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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

165 documents

Paradigm research

This account explains how publicly visible pending transactions can expose profitable opportunities to generalized frontrunning bots. The example is a recovery attempt for liquidity tokens accidentally sent to a Uniswap pool. Because anyone could call the…

CryptoDeFiOn-chain dataExecution
Paradigm research

The document frames financial technology as a force that changes market structure over time. It traces earlier electronification through episodes such as the 1960s securities paperwork crisis, which helped spur electronic trading and centralized securities…

Market microstructureExecutionCryptoDeFi
Paradigm research

This document examines whether decentralized auctions can remain competitive when one bidder can submit later and act on fresher market information. It models an order-filling auction with two bidders: an early bidder whose offer is hidden, and a later…

CryptoOn-chain dataDeFiOptions
Paradigm research

The research compares Uniswap v3 market depth with that of major centralized exchanges for ETH pairs and selected stablecoin pairs. It reports that Uniswap v3 had greater reported liquidity for ETH/USD, ETH/BTC, and ETH/mid-cap pairs, as well as for…

CryptoDeFiSpot marketsMarket microstructure
Paradigm research

Paradigm’s amicus brief challenges the CFTC’s case against Ooki DAO and its theory that DAO members may be liable for the protocol’s conduct. The brief argues that the action raises due-process concerns because, in its view, the case lacked fair notice and…

CryptoDeFiUS markets
Paradigm research

This overview describes research on the legal and practical challenges of settling financial transactions through public blockchains. It argues that deterministic settlement finality is not a prerequisite for using public chains, challenging the view that…

CryptoOn-chain dataRisk managementMarket microstructure
Paradigm research

Paradigm’s response to a CFTC request for comment prioritizes three crypto policy issues. It urges the Commission to create tailored relief for trading perpetual contracts through decentralized protocols, arguing that limiting them to centralized venues…

CryptoPerpetual futuresDeFi
Paradigm research

The document presents arguments for how the GENIUS Act should be implemented. It says the statute bars stablecoin issuers from directly paying yield or interest to holders but does not impose the same restriction on affiliates. The authors argue that…

CryptoUS marketsSpot markets
Paradigm research

The document argues that financial ethics rules can prevent public officials and agency staff from using crypto products, making it harder for them to understand the technology they regulate. It describes restrictions or disclosure obligations affecting…

CryptoUS marketsDeFi
Paradigm research

The document summarizes two recommendations for the National Credit Union Administration’s proposed rules under the GENIUS Act. First, it objects to restricting federally insured credit unions from investing in payment stablecoin issuers licensed by another…

CryptoUS markets
Paradigm research

The document proposes a five-level framework for evaluating secure hardware used in programmable cryptography. It compares systems along three dimensions: execution speed relative to unprotected computing, developer experience, and the security assumptions…

CryptoMachine learningRisk management
Paradigm research

Paradigm’s amicus brief supports Coinbase’s lawsuit seeking judicial review of the SEC’s refusal to issue crypto-specific rules. It argues that regulating crypto through enforcement actions rather than transparent rulemaking leaves market participants…

CryptoUS marketsMarket microstructureStatistics
Paradigm research

Paradigm’s amicus brief supports Kalshi’s challenge to the CFTC’s rejection of contracts tied to which party controls each chamber of Congress. It argues these contracts can serve both as hedges and as sources of information. For example, a crypto business…

Event-drivenCryptoUS marketsRisk management
Paradigm research

Paradigm argues that CFTC rules for listing spot crypto assets on designated contract markets should also protect access to decentralized finance protocols. It describes DeFi trading as peer-to-peer activity in which users retain custody and interact with…

CryptoSpot marketsDeFiMarket microstructure
Paradigm research

The document assesses ways to provide randomness for Ethereum applications such as lotteries and games. It defines desirable properties as unpredictability, resistance to bias, verifiability, and liveness, with low cost as an additional practical goal. It…

CryptoDeFiStatisticsRisk management
Paradigm research

The document describes a researcher’s work on applying quantitative finance and mechanism design to crypto markets. It introduces loss-versus-rebalancing (LVR), a measure of the adverse selection experienced by automated market maker liquidity providers when…

CryptoDeFiArbitrageMarket microstructure
Paradigm research

The document summarizes an analysis of how widespread stablecoin adoption might affect bank deposits and lending. It compares two scenarios: one in which banks keep their current structure and stablecoins enter alongside them, and another in which banks’…

CryptoFixed incomeStatisticsUS markets
Paradigm research

The article explains the funding challenge created by Bitcoin’s decentralized open-source model. Bitcoin software supports substantial economic value, yet development is carried out by a relatively small group without a central organization responsible for…

CryptoRisk management
Paradigm research

This account follows an investigation that began with an Ethereum node reporting a block execution mismatch. Comparing the transaction-level gas usage and inspecting contract state revealed that a restored node database was missing storage, explaining the…

CryptoDeFiRisk management
Paradigm research

The document explains how decentralized finance protocols obtain prices and why oracle design can create exploitable gaps. Off-chain feeds may depend on privileged reporters or delayed updates; on-chain exchange prices are current but can be shifted by…

CryptoDeFiRisk managementOn-chain data
Paradigm research

The document explains EIP-2593, which lets a user specify a starting bid, a starting block, a maximum bid, and a final block. The bid rises over time until the transaction is included or reaches its limit. This automates the fee bumping users might otherwise…

CryptoExecutionMarket microstructure
Paradigm research

The document explains how mistX submits decentralized exchange trades through Flashbots bundles instead of Ethereum’s public mempool. Because a bundle is executed atomically and placed at the start of a block, the approach can shield a trade from public…

CryptoDeFiExecutionMarket microstructure
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