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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
WonderTrader
14 documents
Alphalens
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

29,558 documents

MQL5 code base

This Expert Advisor implements a Relative Moving Average framework that ranks the latest close within a trailing window’s return distribution, producing a fractile between zero and one. Instead of using price distances, its rules trade movements between…

ForexMean reversionTechnical indicatorsBacktesting
SuperMind

This stock-screening note proposes selecting companies in the metaverse sector whose latest price return is positive and whose stated circulating share count is at or below a specified threshold. It explains that free-float shares describe stock available…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

The document outlines a Chinese equity screen intended to run before 10 a.m. It selects stocks with intraday amplitude of at least one percent, market capitalization no greater than 10 billion yuan, positive net profit, and no special-treatment designation.…

EquitiesChina marketsBreakoutMomentum
SuperMind

This Chinese stock-screening note begins with three technical conditions: amplitude above 1, a KDJ value below 20, and positive daily MACD. It presents these as a way to find shares with subdued short-term readings alongside a positive MACD signal. It then…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This Chinese stock-screening note combines a price-amplitude filter with a volume and turnover condition. It describes selecting shares whose amplitude exceeds 1 and whose prior-day turnover multiplied by the ratio of current auction volume to prior-day…

EquitiesTechnical indicatorsStatisticsRisk management
SuperMind

This Chinese stock-screening note proposes selecting main-board shares with an RSI below 65, a daily gain above 1%, and total market capitalization above 200 million. It frames the RSI threshold as a way to find shares with room to rebound, the daily gain as…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This stock-selection recipe begins with shares whose 9:25 a.m. price gain is below 6%, circulating market capitalization is above 10 billion yuan, and volume ratio ranks among the top 100. The explanation frames the volume measure as a way to find actively…

EquitiesMomentumExecutionStatistics
SuperMind

This Chinese equity screening approach combines three conditions: price amplitude above 1%, afternoon large-order net inflow, and the 20-day moving average above the 120-day moving average. The article interprets the shorter average as more responsive to…

EquitiesTechnical indicatorsMomentumMarket microstructure
MQL5 code base

This MetaTrader Expert Advisor uses the Ichimoku Kinko Hyo indicator and changes position size after a losing trade. The loss is detected through trade-transaction events when an exit deal is recorded. The next position is opened with increased volume, but…

ForexTechnical indicatorsPosition sizingRisk management
MQL5 code base

This strategy combines a two-period RSI with five- and 200-period moving averages. The 200-period average sets the directional filter: consider longs when the prior close is above it, and shorts when the prior close is below it. RSI extremes then signal a…

ForexMean reversionTechnical indicatorsRisk management
SuperMind

This post discusses portfolio risk measurement and argues that return volatility and Value at Risk do not capture losses beyond their usual thresholds. It proposes Expected Shortfall, also called ES, to measure extreme losses in the tail beyond a confidence…

Risk managementPortfolio constructionStatistics
SuperMind

This proposed mainland Chinese stock screen targets non-ST main-board shares with turnover between 3% and 12% and circulating market value between 5 billion and 10 billion yuan. It adds a five-day limit-up style condition, described through checks of future…

EquitiesChina marketsMomentumBreakout
SuperMind

This document describes a Chinese equity screen combining a turnover-rate range of 3% to 12%, a stock code beginning with 60, and seven consecutive daily declines during 2021. It provides formula and Python examples that operationalize those conditions,…

EquitiesChina marketsMomentumTechnical indicators
FMZ forum

This beginner manual explains how to build automated trading strategies on the FMZ platform, using JavaScript examples while noting support for other languages. It walks through the strategy lifecycle, polling market data, configurable parameters,…

CryptoExecutionBacktestingRisk management
SuperMind

This Chinese-language strategy note describes a daily stock screen combining a 14-period RSI below 65, three consecutive bearish sessions, and turnover between 2% and 9%. It presents the conditions as a way to pair a momentum oscillator and recent price…

EquitiesTechnical indicatorsMomentumRisk management
FMZ forum

This article argues that technical analysis should be treated as a probabilistic aid rather than a dependable forecast. It warns against trusting a single signal, applying one method in every market, and holding a position after price action invalidates the…

Technical indicatorsStatisticsRisk managementFutures
SuperMind

This introduction explains a one-period binomial model for a call option. The underlying asset starts at 100 and can move to either 110 or 90 by the next day; with a strike of 100 and interest rates set to zero, the call pays 10 in the up state and nothing…

OptionsDerivatives pricingRisk management
ProRealCode

This indicator recasts Ichimoku components as a multi-layer oscillator intended to summarize trend alignment in a separate chart window. Its layers combine price relative to the cloud, lagging-span momentum, the conversion-line versus base-line relationship,…

Technical indicatorsTrend followingMomentumRisk management
SuperMind

The document describes a Chinese stock screen that combines three filters: membership in the metaverse sector, positive institutional activity, and a positive price-to-earnings ratio. It presents the screen as a way to identify companies in a chosen theme…

EquitiesFactor investingRisk management
ProRealCode

The document explains a chart indicator that marks consolidations and subsequent price expansions. It compares closing prices with a moving average and uses an ATR-based band to define a range. When prices move beyond the band, the box color changes to…

Technical indicatorsVolatilityBreakoutRisk management
SuperMind

This note describes an A-share stock screen combining daily amplitude above 1%, a robot-industry theme, circulating market capitalization below 10 billion yuan, and positive recent net profit. It also refers to ordering candidates by popularity. The…

EquitiesChina marketsVolatilityTechnical indicators
FMZ forum

The document proposes a research data model for representing a limited, conditional SEC exemption related to eligible trading venues and tokenized NMS stocks. It argues against reducing regulatory status to a single approval flag and instead recommends…

EquitiesRisk management