Skip to content

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

175 documents

Paradigm research

The document explains how optimistic rollups aim to increase Ethereum throughput while retaining Ethereum’s security and avoiding the higher node costs associated with simply enlarging or accelerating blocks. A sequencer executes transactions off-chain and…

CryptoDeFiOn-chain data
Paradigm research

The document introduces Ress, a stateless Ethereum execution client built on Reth. Instead of keeping the full account and contract state, a stateless node receives state witnesses from peers, checks them against the prior state commitment, and executes…

CryptoDeFiExecutionMarket microstructure
Paradigm research

The document explains Variable Rate Gradual Dutch Auctions (VRGDAs), a mechanism for selling tokens or NFTs near a chosen issuance schedule while allowing purchases at any time. Prices rise when sales run ahead of the target and fall when sales lag,…

CryptoDeFiMarket microstructure
Paradigm research

The document proposes Provable Address-Control Timestamps (PACTs) as a way for Bitcoin holders to preserve a possible route to spend from addresses that might later be disabled because quantum computers can derive their exposed public keys. The concern is…

CryptoOn-chain dataRisk management
Paradigm research

The analysis explains EIP-1559’s proposed fee mechanism and evaluates it against goals that include simpler fee estimation, flexible block capacity, network security, and keeping transaction fees denominated in Ether. Users pay a protocol-set base fee that…

CryptoMarket microstructureExecutionDeFi
Paradigm research

The document explains maximal extractable value (MEV) in Ethereum and describes the post-Merge block production chain. Searchers identify arbitrage, liquidation, and other transaction-ordering opportunities, then submit bundles to competing builders.…

CryptoDeFiMarket microstructureExecution
Paradigm research

This policy research tutorial outlines risks in fiat-backed stablecoins and explains what public blockchain data can reveal about them. It describes potential deposit shifts into stablecoins, redemption runs, liquidity and operational problems, and the…

CryptoOn-chain dataRisk managementDeFi
Paradigm research

The document presents power perpetuals as a common framework for understanding several DeFi instruments. A power perp tracks an index price raised to an exponent, with collateralized positions maintained above a minimum collateral ratio and funding payments…

CryptoPerpetual futuresDerivatives pricingDeFi
Paradigm research

The document develops pm-AMM, an automated market maker designed for binary prediction market tokens. It models token prices with Gaussian score dynamics: the event price tracks the probability that an underlying random walk finishes above a threshold.…

CryptoDeFiMarket makingVolatility
Paradigm research

Artemis is an open-source Rust framework for building bots that identify and execute maximal extractable value (MEV) opportunities. It aims to lower the effort for new searchers by providing reusable components, and to help protocols attract keepers through…

CryptoArbitrageExecutionMarket microstructure
Paradigm research

The article analyzes whether liquidity providers in a cash and risky-asset pool can outperform a static, unrebalanced portfolio when every trade is an arbitrage trade. Its model treats the risky asset as moving randomly and compares long-run compounded…

CryptoDeFiVolatilityMarket making
Paradigm research

The article explains a Geth bug in Ethereum uncle validation that could have caused different clients to disagree about a block’s validity. Ethereum can include certain non-canonical blocks, called uncles, subject to validation rules. Unlike ordinary blocks,…

CryptoMarket microstructureRisk management
Paradigm research

The Constant Rate Issuance Sales Protocol (CRISP) is a pricing mechanism for selling an ongoing supply of NFTs at a target pace. It tracks recent sales with an exponential moving sum (EMS), a recency-weighted measure that can be updated without storing a…

CryptoDeFiStatisticsMarket making
Paradigm research

The document proposes quantum markets as a way to compare many proposals without requiring traders to supply fresh capital for each one. Participants deposit funds and receive equivalent trading credits across proposal markets tied to one decision. Each…

CryptoDeFiMarket microstructure
Paradigm research

This article applies an investor’s due diligence approach to choosing a Web3 employer. It argues that candidates can examine publicly available on-chain activity and business indicators, such as active wallets, transactions, growth, revenue, and retention,…

CryptoOn-chain dataStatisticsDeFi
Paradigm research

This article explains design choices in the Art Gobblers NFT contracts, which combine a custom utility token, emission multipliers, and a long-running mint. To reduce transaction costs, the developers pack token ownership, user balances, and emission data…

CryptoOn-chain dataDeFiRisk management
Paradigm research

The article separates Ethereum’s scaling pressures into state growth, history growth, and state access, then maps each to node requirements such as storage capacity, memory, network bandwidth, and storage input/output. It examines the composition and growth…

CryptoOn-chain dataStatisticsDeFi
Paradigm research

The document explains how DAO founders can choose a legal structure by considering the project’s activities, potential liability and taxes, membership size and fluidity, governance, US connections, and available resources. It outlines options including…

CryptoRisk managementDeFi
Paradigm research

The document summarizes a review of 63 blockchain-related experiments led by G20 central banks. It reports that 47% of the sampled projects were compatible with the Ethereum Virtual Machine, across areas including central bank digital currencies,…

CryptoForexDeFiOn-chain data
Paradigm research

The letter responds to a proposed FinCEN rule that would require reporting transactions associated with a broadly defined category of virtual currency mixing. It accepts that illicit actors can misuse crypto, but argues that the proposal targets…

CryptoOn-chain dataUS markets
Paradigm research

The document explains moneyness as an instrument’s position in a hierarchy of settlement claims. Central bank cash and reserves sit above commercial bank deposits, while securities and shadow banking involve more layers of credit promises. Deposit insurance…

CryptoRisk managementMulti-asset
Paradigm research

The document outlines proposed U.S. tax changes for digital assets, dividing them between congressional legislation and IRS guidance. Legislative priorities include taxing staking rewards when sold, creating a trading safe harbor for foreign investors,…

CryptoDeFiRisk management
Paradigm research

The document explains how proof-of-stake collateral and validator infrastructure can be reused to secure additional protocols, a model it calls shared security or restaking. It presents Symbiotic as a coordination layer in which network developers choose…

CryptoDeFiRisk management