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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 presents three chart and market behavior signals that traders may watch for when assessing whether a cryptocurrency downtrend is nearing exhaustion. The signals are rising trading volume after a sustained decline, a sharp downward price move that…

CryptoTechnical indicatorsSentiment
Cryptohopper blog

This Chinese-language research summary examines how to use volatile price and volume factors in industry rotation strategies. It proposes using external market variables to forecast a trend factor’s returns or information coefficient, then timing exposure…

China marketsEquitiesFactor investingTrend following
Cryptohopper blog

This article explains fear of missing out as a psychological response to treating a missed trade as a threat to trading success. It argues that this threat perception can encourage impulsive decisions, especially chasing a rapidly rising coin and buying…

CryptoSentimentRisk management
Cryptohopper blog

This article outlines a discretionary framework for managing a cryptocurrency portfolio. It recommends setting a trading plan, defining risk and reward with stop-loss and profit targets, diversifying across tokens, researching each project, planning entries…

CryptoPortfolio constructionRisk managementPosition sizing
Cryptohopper blog

This guide presents a bullish crypto swing setup using the Relative Strength Index. The sequence begins when RSI falls below 30, then crosses back above that level. The trader waits for a pullback that holds above 30 and enters when RSI breaks above its…

CryptoMomentumTechnical indicatorsTrend following
Cryptohopper blog

The guide defines cryptocurrency day trading as opening and closing positions within the same day, with traders seeking to benefit from short-term price movement. It emphasizes liquidity because a trader may be unable to exit near a target when a market or…

CryptoTechnical indicatorsMarket microstructureBacktesting
Cryptohopper blog

The article explains backtesting as evaluating a trading strategy against historical market data before committing capital. It outlines a workflow: obtain suitable data, use or build a testing tool, repeatedly inspect results, then consider live or simulated…

CryptoBacktestingRisk managementExecution
Cryptohopper blog

The article surveys EMA, Williams %R, RSI variants, MESA adaptive moving average, Parabolic SAR, and Bollinger Bands for cryptocurrency trading. It explains the basic EMA crossover rule: a shorter average crossing above a longer one signals a buy, while a…

CryptoTechnical indicatorsTrend followingMean reversion
Cryptohopper blog

The document introduces the Ichimoku Cloud as an indicator that combines trend and momentum information, then outlines four ways to derive trade signals: price breakouts through the cloud, Conversion Line and Base Line crossovers filtered by either the…

Technical indicatorsTrend followingBreakout
Cryptohopper blog

The document reports a record 30-day net outflow from US spot Bitcoin ETFs, alongside a substantial decline in Bitcoin’s price. It places the flows in the context of several consecutive weeks of redemptions, a retreat from the previous cumulative flow peak,…

CryptoSpot marketsUS marketsSentiment
Cryptohopper blog

This introductory guide explains how to read price charts across crypto, stocks, and currencies. It describes candlesticks as records of open, close, high, and low prices, and presents a hammer during a decline as a possible sign of buying pressure and…

Technical indicatorsStatisticsTrend followingMarket microstructure
Cryptohopper blog

This article presents a qualitative checklist for researching crypto investments during a market downturn. It recommends examining a project’s purpose and competitive edge, practical utility, developer team, community, revenue, liquidity, treasury…

CryptoDeFiRisk managementSentiment
Cryptohopper blog

The guide explains paper trading as simulated buying and selling with virtual funds while prices come from live or historical market data. It describes using simulation to learn exchange or bot workflows and to observe a strategy in current conditions…

CryptoBacktestingExecutionRisk management
Cryptohopper blog

This introductory article distinguishes Bitcoin, a cryptocurrency, from blockchain and the broader idea of distributed ledgers. It describes a ledger replicated across network participants, where transactions are grouped into sequential blocks linked by…

CryptoSpot marketsMarket microstructureRisk management
Cryptohopper blog

The article explains ways to recognize and trade cryptocurrency downtrends. It contrasts fundamental analysis of a project with technical analysis of prices, chart patterns, and volume. For trend identification, it describes moving average crossovers,…

CryptoTrend followingTechnical indicatorsRisk management
Cryptohopper blog

The guide contrasts long-term holding with active profit-taking and outlines ways to plan exits in a volatile crypto market. It suggests setting profit targets in advance, using stop-loss orders, comparing potential rewards with risks, and selling before…

CryptoTechnical indicatorsRisk managementExecution
Cryptohopper blog

This introductory guide outlines how to begin using a cryptocurrency trading bot. It contrasts crypto markets with traditional markets in access, trading hours, fees, and volatility, then describes automation as a way to apply a chosen strategy continuously…

CryptoTechnical indicatorsExecutionRisk management
Cryptohopper blog

The Bitcoin Rainbow Chart plots Bitcoin’s long-term price on a logarithmic scale and overlays colored bands that represent different price zones. Traders and investors use the bands as a visual reference for whether price appears relatively low or high…

CryptoTechnical indicatorsStatistics
Cryptohopper blog

This article describes cryptocurrency trading bots as programs that connect to exchanges through APIs, monitor market data, and place trades when configured conditions are met. It outlines potential uses for both new and experienced traders, including…

CryptoExecutionBacktestingArbitrage
Cryptohopper blog

This overview explains how large cryptocurrency holders may affect token supply, liquidity, and prices, then describes on-chain tracking as a way to monitor their activity. It distinguishes transfers from wallets to exchanges, exchanges to wallets, and…

CryptoOn-chain dataSentiment
Cryptohopper blog

This article outlines ways to manage cryptocurrency holdings during falling markets. It discusses buying assets after declines for a longer-term recovery thesis, favoring established coins over highly volatile tokens, short selling, diversifying across…

CryptoPortfolio constructionRisk managementSentiment
Cryptohopper blog

This beginner-oriented article presents five preparation steps for investing in cryptocurrency: learn how different assets work, establish an investment strategy, select useful tools, choose exchanges and wallets carefully, and plan for taxes. It emphasizes…

CryptoRisk managementExecutionPortfolio construction
Cryptohopper blog

This introductory comparison explains shared market features and differences between trading company shares and cryptocurrencies. Both markets rely on supply and demand, operate through digital platforms, and expose participants to losses. The article…

CryptoEquitiesVolatilityRisk management
Cryptohopper blog

The article surveys common tools in a crypto trader’s workflow: price monitors, centralized exchanges, decentralized exchanges, portfolio trackers, trading bots, charting platforms, and tax software. It describes how each category is used, from tracking…

CryptoTechnical indicatorsExecutionRisk management