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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 document describes an indicator that uses a simplified ZigZag swing series to locate trading range boundaries and support or resistance levels. Its underlying idea is to identify alternating local highs and lows, then use those turning points to…

Technical indicators
SuperMind

This proposed Chinese equity screen selects stocks with a daily high-low range of at least 1%, a nonempty name for an outstanding convertible bond, and a closing price above the previous day’s low. The article frames these filters as a combination of price…

China marketsEquitiesVolatilityTechnical indicators
SuperMind

This proposed Chinese stock screen looks for an RSI below 65, three consecutive bearish sessions, current trading volume above 10,000 lots, and an opening price more than 2% above the previous close. It pairs a momentum oscillator and recent price weakness…

China marketsEquitiesMean reversionTechnical indicators
SuperMind

This Chinese stock-screening proposal combines a minimum daily price range with at least two limit-up events over a 500-day lookback and signs of large buying orders during the opening auction. It also specifies a threshold for combined very-large-order…

China marketsEquitiesMomentumTechnical indicators
MQL5 code base

This document describes an alert-enabled version of a Heikin-Ashi Smoothed VolatilityStep indicator. It can notify the user when the indicator crosses a specified trigger level, with settings for the signal bar, alert count, sound, email, push notifications,…

Technical indicatorsVolatility
MQL5 code base

This Expert Advisor is described as trading changes in the direction of a custom Triple Exponential Moving Average indicator. It forms a signal when a bar closes and the indicator changes direction. Running the advisor requires a separately compiled…

ForexTechnical indicatorsTrend followingBacktesting
SuperMind

This Chinese equity screening idea combines a prior-day price-amplitude threshold, appearance on the previous day’s trading activity list, and at least one limit-up event within the preceding month. The document frames these filters as a way to find shares…

EquitiesChina marketsVolatilityMomentum
SuperMind

This stock screen combines three conditions: membership in the metaverse theme, a positive institutional-flow measure, and exclusion from the STAR Market. The accompanying explanation presents the theme as a way to target a popular sector and the flow…

EquitiesChina marketsSentimentFactor investing
ProRealCode

This indicator describes three ways to measure price movement over a timeframe-adjusted evaluation period. For intraday charts, it estimates the period from the trading session; for daily charts, it uses weekly data. The period length is calculated from the…

Technical indicatorsVolatilityStatistics
SuperMind

This Chinese stock-selection proposal screens for a 14-period RSI below 65, a circulating market capitalization from 5 billion to 10 billion yuan, and a daily MACD value above zero. It presents RSI as a way to avoid very overbought conditions, market…

EquitiesTechnical indicatorsMomentum
SuperMind

This Chinese stock-screening proposal combines current turnover, a previous-day appearance on the Longhu list, and turnover from the day before that. Its stated thresholds are current turnover between 3% and 12%, prior-day Longhu-list inclusion, and earlier…

EquitiesTechnical indicatorsRisk management
Amberdata research

This midweek market note reviews Bitcoin and Ether options conditions as of January 24, 2023. It highlights resilient realized volatility, with Bitcoin rising again late the prior week, and term structures that were flat to slightly inverted and had edged…

CryptoOptionsVolatility
SuperMind

This Chinese equity selection rule combines three signals: daily price amplitude above a threshold, a weekly five-period moving average crossing above the ten-period average, and at least one limit-up move within the recent lookback window. The intended…

EquitiesChina marketsMomentumTechnical indicators
BigQuant

The author outlines an index-enhancement approach for Chinese large-cap and blue-chip equities. First, a human-selected universe emphasizes historically strong companies and stocks that held up against the broad market during declines. A machine-learning…

EquitiesChina marketsMachine learningTrend following
SuperMind

The document describes a basic Chinese equity screening rule: select Shanghai-listed stocks whose codes begin with 60, whose turnover rate falls within a specified band, and that have been listed longer than a minimum period. Its example uses a three-year…

EquitiesChina marketsTechnical indicators
BigQuant

The response clarifies what a factor analysis does in the context of evaluating five candidate factors. It says the analysis is run on each factor individually, rather than testing whether a portfolio or combination of all five factors is effective. This is…

Factor investingStatistics
SuperMind

This note presents a Chinese equity screen requiring turnover between 3% and 12%, a rising KDJ K value, and a closing price below 12 yuan. It includes indicator and Python examples and frames the combination as a way to find actively traded, lower-priced…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This note proposes a Chinese stock screen combining a price-range condition, a rounded price pattern, and positive net buying by large participants during the opening auction. Its indicator expression approximates the rounded-pattern condition using the…

EquitiesTechnical indicatorsSentimentChina markets
SuperMind

This note describes a daily stock screen for mainboard equities that combines an intraday range threshold with a market capitalization cap, positive net profit, and a daily price increase above 1%. It provides example indicator and Python expressions for…

EquitiesMomentumVolatilityChina markets
SuperMind

This stock-selection note screens for shares with amplitude above 1, a prior-day 9:15 matched price at the limit-down level, and a close above the previous day’s low. Its revised version adds a close above the three-day moving average. The proposed…

EquitiesTechnical indicatorsMean reversionRisk management
MQL5 code base

This Expert Advisor takes signals from the ColorSchaffRVITrendCycle oscillator when it crosses into or out of overbought or oversold territory, with the signal confirmed at bar close. The description therefore presents a threshold-break strategy based on…

ForexTechnical indicatorsBreakoutBacktesting
MQL5 code base

This short description explains a chart operated tool for modifying protective exits on all open orders for the current instrument. The trader drags the script’s placement relative to the current market price: below the market it adjusts stop losses, and…

ExecutionRisk managementForex
SuperMind

This stock-selection note describes a screen combining amplitude above 1, a positive weekly MACD histogram, and a 9:25 gain below 6%. The intended rationale is to find shares with notable price movement and a rising weekly trend while avoiding names that…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

The post outlines a Chinese equity screening strategy that selects stocks with RSI below 65, circulating market capitalization between 5 billion and 10 billion yuan, a listing history longer than one year, and a price-to-earnings ratio no greater than 40.…

China marketsEquitiesTechnical indicatorsFactor investing