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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 document explains perpetual swaps through four equivalent models: a feedback mechanism that uses funding to pull the contract toward an external index, a transfer of profit and loss with interest-like payments, a swap of borrowing costs on the underlying…

CryptoPerpetual futuresDerivatives pricingRisk management
Paradigm research

The article explains why summing every Polymarket OrderFilled event overstates trading volume. Each transaction emits maker-focused events for individual counterparties and a taker-focused event that summarizes the same fills. The exchange contracts route…

CryptoMarket microstructureStatisticsEvent-driven
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

This analysis examines how the U.S. Securities and Exchange Commission pursued crypto-related cases across several administrations, with particular attention to the period under Chair Gary Gensler. It argues that the agency increasingly used court cases to…

CryptoUS marketsStatistics
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
Paradigm research

The paper proposes distribution markets, prediction markets where traders express beliefs over a continuous range of possible outcomes rather than choosing among fixed options. Its example is a forecast of an event’s timing: participants can trade a full…

CryptoDeFiMarket makingStatistics
Paradigm research

The paper presents Across Prime, a bonded design for fast cross-chain bridges. In conventional escrowed bridges, users pay into an origin-chain contract, and relayers advance their own funds on the destination chain while waiting for fulfillment…

CryptoDeFiRisk managementMarket microstructure
Paradigm research

The article proposes a way to compare blockchain performance by measuring transaction latency and throughput together. Latency should reflect the time to valid confirmation, including the extra depth needed when a transaction can be reorganized. Throughput…

CryptoStatisticsMarket microstructureExecution
Paradigm research

The paper introduces power perpetuals, derivatives indexed to a power of an underlying asset’s price. Because a power above one creates convex exposure, gains and losses respond asymmetrically to price moves. Long holders pay a periodic premium yield to…

CryptoDerivatives pricingPerpetual futuresOptions
Paradigm research

The essay describes a competitive pattern in layer-one blockchains: a new network can attract users by challenging assumptions that have become central to an incumbent’s identity. It gives examples involving programmability, validator participation, and…

CryptoMarket microstructureDeFi
Paradigm research

The paper proposes evaluating Bitcoin through the functions and properties of money rather than relying only on conventional asset-class frameworks. It compares gold, fiat currency, and Bitcoin as competing monetary assets, considering scarcity, portability,…

CryptoSpot marketsRisk managementStatistics
Paradigm research

The document frames blockspace as a scarce resource sold through a decentralized market. Users signal demand with transaction fees, while miners supply transaction inclusion and network security. It applies market-design criteria—depth, safety, and…

CryptoMarket microstructureExecutionDeFi
Paradigm research

This roadmap presents the Reth team’s view of what Ethereum should prioritize after Pectra, with a proposed Fusaka release in the third quarter of 2025 focused on scaling layer-2 networks. Recommended work includes PeerDAS and a higher blob target, EVM…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The article explains a vulnerability in an older version of Geth’s fast-sync state downloader. Full synchronization independently executes transactions, while fast sync downloads state data from peers and checks it against cryptographic trie roots. The…

CryptoDeFiRisk managementMarket microstructure
Paradigm research

This survey reports Republican voters’ views on crypto ownership, financial privacy, regulation, and political attitudes. It finds that crypto ownership was more common among younger and non-white Republicans than among the overall Republican sample, and…

CryptoSentimentUS marketsStatistics
Paradigm research

The document introduces the Rainbow Network as a design for an off-chain, non-custodial exchange and payment system. It proposes supporting synthetic versions of assets when counterparties can agree on a price oracle, allowing users to trade, borrow, lend,…

CryptoDerivatives pricingSpot marketsDeFi
Paradigm research

The document outlines Reth’s proposed route to higher Ethereum Layer 2 throughput and recommends measuring EVM performance in gas processed per second. It describes a scaling program that combines single-machine improvements with architectures that…

CryptoExecutionMarket microstructureStatistics
Paradigm research

RICKS proposes fractionalizing an NFT through recurring issuance and auctions. The protocol continuously creates new shards at a set rate and sells them, distributing auction proceeds to existing holders as staking rewards. This design aims to preserve a…

CryptoDeFiMarket microstructure
Paradigm research

This legal analysis argues that current U.S. sanctions guidance should not require blockchain infrastructure participants to screen or censor blocks involving sanctioned addresses. It frames a blockchain base layer as a public communications and timestamping…

CryptoMarket microstructureRisk management
Paradigm research

The document explains how MEV-Boost connects Ethereum block builders, relays, and proof-of-stake proposers, and how this process interacts with consensus timing. Builders assemble transactions, relays validate blocks and provide bids, and proposers select…

CryptoMarket microstructureExecutionRisk management