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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
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

8,851 documents

Bitget Academy

The document explains Bollinger Bands as a moving average surrounded by upper and lower bands set at two standard deviations, then focuses on changes in band width as a view of volatility. Narrowing bands indicate a period of contraction that the tutorial…

Technical indicatorsVolatilityBreakoutTrend following
Bitget Academy

The document presents separate CFD approaches for three U.S. equity indices. For the S&P 500, it proposes following a daily trend using the 50 and 200 day moving averages, with macroeconomic releases and Federal Reserve decisions as context. For the Nasdaq…

EquitiesUS marketsTrend followingMomentum
Bitget Academy

The document introduces two automated tools for Bitget spot stock rTokens. Smart Portfolio lets users follow recommended allocations or assemble a portfolio from selected assets, then rebalance toward target weights under configured conditions. The examples…

EquitiesTrend followingTechnical indicatorsPortfolio construction
Bitget Academy

The document presents a bearish view of XAG/USD amid US-Iran tensions and upcoming US employment reports. It links possible oil-driven inflation to expectations of tighter Federal Reserve policy, which could weigh on silver because it does not provide a…

CommoditiesTrend followingTechnical indicatorsBreakout
OKX Learn

A bull flag is presented as a possible continuation pattern in an existing uptrend. It consists of a sharp upward move, called the flagpole, followed by a short downward or sideways consolidation that resembles a flag. The expected signal is a renewed upward…

Technical indicatorsBreakoutTrend followingRisk management
OKX Learn

The document introduces automated trading bots and crypto derivatives, describing bots as software that executes predefined strategies using market data and derivatives as contracts linked to assets such as Bitcoin or Ethereum. It names futures, options, and…

CryptoFuturesOptionsPerpetual futures
OKX Learn

This article describes how institutional Bitcoin trades through over-the-counter desks can reduce public-market slippage and how declining desk balances may indicate accumulation. It argues that coins moving into longer-term holdings could reduce available…

CryptoTechnical indicatorsMarket microstructureSentiment
OKX Learn

A golden cross occurs when a shorter-term moving average rises above a longer-term one. The document describes the commonly used 50-period and 200-period pair, outlines the pattern’s three stages—from a bearish period through the crossover to a sustained…

CryptoTechnical indicatorsTrend followingMomentum
OKX Learn

The guide defines bull markets as sustained price advances and bear markets as extended declines, connecting each phase to trading activity, sentiment, and catalysts. It describes a typical cycle from accumulation and rising prices through euphoria and a…

CryptoTrend followingMomentumRisk management
OKX Learn

A golden cross occurs when a short-term moving average rises above a long-term moving average, which traders commonly interpret as a bullish signal. The document describes a three-part formation: price stabilizes after a downtrend, the averages cross, and…

Technical indicatorsTrend followingRisk managementCrypto
OKX Learn

The document describes crypto bull markets as periods of rising prices, strong confidence, and active trading, often led by Bitcoin and Ethereum. It presents breaks of support and falling trading volume as possible signs that a bull phase is weakening. It…

CryptoTechnical indicatorsTrend followingRisk management
OKX Learn

The guide builds a long-term crypto outlook around Bitcoin’s roughly four-year halving cycle, noting the April 2024 halving and proposing a possible market peak in mid-to-late 2025 followed by correction and consolidation in 2026–2027. It then identifies…

CryptoMulti-assetTrend followingRisk management
OKX Learn

The guide presents several approaches for crypto markets during sustained declines. For long-term investors, it describes dollar-cost averaging as a way to make regular purchases and build exposure over time, and recommends focusing on more established…

CryptoTrend followingMean reversionRisk management
OKX Learn

The document offers a broad introduction to crypto market analysis, suggesting traders follow regulatory, technical, and market events that may affect token prices. It recommends comparing longer-term charts with relevant news to study how a token has…

CryptoTrend followingTechnical indicatorsExecution
OKX Learn

The document explains divergence as a mismatch between an asset’s price movement and a related indicator, such as trading volume, RSI, or Stochastic RSI. It distinguishes regular divergence, which may warn of a possible reversal, from hidden divergence,…

CryptoTechnical indicatorsMomentumTrend following
OKX Learn

This overview contrasts established crypto assets such as BNB with speculative presale and meme tokens. It describes BNB’s role in the Binance ecosystem, the potential influence of regulation, and the possibility that Bitcoin halving cycles may affect…

CryptoRisk managementTrend followingSpot markets
OKX Learn

The document introduces bull and bear markets using common price-decline and price-rise thresholds, then discusses sentiment, economic conditions, and inflation and interest rates as influences on market phases. It gives historical examples, including the…

EquitiesTrend followingRisk managementPortfolio construction
OKX Learn

An exponential moving average (EMA) smooths price data while assigning more weight to recent observations than a simple moving average. The guide describes its recursive calculation: first establish an initial average, calculate a smoothing multiplier from…

CryptoTechnical indicatorsTrend followingMomentum
OKX Learn

This article discusses historical Bitcoin seasonality, describing stronger fourth-quarter performance, possible January recoveries, summer slowdowns, and altcoin rallies that may follow Bitcoin strength. It also cites a recent market snapshot involving ETF…

CryptoMomentumTrend followingRisk management
OKX Learn

This beginner guide explains how to read crypto price charts as a form of technical analysis. It describes candlesticks as a record of open, close, high, and low prices over a chosen interval, and outlines how to distinguish rising trends, falling trends,…

CryptoTechnical indicatorsTrend followingBreakout
OKX Learn

The document describes bull markets as sustained periods of rising asset prices and reviews historical episodes, economic influences, and investor sentiment. It suggests spreading exposure across growth and value stocks, diversifying among sectors, and using…

EquitiesTrend followingPortfolio constructionRisk management
OKX Learn

The article examines whether Bitcoin’s familiar four-year halving pattern remains a useful guide as spot ETFs and corporate ownership alter demand. It reviews the historical idea that rallies have often followed halvings after a delay, then argues that ETF…

CryptoTrend followingRisk managementUS markets
OKX Learn

The document explains a basic price action method for identifying market direction. It defines an uptrend as successive higher highs and higher lows, and a downtrend as lower highs and lower lows. A trader can draw a line through significant chart points to…

Technical indicatorsTrend followingBreakoutRisk management
OKX Learn

The document explains Fibonacci retracement as a charting method for estimating possible support and resistance after a large price move. It introduces commonly used ratios, then describes drawing levels between swing highs and lows in an identified uptrend…

CryptoTechnical indicatorsTrend followingRisk management