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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

79,386 documents

MQL5 code base

This MetaTrader 4 indicator converts the latest positions of price, a moving average, Williams %R, RSI, or Stochastic into angular degree readings. It also calculates position degrees using the highest and lowest prices over 100 bars, and issues alerts when…

ForexTechnical indicators
MQL5 code base

The document describes an order manager that waits until combined open profit reaches a chosen minimum, then closes the orders if profit retreats by a specified percentage from its peak. Its example uses a minimum profit of 1,000 and a 20% drawdown: a fall…

Risk managementPosition sizingExecution
SuperMind

These reading notes summarize an active, company-focused approach to equity investing. They organize stock selection around business quality, valuation, and timing, emphasizing industry structure and durable company advantages over tracking short-term…

EquitiesFactor investingPortfolio constructionStatistics
Cryptohopper blog

The article explains how volume can add context to price action. It describes higher trading activity as often accompanying volatility and breakouts, and notes that historically busy price zones may act as areas of support or resistance. It presents three…

CryptoTechnical indicatorsVolatilityMomentum
SuperMind

A brief trading forum exchange asks how to place an order using the remaining available funds rather than a fixed amount, share count, or percentage of total assets. The reply points to the platform’s stock-account available-cash value as the basis for the…

EquitiesPosition sizingExecution
SuperMind

This Chinese-equity screening idea looks for companies associated with beverage or alcohol imports or exports, with a share price above its five-day moving average and a large daily trading range. The stated rationale combines recent price strength with…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

The proposed screen targets A-share companies with turnover between 3% and 12%, market capitalization below 10 billion yuan, and a positive profitability measure. It also checks whether the prior day's high is the highest across a two-day window, then ranks…

EquitiesChina marketsTechnical indicatorsMomentum
ProRealCode

B-Xtrender is a trend-following indicator intended mainly for higher timeframes. It combines a short-term oscillator, derived from the difference between two moving averages and then transformed with RSI, with a separate long-term RSI measure based on a…

Trend followingTechnical indicatorsMomentum
SuperMind

This proposed equity screen combines amplitude above one, at least one daily gain of 10% or more within the prior 25 trading days, and return on equity above 15% for five consecutive years. The article presents these as a blend of volatility, recent price…

EquitiesMomentumVolatilityFactor investing
SuperMind

The proposed screen combines three conditions: price amplitude above one, a shortening negative MACD histogram on a 15-minute interval, and a close above the Bollinger middle band but no higher than its upper band. The author interprets the amplitude…

EquitiesTechnical indicatorsVolatility
SuperMind

This article proposes screening Chinese equities in the metaverse sector for an arc-shaped price pattern and a current close above the prior session’s low. It frames the price comparison as a short-term filter and suggests adding fundamental measures such as…

EquitiesChina marketsTechnical indicators
MQL5 code base

The document describes an expert advisor that manages one manually specified trade in a single symbol. When the main position enters a loss zone, it opens an opposing hedge intended to limit losses while allowing a wider stop on the main trade. It discusses…

Risk managementExecutionPosition sizing
SuperMind

This community post proposes a short-term stock screen combining a price-range condition, a morning-star candlestick pattern, and a rule excluding stocks that closed at their daily price limit on the prior session. The stated rationale is to combine…

EquitiesChina marketsTechnical indicatorsSentiment
SuperMind

The post asks how to reproduce a backtest setting from JoinQuant in another Chinese trading platform. The JoinQuant setting described allows limit orders to fill directly without checking the submitted price or quantity, which the author wants to use when…

EquitiesExecutionBacktesting
MQL5 code base

This brief description identifies a MetaTrader indicator implementing William Blau’s Ergodic MACD Oscillator from his book on momentum, direction, and divergence. The indicator presents the oscillator as a color histogram, giving a visual form for examining…

Technical indicatorsMomentumStatistics
MQL5 code base

This indicator description presents a generalized version of John Ehlers’ Instantaneous Trend Line, extended with bands intended to help identify trend changes and reduce false signals that may arise from relying only on the line’s slope. The underlying…

Technical indicatorsTrend followingStatistics
SuperMind

This Chinese-language post proposes a stock-selection screen for Shenzhen main-board shares. It combines prior-session price amplitude above 1%, circulating shares no greater than 5.5 billion, positive price-to-earnings below 29.01, and positive…

EquitiesChina marketsFactor investingTechnical indicators
MQL5 code base

This MetaTrader expert advisor describes a GBPUSD strategy built around the Frankfurt-to-London opening range. It looks for an initial move below the range and the open by at least a configurable threshold, followed by a reversal to the range high. The…

ForexBreakoutMean reversionRisk management
SuperMind

This document presents a technical equity screen requiring at least five moving averages to converge, a positive return, and the 20-day moving average to exceed the 120-day average. Its rationale is that clustered averages may indicate relatively stable…

EquitiesTechnical indicatorsMomentumBacktesting
TqSdk

The document explains a terminal feature that replays an entire historical trading day. A user chooses a date when launching the replay version of the terminal, then uses the software and its extensions as though operating during that session. Playback can…

BacktestingExecution
SuperMind

This document describes an equity screen combining daily price amplitude above 1%, market capitalization below 10 billion yuan, positive net profit in each of the latest four quarters, a nonempty convertible-bond short name, and an opening price above the…

EquitiesTechnical indicatorsRisk managementChina markets