracts as gambling. It traces the case for federal oversight through the history of grain futures regulation, the…

FuturesDerivatives pricingEvent-drivenUS markets
Paradigm research

The document summarizes Paradigm’s argument in amicus briefs concerning Nevada’s effort to apply state gambling laws to federally regulated swaps. It maintains that Congress established a nationwide derivatives framework through the Commodity Exchange Act…

FuturesDerivatives pricingUS markets
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

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 market review examines a sharp Bitcoin and Ether decline that began with selling in spot markets and intensified as leveraged futures positions were liquidated. It links the severity of the move to rising open interest, low spot trading volume, and…

CryptoFuturesMarket microstructureVolatility
Galaxy Research

The commentary links February 2025’s Bitcoin decline to compressed futures basis, ETF withdrawals, and a broader retreat from risk. It reports that CME basis stayed below 10% annualized for most of the month and reached 4.08%, while ETF outflows persisted…

CryptoFuturesDeFiOn-chain data
Galaxy Research

This 2021 market overview assembles ten indicators that the authors interpret as evidence of rapid crypto-sector growth. It discusses bitcoin’s rally and mixed behavior as both a risk asset and possible inflation hedge, mining-hashrate migration to the…

CryptoOn-chain dataFuturesSentiment
Galaxy Research

The document describes an emerging financial layer around AI inference, connecting compute providers, users, and capital through marketplaces, tokenized access, and onchain settlement. It first reviews conventional GPU futures: indexes aggregate transaction…

FuturesDerivatives pricingMarket microstructureCrypto
Galaxy Research

This market review examines the sharp May 2021 crypto selloff, describing how a crowded advance, negative headlines, and broader risk aversion preceded a correction. It combines price moves with on-chain indicators and derivatives data to distinguish selling…

CryptoOn-chain dataFuturesPerpetual futures
Galaxy Research

This market commentary connects a sharp crypto rally with higher futures basis, on-chain borrowing rates, and perpetual futures funding. It describes a delta-neutral basis trade: buying spot BTC or ETH while selling front-month CME futures to capture the…

CryptoFuturesArbitrageCarry
Galaxy Research

This brief market note links a rewards campaign to a burst of activity on Phoenix Trade, a Solana perpetuals venue. After announcing a program offering traders $420,000 in USDC over the coming month, the exchange recorded consecutive daily highs in trading…

CryptoFuturesPerpetual futuresMarket microstructure
Galaxy Research

This market commentary explains how perpetual futures funding rates and the Bitcoin futures basis can indicate the cost of leverage and short-term capital in crypto markets. It describes the basis trade as buying spot Bitcoin while selling a nearby futures…

CryptoFuturesPerpetual futuresCarry
Galaxy Research

The report broadens a review of crypto lending into a wider estimate of leverage across crypto-collateralized borrowing, debt issued by public Bitcoin treasury companies, and futures open interest. It compares centralized lenders, decentralized lending…

CryptoDeFiFuturesPerpetual futures
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 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

This report reviews crypto lending and market conditions from March through May 2026. It connects macro uncertainty, Bitcoin’s recovery and pullbacks, and a sharp DeFi TVL decline after the rsETH/KelpDAO bridge exploit with changes in borrowing demand and…

CryptoFuturesCarryDeFi
Galaxy Research

This commentary explains why crypto borrowing costs may move differently from conventional loan rates when central banks cut policy rates. It argues that rates for assets such as bitcoin are driven substantially by demand for leverage and the basis trade,…

CryptoFuturesCarryArbitrage
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 August 2022 market note evaluates Bitcoin’s position below its 200-week moving average and realized price, levels the authors viewed as historically useful for long-term investors. It identifies the prior cycle low and 300-week moving average as…

CryptoTechnical indicatorsOn-chain dataFutures
Galaxy Research

The commentary reads March’s Bitcoin market through perpetual funding rates and the three-month futures basis. After a rally sparked by a policy announcement faded, funding stayed subdued or turned negative on major venues, while the basis narrowed. The…

CryptoFuturesPerpetual futuresSentiment
Galaxy Research

The commentary reviews May 2025 developments across crypto markets, lending, and regulation. It reports Bitcoin reaching a new high amid strong spot ETF inflows and elevated perpetual funding, futures basis, and open interest. Ethereum also rose, which the…

CryptoFuturesPerpetual futuresSpot markets
Galaxy Research

This quarterly review tracks crypto-collateralized borrowing across centralized lenders, decentralized lending applications, and the collateral-backed portion of stablecoin supply. It compares the recent contraction with the sharper 2022 lending unwind, and…

CryptoDeFiFuturesPerpetual futures