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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

9,797 documents

OKX Learn

The article reviews Cardano’s market position, price volatility, possible rally drivers, and long-term outlook. It attributes price corrections partly to profit-taking and says ADA’s performance can also respond to sentiment, macroeconomic conditions,…

CryptoFuturesTechnical indicatorsRisk management
OKX Learn

The document discusses the market response to the Velvet VELVET cryptocurrency’s exchange listings and briefly considers leveraged futures trading. Its central market observation is that a major listing can increase an altcoin’s visibility and trading…

CryptoFuturesEvent-drivenRisk management
OKX Learn

The document contrasts spot cryptocurrency ETFs with derivatives such as futures and options. Spot ETFs hold the underlying cryptocurrency and give investors market exposure through a regulated fund structure, while derivatives provide contract-based…

CryptoSpot marketsFuturesOptions
OKX Learn

The document explains how several trading account modes determine which instruments can be traded and how margin is calculated. In isolated margin, assets are ring-fenced, and the document says account modes do not otherwise differ. Margin-free accounts are…

CryptoFuturesOptionsRisk management
OKX Learn

The document describes an exchange product for trading futures tied to tokens before their token generation event, public sale, or other initial offering. It says the contracts use mechanisms from the venue’s expiry futures and allow trading without holding…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The article explains how exchanges forcibly close leveraged positions when margin falls below maintenance requirements. Long positions face liquidation after adverse price declines, while short positions are vulnerable to sharp rises. Leverage makes a given…

CryptoFuturesPerpetual futuresVolatility
OKX Learn

The document describes Smart Sync, a copy trading mode that scales a lead trader’s position according to the relative size of their account and the copier’s available funds. Its example shows a lead trader allocating 10% of a 10,000 USDT account and a copier…

CryptoFuturesPosition sizingRisk management
OKX Learn

The document weighs Ethereum’s long-term prospects by comparing its structural advantages with obstacles to wider use. It identifies high transaction costs, limited throughput, competition from chains such as Solana, delayed upgrades, and weaker…

CryptoDeFiFuturesTechnical indicators
OKX Learn

The document describes perpetual futures contracts that reference licensed ICE Brent and WTI benchmark prices. It contrasts these contracts with traditional oil futures, which involve expiries, position rolls and physical delivery, and explains that…

CommoditiesFuturesPerpetual futuresDerivatives pricing
OKX Learn

The article interprets Litecoin’s move above a stated resistance level through an inverse head-and-shoulders breakout and a cup-and-handle formation. It supplements those chart patterns with positive Chaikin Money Flow and MACD readings, while warning that…

CryptoTechnical indicatorsBreakoutFutures
OKX Learn

The document explains the performance views in OKX’s mobile Analysis section. It describes how the Assets tab summarizes account value, cumulative and daily PnL, asset allocation, and profitable, losing, or break-even days. The Spot PnL tab provides…

CryptoSpot marketsFuturesPerpetual futures
OKX Learn

The article frames ADA analysis around a narrowing triangle, support and resistance zones, Fibonacci projections, RSI, and a possible bull flag. It also points to institutional flows, DeFi total value locked, network activity, whale accumulation, futures…

CryptoTechnical indicatorsBreakoutSentiment
Strategy library

This strategy combines RSI, MACD, a simplified TD Sequential count, and Bollinger Bands to seek directional setups. RSI uses a threshold around 50, five consecutive MACD histogram bars of one sign and two consecutive TD count bars provide directional checks,…

Technical indicatorsFuturesCryptoBacktesting
Strategy library

This strategy uses the Aroon oscillator’s zero-line crossings to identify directional changes. A move above zero prompts a long entry; if price is below the average entry price and RSI crosses upward through 30, the system adds to the position. It exits part…

Technical indicatorsTrend followingFuturesCrypto
Strategy library

This trend-following system uses a Supertrend indicator with an ATR length of 10 and factor of 3 to detect directional changes. It also describes a secondary confirmation: within a window 15 to 19 bars after a direction change, three consecutive rising or…

Trend followingTechnical indicatorsFuturesCrypto
Strategy library

This strategy uses the 115-period Hull Moving Average to time long entries on Monday: it enters when the closing price is below the average. It schedules a full exit for Wednesday and also defines a fixed take-profit of 1.5% and stop-loss of 0.8%. The…

Technical indicatorsFuturesCryptoRisk management
Strategy library

This long-only breakout method looks for a transition from low volatility to expansion. It normalizes ATR by price and treats readings below a threshold as a squeeze. A long entry requires the prior period to be in that state, the close to cross above the…

BreakoutVolatilityMomentumRisk management
Strategy library

This cryptocurrency strategy combines Ichimoku signals with MACD to align a medium-term trend view with shorter-term momentum. It calls for a long setup when the conversion line is above the base line, price is above the cloud, and MACD crosses above its…

CryptoFuturesTechnical indicatorsTrend following
Strategy library

This strategy combines directional readings from a range of technical indicators, including SuperTrend, moving averages, momentum, MACD, RSI, CCI, and DMI. Each indicator contributes a positive or negative score, and the aggregate is smoothed; a move across…

Technical indicatorsTrend followingMomentumBacktesting
Strategy library

This note describes a moving-average crossover method that compares a short simple moving average with a smoother, double-averaged line. An upward cross is treated as a long entry, while a downward cross closes the long position. The description presents the…

Technical indicatorsTrend followingBacktestingCrypto
Strategy library

This strategy generates directional signals when a faster moving average crosses a slower one: an upward cross opens a long position, and a downward cross opens a short. The document presents configurable periods, with defaults of 5 for the fast average and…

CryptoFuturesTrend followingMomentum
Strategy library

This two-sided breakout system watches 30-minute candle bodies for moves exceeding a configurable point threshold. During a specified trading window, a qualifying upward candle sets a prospective long entry above that candle’s high by a buffer; a qualifying…

CryptoFuturesBreakoutVolatility
Strategy library

This script is a configurable framework for opening range breakout research across multiple sessions. Its listed entry approaches include breakouts by touch or close, retests of the opening range or fair value gaps, sweep reversals, fading the first…

BreakoutFuturesExecutionRisk management