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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
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

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 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

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
Paradigm research

The document explains miner extractable value (MEV) as profit available to block producers through transaction inclusion, exclusion, or ordering. Using decentralized exchange arbitrage, it shows how searchers compete for profitable transactions through fee…

CryptoDeFiArbitrageExecution
Paradigm research

The document introduces the time-weighted average market maker (TWAMM), an Ethereum mechanism for executing large orders over time. It divides a long-term order into continuously accruing virtual trades that interact with an embedded constant-product AMM.…

CryptoExecutionMarket makingMarket microstructure
Paradigm research

This account describes a smart contract flaw that allowed tokens to be minted without cost and exchanged for Ether held by a DeFi protocol. Because transactions sent publicly could be copied or front-run, the discoverers avoided both exploiting the issue…

CryptoDeFiOn-chain dataMarket microstructure
Paradigm research

Art Gobblers describes an on-chain art ecosystem built around collectible NFTs, artist-created pages, and Goo, an ERC20 token emitted by Gobbler NFTs. Goo production compounds: holdings produce more Goo, while Gobblers’ production capacity determines a…

CryptoOn-chain dataDeFiMarket microstructure
Paradigm research

The document presents Cosmos as a framework for building application-specific blockchains, or Zones, and connecting them through the Inter-Blockchain Communication protocol. Unlike a shared execution platform, each Zone chooses its own security arrangements…

CryptoDeFiMarket microstructureExecution
Paradigm research

This article argues that the SEC’s traditional disclosure framework, designed for centralized companies issuing securities, does not match the structure of many crypto assets. Stocks and bonds generally represent legal claims against an identifiable issuer,…

CryptoOn-chain dataDeFiRisk management
Paradigm research

This policy submission argues that proposed UK rules for stablecoins and crypto activities should better accommodate cross-border firms, decentralized protocols, and payment use cases. It calls for clearer coordination with other jurisdictions, a technical…

CryptoDeFiFixed incomeRisk management
Paradigm research

In this podcast conversation, crypto investor Fred Ehrsam describes a possible progression from digital money to a new financial system and, eventually, a broad internet application platform. He connects this view to his experience in foreign-exchange…

CryptoDeFiSentiment
Paradigm research

This comment-letter summary challenges an IRS and Treasury proposal to expand tax reporting duties to a broad range of crypto entities. It says Congress intended reporting to apply to firms that cause on-chain transactions to be completed, while the proposal…

CryptoDeFiOn-chain dataUS markets
Paradigm research

This paper argues that Ethereum’s shift to proof of stake does not make ETH, or staking ETH, an investment contract under the U.S. Howey test. It explains the test’s elements and focuses on the requirements for a common enterprise and profits derived from…

CryptoDeFiUS marketsRisk management
Paradigm research

This document summarizes Paradigm’s amicus brief opposing the SEC’s case against Binance. It argues that the SEC is using its lawsuit to extend securities regulation to crypto secondary markets without clear congressional authorization or formal rulemaking.…

CryptoUS marketsDeFi
Paradigm research

The document describes a formal analysis of Uniswap and other constant-product markets. It examines these markets and broader versions of the same design, asking when their simplicity can still produce prices close to those in a reference market. The central…

CryptoDeFiMarket makingMarket microstructure
Paradigm research

This document presents MEV taxes: smart contract fees tied to a transaction’s priority fee. Under competitive priority ordering, searchers bid for valuable transaction opportunities through priority fees; an application can charge an additional fee based on…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The paper describes Blend, a peer-to-peer lending design for NFT and other arbitrary collateral. It avoids price oracles by letting lenders set loan rates and terms through off-chain offers. Loans have fixed rates but no expiry: borrowers can repay at any…

CryptoDeFiDerivatives pricing
Paradigm research

The document presents a decentralized auction design intended to reduce last-look advantage, where a participant can submit or cancel a bid later than others after seeing market information. Participants send signed, threshold-encrypted bids to one another…

CryptoMarket microstructureExecutionDeFi
Paradigm research

This article describes Paradigm’s amicus support for Beba and the DeFi Education Fund in a lawsuit seeking clarity about free token airdrops. Beba, a Texas company selling bags and wallets, had used an airdrop to market its products and feared that a further…

CryptoDeFiUS marketsEvent-driven
Paradigm research

This amicus brief summary describes arguments by Paradigm in support of the Crypto Freedom Alliance of Texas and Lejilex in their case against the SEC. Lejilex planned a platform for peer-to-peer token trading and sought a court declaration concerning…

CryptoDeFiUS marketsMarket microstructure