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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

144 documents

Cryptohopper blog

The article explains bull markets as periods when demand and optimism support rising crypto prices, and bear markets as periods when supply and pessimism dominate. It lists common signs, including trading volume, liquidity, investor confidence, and price…

CryptoSentimentVolatilityRisk management
Cryptohopper blog

The document introduces three chart-based descriptions of crypto market behavior: directional trends, sideways trading ranges, and price channels. It characterizes uptrends by successive higher highs and higher lows, and downtrends by lower highs and lower…

CryptoTrend followingTechnical indicatorsVolatility
Cryptohopper blog

The article explains how tokenization represents claims or economic rights linked to tangible and intangible assets as blockchain-based tokens. It describes fractional ownership and the use of smart contracts to automate functions such as settlement and…

CryptoMulti-assetFixed incomeCommodities
Cryptohopper blog

The document explains the Relative Strength Index (RSI) as a measure of recent price momentum, commonly used to identify potentially overbought or oversold conditions. It describes the conventional approach of looking to buy below an oversold threshold and…

CryptoMomentumMean reversionTechnical indicators
Cryptohopper blog

This article defines a trading system as the full set of decisions and practices surrounding a strategy, rather than entry signals alone. It recommends choosing specific markets and assets, setting measurable return goals, studying and backtesting candidate…

Risk managementPosition sizingBacktesting
Cryptohopper blog

The article examines how algorithmic and high-frequency trading have entered cryptocurrency markets alongside institutional participation. It describes exchange colocation as a way to reduce execution latency and argues that faster access can give…

CryptoHigh-frequency tradingExecutionMarket microstructure
Cryptohopper blog

This introductory article explains crypto market sentiment as the collective mood of investors and describes how optimism or fear can affect supply, demand, and short- to medium-term price moves. It recommends treating sentiment as one input alongside…

CryptoSentimentTechnical indicatorsRisk management
Cryptohopper blog

This article explains how traders can use different chart timeframes for different tasks. Longer charts, such as daily or weekly views, can help position traders assess the broad direction; intermediate charts can support swing-trading decisions; and shorter…

CryptoTrend followingMomentumTechnical indicators
Cryptohopper blog

This article explains how a spot Bitcoin exchange-traded fund differs from a futures-based fund: it holds Bitcoin while its shares give investors indirect exposure to the asset’s price. It argues that an exchange-traded product could make Bitcoin easier for…

CryptoSpot marketsUS marketsVolatility
Cryptohopper blog

The document explains how event-based triggers can automate actions in a cryptocurrency trading bot. Its example monitors a 30-minute RSI on BTC/USDT at KuCoin and initiates a sell-all action when RSI exceeds 70. It also describes choosing the exchange and…

CryptoTechnical indicatorsExecutionRisk management
Cryptohopper blog

The document describes a REST API for controlling a cryptocurrency trading platform from external software. It outlines tasks such as creating and managing bots, placing and tracking orders, changing strategy settings, retrieving transaction records, and…

CryptoExecutionMarket microstructure
Cryptohopper blog

This stock-screening proposal combines daily price movement with a weekly MACD condition and a trading-volume concentration filter. It seeks shares with an amplitude threshold above one, weekly MACD above zero, and a stated concentration measure described as…

EquitiesTechnical indicatorsChina marketsRisk management
Cryptohopper blog

This guide outlines practical safeguards for NFT holders, focusing on wallet custody, phishing, and marketplace fraud. It recommends controlling private keys with non-custodial wallets, keeping seed phrases offline and private, using distinct passwords,…

CryptoRisk managementExecution
Cryptohopper blog

This guide explains crypto trend trading as an approach built around sentiment and momentum: shared beliefs can prompt buying or selling, and continued activity can sustain directional price movement. It suggests using daily or weekly charts and price…

CryptoTrend followingMomentumTechnical indicators
Cryptohopper blog

This article outlines three automated crypto scalping rule sets built around short intraday entries and higher-timeframe trend filters. The general approach is to use trend indicators on longer charts to favor trades aligned with the broader direction, then…

CryptoTechnical indicatorsTrend followingRisk management
Cryptohopper blog

This introductory guide distinguishes coins, which are native assets of blockchain networks, from tokens, which are issued through applications or services built on a blockchain. It describes coins as assets used for transactions, value storage, and network…

CryptoDeFi
Cryptohopper blog

This article discusses holding cryptocurrencies through bear markets and adding to a position as prices fall through dollar-cost averaging (DCA). It illustrates how successive purchases at lower prices reduce the average entry price, while stressing that…

CryptoSpot marketsPosition sizingRisk management
Cryptohopper blog

The document explains the parts of a candlestick and how its wick records the period’s high and low relative to the opening and closing prices. It treats long wicks as visual evidence that price moved away from an extreme, potentially reflecting a shift in…

CryptoTechnical indicators
Cryptohopper blog

The guide explains leveraged cryptocurrency trading on Binance, including the relationship between position size and margin, how to calculate leverage, and the basic steps for opening a margin account and placing a trade. It describes transferring funds into…

CryptoRisk managementPosition sizingExecution
Cryptohopper blog

The document explains how to adapt automated crypto trading settings to three holding styles: day trading, swing trading, and longer term position taking. It discusses take-profit and stop-loss levels, asset selection, trade size, trailing stops, and the…

CryptoRisk managementPosition sizingExecution
Cryptohopper blog

This guide presents ten broad principles for participating in cryptocurrency markets. It emphasizes limiting exposure to money an investor can afford to lose, building positions through scheduled dollar-cost averaging, researching token utility and project…

CryptoRisk managementPosition sizingPortfolio construction
Cryptohopper blog

This introductory guide explains technical indicators as mathematical summaries of price and trading activity that traders use to assess market context. It groups indicators into volume, momentum, trend, and volatility categories, and suggests that widely…

CryptoTechnical indicatorsMomentumVolatility