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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
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

The document compares security and transparency measures at several centralized crypto exchanges, including cold storage, account authentication, withdrawal controls, audits, proof-of-reserves reporting, insurance arrangements, and regulatory status. It…

CryptoRisk managementMarket microstructureSpot markets
Kraken Learn

This guide summarizes Brazilian tax reporting points for people holding or transacting in crypto assets. It states that the tax year runs from January through December and gives the following April’s last business day as the reporting deadline, with April 30…

CryptoSpot markets
Kraken Learn

The document distinguishes scalping, day trading, swing trading, and position trading by their typical time frames and holding periods. It explains that cryptocurrencies trade continuously, without regional market sessions or weekend closures, so the…

Crypto
Kraken Learn

This survey reports how U.S. crypto holders perceive tax complexity and how tax concerns influence their investment choices. Respondents commonly expressed concern about effects on returns, confusion over reporting, rates, staking, and rewards, and…

CryptoRisk managementStatisticsUS markets
Kraken Learn

Badger DAO is presented as a decentralized finance project intended to make tokenized bitcoin usable across blockchain applications. Its Sett vaults let users deposit supported assets into smart-contract-managed pools, receive interest-bearing representative…

CryptoDeFiPerpetual futures
Kraken Learn

This page is an introductory guide to non-fungible tokens, pointing readers toward topics such as what NFTs represent, ways to buy them, collection rarity rankings, and blockchain gas fees. It also gives brief descriptions of example NFT collections and…

CryptoDeFiSpot markets
Kraken Learn

The document explains parathreads as an alternative way for projects to use Polkadot or Kusama network resources. Instead of winning a parachain slot auction or receiving a public-goods slot, a project can access the network without committing to a fixed…

CryptoDeFi
Kraken Learn

A price ladder presents market prices alongside the depth of market (DOM), letting traders observe order-book activity and manage orders directly. The article describes it as a way for market makers, arbitrage traders, and scalpers to monitor several markets…

CryptoMarket microstructureMarket makingExecution
Kraken Learn

The document summarizes US federal tax treatment described for cryptocurrency staking. It says rewards are generally included as ordinary income when the recipient gains control, with their value at receipt serving as tax basis even when the tokens are…

CryptoSpot markets
Kraken Learn

This survey reports on U.S. crypto holders’ intentions, confidence, preferences, and portfolio changes. It says 88% planned to continue investing over the next 12 months, compared with 73% in the prior-year survey, and 70% reported greater confidence.…

CryptoSentimentPortfolio constructionDeFi
Kraken Learn

The guide compares hot and cold crypto wallets, self-custody and third-party custody, and several approaches to protecting access. Hot wallets offer convenient access for frequent trading and decentralized application use, while cold wallets keep keys…

CryptoRisk managementDeFi
Kraken Learn

This guide outlines Australian crypto tax reporting at a high level, describing the financial-year calendar, filing deadlines, and the general distinction between crypto activity treated as capital gains and activity treated as income. It says taxpayers…

CryptoRisk management
Kraken Learn

This survey report examines how cryptocurrency policy figures in U.S. voters’ priorities ahead of the 2024 election. It reports that many crypto owners want candidates to address the sector, that a substantial share describe themselves as split-ticket…

CryptoSentimentUS marketsStatistics
Kraken Learn

The document presents a checklist for futures entries and exits. It calls for a specific technical trigger, position sizing that limits the loss at the stop to 1%–2% of account value, and a check of whether funding costs support or oppose the trade. Funding…

FuturesRisk managementPosition sizingExecution
Kraken Learn

The document introduces candlesticks as a compact record of price movement during a chosen period. The body marks the open and close, while the upper and lower wicks mark the period’s high and low. A close above the open is presented as bullish, and a close…

Technical indicatorsCryptoMarket microstructure
Kraken Learn

The article distinguishes among spend-based crypto card cashback, staking rewards, and referral or sign-up bonuses under the U.S. tax treatment it describes. Cashback tied to a purchase is generally treated as a rebate rather than income. Staking rewards are…

CryptoSpot markets
Kraken Learn

This Chinese-language post describes an A-share stock screen combining three conditions: membership in the metaverse theme, appearance on the previous day's trading activity list, and a rounded chart pattern that the author interprets as a possible bottoming…

EquitiesChina marketsTechnical indicatorsTrend following
Kraken Learn

The document presents perpetual futures funding rates as indicators of leveraged positioning as well as periodic payments. Sustained positive rates suggest crowded long exposure and may precede a pullback, while negative rates during a rising market can…

CryptoPerpetual futuresSpot marketsCarry
Kraken Learn

The document explains bracket orders as a linked entry, stop-loss, and take-profit setup. Once the entry fills, the exit orders become active and operate on a one-cancels-the-other basis. It relates this structure to support and resistance trading, including…

CryptoTechnical indicatorsRisk managementPosition sizing
Kraken Learn

The document gives a brief overview of four blockchain oracle networks: Chainlink, Pyth, API3, and Band Protocol. It describes their roles in supplying data to decentralized applications and notes that Chainlink also offers a protocol for transmitting data…

CryptoDeFiOn-chain data
Kraken Learn

The document offers a short framework for researching technology companies. It suggests looking for businesses with structural growth opportunities, financial resilience, and models that can scale. It also identifies revenue growth, customer concentration,…

EquitiesFactor investingUS markets
Kraken Learn

The article compares bank savings accounts with crypto earning products, focusing on rates, access to funds, deposit protection, taxes, and risk. It illustrates the rate comparison with examples of estimated one-year interest on a hypothetical balance and…

CryptoRisk managementUS markets
Kraken Learn

Balancer is described as an Ethereum-based decentralized exchange protocol where liquidity providers deposit tokens into pools and receive a share of trading fees plus BAL incentives. Pools can hold as many as eight tokens, with weights set to define their…

CryptoDeFiSpot marketsMarket making
Kraken Learn

This collection presents statistics on cryptocurrency ownership, trading activity, investor concerns, geographic adoption, and industry structure as of 2024. It reports estimates of market value and trading volume, survey findings on ownership and investor…

CryptoStatisticsMarket microstructureOn-chain data