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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

163 documents

Kraken Learn

Chiliz is described as a blockchain-based sports fan engagement platform. Its native CHZ token is used to acquire team-specific Fan Tokens, which participating clubs can configure to provide perks such as events, memorabilia, or voting on selected team…

CryptoOn-chain dataSentiment
Kraken Learn

This introductory overview explains how blockchains function as decentralized databases and distinguishes them from the cryptocurrencies that may use them. It describes distributed nodes as participants that store data and verify transactions under protocol…

CryptoDeFiMarket microstructure
Kraken Learn

The article compares custodial wallets, where a provider controls private keys, with non-custodial wallets, where users control and protect them. Custody by a platform can simplify setup, account recovery, and internal transfers. It also exposes users to…

CryptoSpot marketsDeFiRisk management
Kraken Learn

This introductory overview explains Celo as a blockchain payment platform designed with mobile users in mind, including payments linked to phone numbers and support for decentralized applications. It distinguishes CELO, used for governance and staking, from…

CryptoDeFiSpot marketsRisk management
Kraken Learn

The article compares cryptocurrency transfer and settlement times with conventional international payments and domestic payment systems. It explains that crypto networks use distributed participants to record and verify transactions, and presents examples of…

CryptoMarket microstructureExecution
Kraken Learn

The document explains how a crypto debit card funds purchases by converting crypto to fiat at the point of sale. It contrasts this with traditional debit cards and crypto credit cards, covering funding, liquidation timing, spending limits, rewards, credit…

CryptoSpot marketsRisk management
Kraken Learn

Band Protocol is described as a blockchain service that brings external data to decentralized applications. Validators collect and verify information requested by applications, then relay it through the protocol’s blockchain so transactions can be publicly…

CryptoDeFiOn-chain dataRisk management
Kraken Learn

The document defines a stablecoin depeg as a departure from the value the token is intended to track. It uses a dollar-pegged token falling below its target as an illustration. It notes that small deviations can occur when liquidity is insufficient, while…

CryptoRisk managementSpot markets
Kraken Learn

The document describes borrowing against SOL to access liquidity or buying power without selling the asset. The SOL remains pledged as collateral while the loan is open, so the borrower retains price exposure, and the collateral is released after repayment.…

CryptoRisk managementPosition sizingSpot markets
Kraken Learn

This brief overview defines memecoins as digital assets linked to internet memes, trends, animals, or objects, and notes their increased popularity in recent years. It frames these tokens as an entry point into crypto communities for some users, while…

CryptoVolatilitySentiment
Kraken Learn

The document explains Convex Finance as an intermediary for Curve liquidity providers and CRV holders. Users stake assets through Convex to access boosted CRV rewards, CVX incentives, and other reward tokens. It describes cvxCRV as a receipt for CRV…

CryptoDeFiRisk management
Kraken Learn

This guide outlines U.S. federal tax reporting topics for digital asset activity during the 2025 tax year. It describes taxable disposals, including crypto-for-crypto trades, and treats staking rewards as income when the taxpayer gains the ability to control…

CryptoUS marketsRisk managementSpot markets
Kraken Learn

A stop-limit order combines a trigger price with a limit price. When the market reaches the stop, the exchange places a limit order at the specified price, allowing the trader to define when an order activates and the least favorable price they will accept.…

CryptoExecutionRisk managementBreakout
Kraken Learn

This page is a beginner-oriented overview of cryptocurrency topics, including coin and token types, wallets and custody, transactions, stablecoins, tokenomics, staking, and major assets. Its FAQ section discusses energy use, potential payment and inclusion…

CryptoSpot marketsRisk management
Kraken Learn

This overview explains parachains as customized blockchains connected to Polkadot’s or Kusama’s central Relay Chain. The Relay Chain provides shared security, consensus, and transaction settlement, allowing connected chains to rely on common network…

CryptoDeFi
Kraken Learn

This guide defines a black swan as an outlier that is difficult to anticipate, has a large impact, and is often explained as foreseeable after it occurs. It applies that framework to crypto, where hacks, software flaws, fraud, regulation, or failures at…

CryptoVolatilityRisk managementPortfolio construction
Kraken Learn

A crypto ATM is a physical kiosk for buying cryptocurrency with cash or a card, and some machines also let users sell crypto for cash. For purchases, the customer provides a wallet address and the machine sends the cryptocurrency directly to that wallet.…

CryptoSpot marketsExecutionRisk management
Kraken Learn

This survey report describes dollar-cost averaging (DCA), in which investors buy a fixed amount of an asset at regular intervals, and examines how 1,109 crypto investors say they use it. It reports that 59% use DCA as their primary crypto strategy and…

CryptoStatisticsVolatilityRisk management
Kraken Learn

The document explains how Bitcoin ETFs provide indirect exposure to bitcoin through shares traded on traditional exchanges. It distinguishes spot funds, which hold bitcoin, from futures funds, which track futures contracts, and leveraged futures funds, which…

CryptoFuturesSpot marketsUS markets
Kraken Learn

The document explains Bancor as a decentralized automated market maker that uses asset pools to support trading. Users deposit tokens and receive pool tokens representing their claim on the deposit; traders pay fees, which are shared with liquidity…

CryptoDeFiMarket makingSpot markets
Kraken Learn

The article explains Bifrost’s liquid-staking model: users stake proof-of-stake assets through the protocol and receive corresponding vTokens, which are intended to preserve access to decentralized finance while the underlying assets earn staking rewards. It…

CryptoDeFiMarket makingRisk management
Kraken Learn

The document defines slippage as the gap between a trader’s expected price and the price at which an order executes. It identifies volatility, limited liquidity, large orders, and network delays as possible causes, and distinguishes favorable from…

CryptoExecutionMarket microstructureRisk management
Kraken Learn

This brief overview presents cryptocurrency volatility as a source of both opportunity and substantial downside. It notes that rapid price moves can contribute to investors losing some or all of their capital over a short period, so exposure needs to be…

CryptoVolatilityPosition sizingRisk management
Kraken Learn

This overview describes cloud mining as a way to participate in proof-of-work mining by renting a share of a provider’s hashpower or leasing equipment housed in a mining operation. Customers pay for access and may receive a proportional share of rewards. The…

CryptoRisk managementMarket microstructure