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

163 documents

Kraken Learn

This guide outlines how Polish residents are expected to report cryptocurrency disposals for tax purposes. It says the tax year follows the calendar year, filing opens on February 15, and the deadline is April 30 of the following year. It describes a 19% tax…

Crypto
Kraken Learn

The document compares crypto-backed borrowing options using custody model, borrowing rate, maximum loan-to-value, eligible collateral, borrow currency, liquidation terms, and security history. It distinguishes custodial services from non-custodial protocols,…

CryptoDeFiRisk management
Kraken Learn

The document outlines crypto portfolio diversification as a way to reduce dependence on any one asset and manage exposure to a volatile market. It suggests spreading investments across cryptocurrencies, market sectors, and strategies, with attention to how…

CryptoPortfolio constructionRisk management
Kraken Learn

The article compares staking proof-of-stake tokens with earning interest by depositing crypto assets into lending platforms. Staking rewards are linked to network issuance and transaction fees, while savings interest reflects demand from borrowers. Staked…

CryptoDeFiRisk managementCarry
Kraken Learn

The document reports survey responses about U.S. crypto holders’ views of AI tokens, including expectations for sector performance, long-term optimism, investment interest, and perceived barriers. It describes differences by age and investing experience, and…

CryptoSentimentMachine learningVolatility
Kraken Learn

The document introduces Bitcoin's unspent transaction output model and contrasts it with account-based balance tracking. A wallet's spendable funds consist of previously created outputs. To make a payment, it selects one or more outputs as inputs, consumes…

CryptoSpot marketsMarket microstructure
Kraken Learn

The document describes reducing directional exposure in a crypto spot portfolio by shorting perpetual futures. A short position with notional value matching the spot holding is presented as an approximately delta-neutral hedge: losses in spot may be offset…

CryptoSpot marketsPerpetual futuresRisk management
Kraken Learn

The document compares two crypto prop firms across evaluation formats, account sizes, profit splits, payout terms, trading constraints, execution venues, and regional access. Its main practical lesson is that the headline split is only one part of the…

CryptoRisk managementExecution
Kraken Learn

This overview explains Bitcoin’s basic design and use. It describes public and private keys, peer-to-peer nodes, proof-of-work mining, block validation, and the protocol’s capped supply. Miners compete to propose blocks and receive newly issued coins and…

CryptoSpot marketsOn-chain dataRisk management
Kraken Learn

The document distinguishes coins, which are native assets of base-layer blockchains, from tokens, which are issued through applications and services built on those networks. It explains that coins may be used for transfers, value storage, and network…

CryptoDeFiSpot markets
Kraken Learn

The document explains Compound as an Ethereum-based lending protocol that matches crypto asset suppliers with borrowers through smart contracts. Suppliers deposit assets into pools and receive cTokens representing their claims on the deposited assets.…

CryptoDeFiRisk management
Kraken Learn

The guide outlines French tax treatment of crypto activity, distinguishing private asset management from professional trading and describing when gains, mining rewards, and other income may be taxable. It says private disposals to fiat generally fall under…

CryptoRisk management
Kraken Learn

This short consumer-security note recommends caution when evaluating unusually attractive investment offers and checking that platforms and schemes are legitimate before committing funds. It also points to account and asset safeguards, including two-factor…

CryptoRisk management
Kraken Learn

The document explains Lightning as a Bitcoin layer that moves payments through off-chain channels, with channel opening and closing settled on the base chain. It contrasts this approach with ordinary on-chain transfers: Lightning can support faster,…

CryptoSpot marketsMarket microstructure
Kraken Learn

The document explains blockchain as a shared ledger maintained by networked computers. It describes how cryptographic links connect blocks, how nodes check transactions, and how consensus mechanisms such as proof of work and proof of stake help the network…

CryptoDeFiOn-chain dataMarket microstructure
Kraken Learn

Bitcoin halvings are programmed reductions in the block reward paid to miners. The document explains that rewards are cut in half every 210,000 blocks, slowing the issuance of new bitcoin toward a maximum supply of 21 million. It outlines how proof-of-work…

Crypto
Kraken Learn

The article addresses the criticism that bitcoin lacks intrinsic value because it is not backed by a government or reserve of assets. It acknowledges that bitcoin differs from traditional currencies and from stablecoins backed by cash or other real-world…

CryptoSpot markets
Kraken Learn

The document introduces Sui as a Layer 1 blockchain built around low-cost transactions and scalability. Its central design choice is to represent assets as independent objects rather than account balances, which the text says can make transaction processing…

CryptoDeFiSpot marketsMarket microstructure
Kraken Learn

The document defines bull markets as sustained price advances and bear markets as extended declines. It links bullish conditions with optimism and increased buying, while bearish conditions are associated with pessimism and selling pressure. The suggested…

CryptoFuturesRisk managementSpot markets
Kraken Learn

This brief overview frames stock selection around an investor’s financial goals, risk tolerance, and strategy. It points readers toward company fundamentals such as revenue trends, profit margins, and debt, alongside longer-term demand. It also highlights…

EquitiesPortfolio constructionUS markets
Kraken Learn

The document describes a delta-neutral crypto strategy that pairs long spot holdings with an equal-notional short perpetual futures position. The matched positions are intended to offset broad price moves, leaving funding payments as the main source of…

CryptoArbitragePerpetual futuresSpot markets
Kraken Learn

This guide compares privately negotiated crypto forwards with standardized futures traded on exchanges. Forwards allow counterparties to choose contract terms and typically settle at maturity, but depend on the other party to honor the agreement and can be…

CryptoFuturesDerivatives pricingRisk management
Kraken Learn

The article explains financial exclusion through limited access to accounts, credit, payments, insurance, and other services. It lists barriers such as insufficient money or documentation, distance from financial institutions, restrictive laws, low financial…

CryptoDeFi
Kraken Learn

The document introduces tokenization as representing assets on blockchain networks in a way that supports transparent tracking and resistance to tampering. It describes tokenization as applicable across asset classes, naming art, collectibles, corporate…

Multi-assetFixed incomeCommodities