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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

144 documents

Cryptohopper blog

This guide explains how decentralized finance yield farming works: users supply crypto assets to liquidity pools, lending markets, or other smart contract applications in exchange for trading fees, interest, or token rewards. It distinguishes liquidity…

CryptoDeFiSpot marketsMarket microstructure
Cryptohopper blog

The article describes an EU consultation on possible changes to MiCA, covering crypto assets, token issuers, crypto service providers, and areas left outside the first framework. It explains how stablecoin classification could shift regulatory attention…

CryptoDeFi
Cryptohopper blog

The article explains how proof-of-work mining validates transactions and rewards miners, tracing the shift from home computers toward large operations using specialized ASIC hardware. It describes mining as increasingly difficult for small participants as…

CryptoRisk managementSpot markets
Cryptohopper blog

This crypto trading blog page presents a comparison of two trading-bot services and frames the choice around whether a trader wants to build strategies or follow existing ones. It also summarizes a broader point: a bot automates execution, but the quality of…

CryptoExecutionBacktesting
Cryptohopper blog

The document explains how candlesticks summarize open, high, low, and close prices for a chosen time frame. It describes how bodies and shadows show the range between opening and closing prices and the extremes reached, and how traders may read their shape…

CryptoTechnical indicatorsMomentumTrend following
Cryptohopper blog

The article organizes technical indicators into trend, momentum, volatility, and volume groups, describing the market data each uses and the questions it may help traders examine. Trend measures, commonly moving averages, smooth price fluctuations to show…

Technical indicatorsMomentumVolatilityStatistics
Cryptohopper blog

This introductory guide explains that Bitcoin trading takes place across exchanges, over-the-counter markets, and derivatives platforms, with markets operating around the clock. It outlines basic setup steps such as selecting a platform, registering and…

CryptoRisk managementTechnical indicatorsDerivatives pricing
Cryptohopper blog

The document outlines the European Union’s Markets in Crypto-Assets Regulation, a framework for crypto-assets outside existing financial-services rules. It describes requirements for public token offers, including clear disclosures, white papers,…

CryptoDeFiRisk management
Cryptohopper blog

The document explains how Bitcoin can be represented as an Ethereum ERC-20 token backed by BTC held on another network. This structure is intended to combine Bitcoin’s liquidity with Ethereum smart contracts, allowing the token to be used in decentralized…

CryptoDeFiSpot marketsRisk management
Cryptohopper blog

This introductory guide recommends spreading a crypto portfolio across multiple tokens and varying allocation sizes. It frames diversification as a way to avoid relying on a single asset and suggests researching a project’s market capitalization, roadmap,…

CryptoPortfolio constructionRisk management
Cryptohopper blog

This overview describes meme coins as cryptocurrencies whose popularity often depends on humor, online communities, and attention rather than a distinct practical use. It gives examples including Dogecoin, Shiba Inu, Pepe, and Bonk, and notes that tokens may…

CryptoVolatilitySentimentRisk management
Cryptohopper blog

This article outlines an architecture for crypto trading agents that separates market research from order execution. A read-only market data MCP supplies prices, order books, candles, and context for an agent's analysis; a REST trading API carries out orders…

CryptoExecutionRisk managementMarket microstructure
Cryptohopper blog

This general guide links crypto market volatility to small market size, speculation and sentiment, regulatory developments, and changes in the global economy. It recommends researching trades, learning from past mistakes, following a plan, and accepting that…

CryptoVolatilityRisk managementPortfolio construction
Cryptohopper blog

This introduction explains stablecoins as crypto tokens designed to maintain a relatively steady value, often against a fiat currency or another asset. It describes three approaches: fiat-collateralized tokens backed by reserves of traditional currency;…

CryptoSpot marketsDeFiRisk management
Cryptohopper blog

The document explains stop losses as planned exits for positions that move against a trader. Long positions generally place them below the entry price and short positions above it. A stop level can follow the trading strategy, such as a level near a recent…

Risk managementPosition sizingTechnical indicatorsBacktesting
Cryptohopper blog

This guide explains what OHLCV candles record and how traders can use candle histories for crypto market analysis. Each bar summarizes the opening, highest, lowest, and closing prices plus traded volume within a fixed interval. The article compares…

CryptoTechnical indicatorsVolatilityBacktesting
Cryptohopper blog

This primer explains three common crypto market data formats and the questions each can answer. A ticker summarizes current price, top bid and ask, recent volume, price change, and range, making it useful for broad scans and cross-market comparisons. An…

CryptoMarket microstructureExecutionTechnical indicators
Cryptohopper blog

The document presents five basic practices for controlling risk in cryptocurrency trading: keep position size appropriate to one's experience and comfort, limit leverage, cap planned loss on an idea using a 2% capital rule, place a stop loss, and favor…

CryptoRisk managementPosition sizingExecution
Cryptohopper blog

This overview explains decentralized finance as blockchain-based financial services that can operate without conventional central intermediaries. It describes three ways crypto holders may seek income: yield farming, staking, and lending. Yield farmers…

DeFiCryptoSpot markets
Cryptohopper blog

This introductory guide explains supply and demand trading as an approach to locating possible price reversals in cryptocurrency markets. Instead of treating support or resistance as a single price, it treats a zone as a range where buying or selling…

CryptoTechnical indicatorsMean reversion
Cryptohopper blog

This document describes a forex expert advisor that uses two moving averages to determine trade conditions. If price moves against an open position by a configured pip distance, the system opens another trade in the original direction and repeats the process…

ForexTechnical indicatorsPosition sizingRisk management
Cryptohopper blog

The article surveys ways crypto holders may seek income: proof-of-stake staking, lending through centralized or decentralized services, yield farming, automated market-making pools, interest-bearing accounts, NFT guild rentals, yield-bearing tokens, and…

CryptoDeFiMarket makingCarry
Cryptohopper blog

The article explains a confirmation approach that pairs MACD with one other technical indicator. MACD line and signal-line crossovers provide directional signals, while the Stochastic oscillator or RSI supplies overbought and oversold readings. With…

Technical indicatorsMomentumTrend followingBacktesting