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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

BigQuant

The document discusses how to judge excess returns in an index enhancement strategy. It argues that alpha should be evaluated by its persistence and consistency against a benchmark, rather than by the size of gains in a brief period. It describes monthly…

EquitiesStatisticsRisk managementPortfolio construction
BigQuant

This brief BigQuant support exchange concerns an error triggered after a user changed features in a beginner template. The response identifies a formatting issue in the feature list: comments or notes should be placed on separate lines rather than appended…

Machine learningBacktestingStatistics
ProRealCode

This indicator identifies Bat, Gartley, Crab, Butterfly, AB=CD, and Three Drives formations by evaluating the last five confirmed ZigZag pivots as an XABCD sequence. It calculates retracement and extension ratios between the swings, then compares them with…

Technical indicatorsStatisticsRisk managementBacktesting
ProRealCode

This chart indicator marks the European pre-opening range with a rectangle, reports its high, low, and range width, then extends horizontal lines at the range boundaries into the following session. The supplied implementation uses an 08:05 to 09:00 time…

Technical indicatorsForexFuturesBreakout
MQL5 code base

This document describes a simple martingale trading program intended as a template. Users are told to replace its entry analysis with their own scalping strategy, adapt the money management, and optimize the system. It frames the approach as suitable only…

Position sizingRisk managementBacktesting
SuperMind

This document describes a stock selection screen combining three conditions: prior-session price range greater than 1%, the current open within 5% of the 10-day moving average, and turnover above 60 million. It presents the conditions as indicators of recent…

EquitiesVolatilityTechnical indicatorsMomentum
BigQuant

This document outlines a Turtle style trend following strategy for stocks. It buys when the close crosses above the prior 20 trading days’ high and exits when the close crosses below the prior 10 trading days’ low. The examples define signals using current…

EquitiesTrend followingBreakoutBacktesting
MQL5 code base

This document describes a higher-timeframe version of the JBrainTrend1 indicator for MetaTrader 5. Its timeframe is selected through an input parameter, with the supplied default set to four hours. This lets the indicator use a chart period chosen in its…

Technical indicatorsForex
SuperMind

This document presents a Chinese equity screening rule that selects stocks with turnover between 3% and 12%, circulating market value between 5 billion and 10 billion yuan, and a positive 10-day price return below 35%. It frames turnover as a measure of…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

This document describes an Expert Advisor that chooses currency pairs, trade direction or order type, and lot size randomly. It presents the EA as a simplified version of an earlier randomness-based system and says it does not use indicators, price patterns,…

ForexRisk managementPosition sizingExecution
SuperMind

The post proposes a stock-selection screen based on three conditions: RSI below 65, seven consecutive declining sessions, and previous-day turnover above 8%. It frames RSI and the run of down sessions as technical filters, with turnover as a measure of…

EquitiesTechnical indicatorsMomentumStatistics
BigQuant

The document uses national input-output tables to map intermediate flows between industries and represent those relationships as networks. It compares China across several historical snapshots with the United States in a later snapshot, using network…

EquitiesChina marketsStatistics
BigQuant

The post asks how to calculate, for each instrument, the rolling five-day count of sessions when a stock value exceeds an index value, then assign those counts back to the original dataframe. The author reports that the grouped calculation produces the…

EquitiesStatistics
SuperMind

The post proposes a short-term stock-selection rule combining daily amplitude, the 9:25 price gain, and a product of price change and a large-order net-flow measure. It screens for stocks with amplitude above one, a 9:25 gain below six percent, and a…

China marketsEquitiesMomentumTechnical indicators
ProRealCode

The document describes a dual version of the Average Directional Index (ADX). It computes directional movement and average true range, derives positive and negative directional indicators, then presents a smoothed ADX alongside a faster unsmoothed reading.…

Technical indicatorsTrend followingStatistics
BigQuant

The document examines a top-ranked strategy that selects the smallest stocks in the CSI 1000 and reports unusually strong historical performance. Its central lesson is that a backtest must use index constituents as they were known at each historical date.…

China marketsEquitiesBacktestingRisk management
SuperMind

This post outlines a Chinese equity screen for stocks classified in the metaverse industry. It ranks candidates by the day’s opening-auction amount, keeps the top five, and restricts the auction price change to between -2% and 5%. The post gives…

EquitiesChina marketsMomentumExecution
SuperMind

This post describes a Chinese equity screen that selects stocks with a daily high-low range above 1%, at least two apparent limit-up moves over the preceding 500 days, and prior-day turnover above 60 million. It presents both indicator-style conditions and a…

EquitiesChina marketsTechnical indicatorsMomentum
ProRealCode

The document defines a Popgun setup as an inside bar followed by an outside bar. The inside bar has a range contained within the prior bar, which the author associates with contraction and a pause. The outside bar extends beyond the preceding bar’s high and…

Technical indicatorsBreakoutVolatility
SuperMind

This stock-selection rule screens for shares with turnover between 3% and 12%, circulating market value between 5 billion and 10 billion yuan, and a proprietary “today control” measure above 21. The post presents the combination as a way to find stocks with…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

The author describes a manual-trading aid intended to reduce repeated order-entry steps. For pending trades, the script is said to place limit or stop orders at an appropriate setting. For immediate trades, the user enters a stop-loss value without…

ExecutionPosition sizingRisk management
MQL5 code base

The document describes an indicator that plots upper and lower channel boundaries from the highest and lowest candlestick wick values over a user-selected lookback. It also allows the plotted levels to be offset by a specified number of points and shifted…

Technical indicators
ProRealCode

The document explains an indicator that automates wedge-style chart analysis by detecting pivot highs and lows, connecting selected pivots into upper and lower trendlines, and projecting each line forward by 20 bars. A configurable lookback determines which…

Technical indicatorsBreakoutEquities