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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

The Elliott Wave Oscillator is presented as a tool to help confirm an Elliott wave count made by the trader. It does not identify or count waves automatically. The indicator uses differently colored bars to make possible trend changes easier to notice and…

Technical indicatorsTrend following
SuperMind

This Chinese equity screening proposal selects non-ST stocks before 10 a.m. using a range threshold, a five-session closing-high condition, and an external-to-internal trading volume ratio above 1.3. It presents the setup as a way to find active shares with…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

This Expert Advisor trades signals from the Fisher_org_v1_Sign indicator. A signal is taken when a colored indicator icon appears at a bar close, so decisions are made using completed bars. The EA requires the compiled indicator file to be installed in the…

ForexTechnical indicatorsBacktestingExecution
NautilusTrader

This technical reference explains how an order-expiry event is processed in an execution pipeline. The event is applied to the order, updates the cache, and is published on the message bus. It may originate from a venue, a simulated matching engine, or…

ExecutionMarket microstructure
BigQuant

This article outlines a machine-learning stock selection strategy intended to find shares that may rebound after declines while limiting drawdowns during weak market conditions. It targets China’s small and medium-sized board, chosen for its activity and…

China marketsEquitiesMachine learningMean reversion
BigQuant

This guide explains how to participate in a BigQuant quantitative challenge using A-share minute bars and order-book snapshots to predict future 30-minute VWAP returns. It covers the factor-mining and end-to-end modeling tracks, available templates and data…

EquitiesChina marketsMachine learningBacktesting
SuperMind

This document outlines an A-share screen that combines membership in the metaverse theme, a share price above its 250-day moving average, and a revenue comparison requiring the 2021 figure to exceed the 2018 figure by a stated threshold. The theme identifies…

EquitiesTechnical indicatorsTrend followingChina markets
SuperMind

This document describes a rule-based A-share stock screen combining a turnover-rate band of 3% to 12%, a newly formed KDJ golden cross, and a close between Bollinger Bands’ middle and upper lines. It frames turnover as a liquidity filter, the crossover as an…

EquitiesTechnical indicatorsMomentumChina markets
ProRealCode

The document presents a custom trend indicator that combines STE with a three-bar trailing stop associated with Larry Williams. Its stated aim is to anticipate directional changes and make larger trends easier to follow than with the author's earlier…

Technical indicatorsTrend followingBreakoutRisk management
MQL5 code base

This document describes an Expert Advisor that trades signals from an RSIOMA histogram. Depending on its selected mode, a signal is evaluated at bar close when the histogram breaks support or resistance, changes direction, or crosses its signal line. An…

ForexTechnical indicatorsBacktestingExecution
SuperMind

The document describes a simple Chinese A-share screen that selects stocks with turnover rates between 3% and 12%, excludes Beijing-listed shares, and requires a share price below a stated threshold. Its rationale is that the turnover band may identify…

EquitiesChina marketsTechnical indicatorsRisk management
BigQuant

This discussion examines whether the length of a model’s training window changes an AI strategy’s results. It describes manually rolling training for a visual template strategy, comparing longer histories of five to ten years with shorter windows ranging…

Machine learningBacktestingStatistics
Freqtrade

This Freqtrade strategy seeks long entries after short-term weakness while using a higher timeframe trend filter. On the five-minute chart, it looks for either a close near a recent low and below the lower Bollinger Band, or a multi-bar decline followed by a…

CryptoMean reversionTrend followingTechnical indicators
ProRealCode

This indicator combines a Laguerre-filtered RSI with a parameter that adapts to a fractal energy calculation. The energy measure adjusts the filter’s gamma sensitivity, while the resulting oscillator is displayed alongside it. The description identifies the…

Technical indicatorsStatistics
SuperMind

This note describes a stock screening rule that selects companies listed after 2021 and showing a daily position increase above 5%. Its stated rationale is to look for recent capital inflows while excluding longer-listed stocks. The article gives a…

EquitiesChina marketsTechnical indicators
SuperMind

This A-share stock-selection idea filters for companies associated with the metaverse theme that appeared on the prior day's trading leaderboard, then ranks eligible names by the current day's auction value and selects the highest-ranked group. The article…

China marketsEquitiesEvent-drivenExecution
MQL5 code base

The HWC indicator is described as a channel around a Holt-Winters moving average. Its upper and lower boundaries are formed by adding and subtracting a scaled estimate of dispersion from the central average. The moving average uses parameters for smoothing…

Technical indicatorsVolatilityTrend following
FMZ forum

This document presents a hand-coded version of a KDJ-style indicator intended to match the implementation described by TradingView, after the author observed that TradingView and FMZ produced different values. The calculation first finds the highest high and…

Technical indicatorsStatistics
MQL5 code base

This document describes a static zigzag built from crossings between fast and slow moving averages. A bullish cross starts a green leg, while a bearish cross starts a red leg. The proposed interpretation treats a downward red leg as a buy signal in…

Technical indicatorsTrend following
ProRealCode

This strategy description presents a long-only EUR/USD setup on the four-hour chart. It requires the 21-, 40-, and 100-period exponential moving averages to be ordered upward and rising. A candle must dip below the fastest average and close back above it,…

ForexTrend followingBreakoutTechnical indicators
SuperMind

This A-share screening approach combines liquidity, a technical signal, and institutional trading activity. It selects stocks with market capitalization above 1 billion, turnover between 3% and 12%, a KDJ golden cross, and an institutional trading share…

EquitiesTechnical indicatorsMomentum
MQL5 code base

This indicator places fast and slow Relative Strength Index lines in a subwindow and shades the areas extending from the window boundaries toward those lines. It offers three display modes: shading based on the fast line, the slow line, or the highest and…

Technical indicators
SuperMind

This stock-screening note combines two technical conditions: at least five moving averages should converge, and the weekly MACD should be above zero. The author interprets moving average convergence as a sign of relatively stable price action and possible…

EquitiesTechnical indicatorsMomentumChina markets