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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

29,558 documents

MQL5 code base

The Expert Advisor described uses a stochastic-style indicator, StepSto_v1, to generate trades at bar close. A deal signal occurs when the purple signal line crosses the orange indicator line in the relevant direction. The purple line’s position relative to…

Technical indicatorsMomentumCommoditiesBacktesting
MQL5 code base

The document describes a simple trading indicator for changing the stop-loss price across all positions associated with the currently selected symbol. The user sets a target stop price, and the script applies that price to the positions as a group. This is a…

Risk managementPosition sizingExecution
SuperMind

The document describes a stock selection rule combining three filters: daily high-low range exceeding 1% of the previous close, a stock code beginning with 60, and a listing age above a stated threshold. It presents the first two filters as ways to find more…

EquitiesVolatilityTechnical indicatorsRisk management
BigQuant

This article outlines a directional strategy for Chinese equity index futures based on a schedule of daily long, short, or no-trade signals prepared in advance for the week. It describes opening an initial position around 10 a.m., adding to it around 2 p.m.…

FuturesChina marketsBacktestingExecution
SuperMind

This article describes an A-share stock screening rule that combines turnover between 3% and 12%, a newly formed KDJ golden cross, and weekly MACD above zero. It presents the combination as a way to screen for liquidity and technical strength, then gives…

China marketsEquitiesTechnical indicatorsMomentum
Cryptohopper blog

This introductory guide explains that Bitcoin trading takes place across exchanges, over-the-counter markets, and derivatives platforms, with markets operating around the clock. It outlines basic setup steps such as selecting a platform, registering and…

CryptoRisk managementTechnical indicatorsDerivatives pricing
SuperMind

This document outlines a short-term stock selection screen for Shenzhen Main Board shares. It combines a daily amplitude threshold above one with a condition described as main-force control on the prior day, then filters for price-to-earnings ratios from…

EquitiesChina marketsTechnical indicatorsFactor investing
pysystemtrade

This code describes position buffers used in a trading system’s position sizing and portfolio processes. It supports three configured methods: forecast-based buffers, position-based buffers, and a nominal small buffer when buffering is disabled or an…

Position sizingPortfolio constructionRisk management
MQL5 code base

The document briefly describes a grid trading robot that places pending orders at equal price intervals. When the market moves against an opened lot, it places an order in the opposite direction with a larger lot size. The robot begins with a minimum lot…

Grid tradingPosition sizingRisk managementExecution
SuperMind

The document outlines an equity selection rule combining amplitude above one, a rising bottom pattern, and a reversal or engulfing-style signal. It describes the first two conditions as ways to characterize price movement and the reversal condition as a…

EquitiesTechnical indicatorsBreakoutRisk management
vn.py community

This forum post raises a position-reconciliation problem in a portfolio strategy. The example begins with a short position of twelve contracts and a target holding of ten long contracts. The intended sequence is to close the short and then open the long, but…

FuturesExecutionRisk management
BigQuant

This overview presents fixed-income-plus investing as a way to seek steadier returns by combining bonds and equities. Its central portfolio argument is that historically low, often negative, correlations between Chinese stocks and bonds can let an…

Fixed incomeEquitiesMulti-assetPortfolio construction
ProRealCode

This DAX strategy seeks directional moves by combining the angle and slope of exponential moving averages. It calculates an angle from a 10-period average across 15 bars, then uses a second average’s slope and a smoothed trigger to define long and short…

FuturesTrend followingTechnical indicatorsRisk management
SuperMind

This document describes a Chinese equity screen for metaverse-related stocks. It combines a close above the previous session’s low with specified price-to-earnings and price-to-book ranges, and limits the universe to Shenzhen main-board stocks. The…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

This document describes a lightweight MT5 tool for placing and managing manual scalping trades from the keyboard. The listed shortcuts map keys to buy, sell, close, and break-even actions, allowing a trader to issue common commands without navigating trading…

FuturesExecutionRisk management
FMZ forum

This essay draws on Nassim Taleb’s The Fool’s Random Walk to argue that decisions should account for chance, uncertainty, and the role of luck in apparent success. For traders, its central distinction is between counting probabilities and gambling on…

StatisticsRisk managementPosition sizingBacktesting
SuperMind

The document presents a Chinese stock screen using turnover, circulating share capital, and a historical dividend payout ratio. Its initial criteria specify turnover between 3% and 12%, circulating shares no greater than 5.5 billion, and a 2019 payout ratio…

EquitiesChina marketsFactor investingRisk management
MQL5 code base

The document describes an Expert Advisor that places a pending buy-limit or sell-limit order at the value of a moving average, identified as MA(590-M1). As the moving average changes, the pending order is amended to follow it. Once filled, the order is left…

ForexTechnical indicatorsExecutionRisk management
SuperMind

This 2020 investment analysis argues that Hong Kong equities looked attractive after the Hang Seng Index’s price-to-book ratio fell below one during the pandemic selloff. It compares prior episodes of the index falling below or nearing book value and reports…

EquitiesChina marketsFactor investingPortfolio construction
MQL5 code base

Trend Arrows plots a moving support or resistance level as dots on a price chart. It uses an average price over a selected amount of data to calculate its values. During a downward trend it displays resistance dots; during an upward trend it displays support…

Technical indicatorsTrend followingRisk management
BigQuant

This study examines how exposure to international trade relates to US stock returns. It uses industry transportation costs as a measure of globalization exposure, sorting stocks into portfolios and comparing their excess returns. The reported evidence…

EquitiesFactor investingUS marketsPortfolio construction
MQL5 code base

This automated strategy places three buy stops and three sell stops when the current close is inside the Bollinger Bands and there are no pending orders. The orders are arranged in steps, with separate take-profit settings for each buy and sell pair. A stop…

ForexVolatilityBreakoutExecution
SuperMind

This article proposes a Chinese equity screen combining price movement and fundamental filters. Its initial conditions look for stocks with intraday amplitude above one, a positive weekly MACD bar, and a daily low roughly 4% to 5% below the prior low. The…

EquitiesMomentumMean reversionTechnical indicators
NautilusTrader

A trailing stop market order adjusts its trigger to maintain a fixed offset from market prices as they move favorably. Once the trigger is reached, it submits a market order, making this approach useful for protecting gains while allowing a position to…

ExecutionRisk managementPerpetual futures