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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

175 documents

Paradigm research

The brief supports Coinbase’s effort to compel the SEC to respond to a petition seeking rules for securities offered and traded through digital systems, including clearer criteria for identifying which digital assets are securities. It argues that exchanges…

CryptoUS markets
Paradigm research

This analysis measures Ethereum’s history growth, meaning the accumulated blocks and transactions needed to replay the chain, and compares it with state growth. Using high-resolution data categorized by contract activity, it describes shifts from early…

CryptoDeFiStatistics
Paradigm research

This incident report explains how a batch-call library combined with an auction contract created a payment vulnerability. Delegatecall preserved the caller and the original payment value across batched calls, so a user could invoke the ETH commitment…

CryptoDeFi
Paradigm research

The brief argues that an investment contract and the asset involved in that arrangement are legally distinct. It draws on the Howey case and later court decisions involving varied assets, contending that courts assessed the surrounding agreements and…

CryptoUS markets
Paradigm research

This comment letter responds to the NCUA’s proposed rules implementing the GENIUS Act for stablecoin issuers. It supports parts of the framework while arguing that some requirements could burden early-stage issuers, create legal uncertainty, or fail to…

CryptoUS marketsRisk management
Paradigm research

The document explains US securities registration routes for token offerings, including public offering forms and ongoing reporting duties. It argues that registration is not a single filing: issuers must address SEC comments, disclose financial and other…

CryptoUS marketsSpot marketsMarket microstructure
Paradigm research

The analysis estimates how EIP-1559 could change miner revenue by separating block subsidies, transaction inclusion fees, and miner-extractable value (MEV). Under the proposal described, subsidies and MEV remain with miners, while base fees are burned; fees…

CryptoDeFiMarket microstructureRisk management
Paradigm research

Paradigm reports a poll of U.S. likely voters fielded in February 2026 about prediction market awareness, use, public opinion, and regulation. The survey found reported use for wagering or checking odds, with differences across age, race and ethnicity, and…

StatisticsSentimentUS markets
Paradigm research

The article explains how fork-choice rules select a canonical blockchain when competing blocks exist, and how reorganizations can reverse recent blocks. Under proof of work, the chain with the greatest cumulative difficulty wins, so short reorganizations can…

CryptoDeFiMarket microstructureRisk management
Paradigm research

This document summarizes Paradigm’s amicus brief in the SEC’s case against Bittrex. Its central legal argument is that the SEC’s authority over fundraising transactions involving tokens does not automatically extend to later secondary-market trades in those…

CryptoUS marketsSpot markets
Paradigm research

The post introduces Reth, an open-source Ethereum execution client written in Rust, and explains its design aims: performance, modularity, configurable resource tradeoffs, and support for node operators with different needs. Its components are intended to…

CryptoExecutionMarket microstructure
Paradigm research

The article explains why generating zero-knowledge proofs can be computationally expensive and identifies multi-scalar multiplications and fast Fourier transforms as common bottlenecks. It describes their different hardware demands: multiplications can be…

CryptoDeFiExecutionMarket microstructure
Paradigm research

This article summarizes Paradigm’s response to an ESMA consultation on deciding when crypto assets qualify as financial instruments. That classification affects whether an asset is treated under the EU’s crypto-specific MiCA framework or the broader…

CryptoDeFi
Paradigm research

The article describes the American Power Index, a composite measure that combines prediction market signals with facts about current government control. It is reweighted weekly and is intended to represent both present political power and expectations about…

SentimentUS markets
Paradigm research

The article reviews a White House working group report proposing policy changes for US digital assets. It covers distinctions between decentralized and centralized finance, updates to Bank Secrecy Act treatment, a digital asset taxonomy, division of SEC and…

CryptoDeFiUS markets
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 summarizes Paradigm’s amicus brief in SEC v. Wahi, which challenges the SEC’s treatment of secondary trades in nine crypto tokens as securities transactions. Its central legal distinction is between a token as an asset and an investment contract…

CryptoUS markets
Paradigm research

The document explains intents as signed, declarative constraints that state a desired outcome while allowing a third party to choose how to execute it. This can simplify blockchain interactions, support batching and order matching, and enable flexible gas…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document explains how staking pools can reduce barriers to Ethereum proof-of-stake participation. Pooling allows users to stake less than the solo-staking minimum and delegate validator operations. A pool may also hold liquid ETH reserves to meet…

CryptoDeFiOn-chain dataRisk management
Paradigm research

The document sketches yTokens as on-chain, collateral-backed obligations that settle on a specified future date against a target asset. It compares them to zero-coupon bonds: users can buy or sell the tokens to create synthetic fixed-term lending or…

CryptoFixed incomeDeFiOn-chain data
Paradigm research

This policy essay argues that government ethics restrictions on crypto ownership can make it harder for financial regulators to recruit staff with relevant expertise. It points to an Inspector General report describing recruitment challenges at the SEC, and…

CryptoUS markets
Paradigm research

The document proposes Martingale shares, called Mortys, as a way to create tradable fractional exposure to a class of NFTs. A vault owner deposits an NFT and sells shares representing part of the claim. At regular intervals, a random settlement process…

CryptoDeFiStatistics
Paradigm research

The document argues that crypto protocols can become more dependable and widely adopted by limiting governance to areas where human decisions are necessary. It defines credible neutrality as confidence that a protocol will not be changed to favor a…

CryptoDeFiRisk managementPortfolio construction