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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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 combines an initial buy or sell position with a protective stop order, then builds a grid of pending orders at set price intervals. It uses ADX on a configurable timeframe to choose the grid style: below 40 it places limit orders, while…

ForexGrid tradingTechnical indicatorsRisk management
MQL5 code base

This document describes an Expert Advisor that maintains a grid of pending orders above and below the current market price. Users can configure the number of orders per side, spacing, order types, lot size, slippage allowance, take-profit distance, and a…

ForexGrid tradingExecutionRisk management
SuperMind

This short-term stock screen selects shares with amplitude above 1, an indicator described as main-player control on the prior day, and turnover between 2% and 9%. The note interprets amplitude as evidence of larger price swings, the control measure as a…

EquitiesVolatilityMarket microstructureRisk management
SuperMind

This Chinese stock-selection note proposes finding short-term rebound candidates by combining daily amplitude above 1, an upward divergence in moving averages, and seven consecutive down sessions. It interprets amplitude as a measure of price movement, the…

EquitiesMean reversionTechnical indicatorsRisk management
SuperMind

The document outlines a daily screening idea for Chinese stocks associated with the metaverse theme. It selects stocks with a newly bullish KDJ crossover, ranks candidates by individual stock popularity, and proposes choosing the more popular names.…

EquitiesChina marketsTechnical indicatorsMomentum
TqSdk

This futures strategy tracks the crush spread formed from soybean, soybean meal, and soybean oil contracts. It weights the three contract prices using an approximate processing ratio, computes the spread as the combined meal and oil value less the soybean…

FuturesCommoditiesMean reversionArbitrage
SuperMind

This Chinese stock screen seeks companies with price amplitude above 1, market capitalization below 10 billion yuan, positive net profit, and more than two limit-up sessions within ten days. The article's final version adds another valuation filter:…

EquitiesChina marketsMomentumVolatility
SuperMind

The document describes a Chinese A-share screening rule that combines daily price range, market capitalization, profitability, and ownership concentration. It first presents a range threshold of at least 1%, a market value below 10 billion yuan, positive net…

EquitiesChina marketsVolatilityTechnical indicators
ProRealCode

This multiday strategy trades the FTSE 100 as an IG Markets CFD on hourly bars. It uses QQE signals crossing the midpoint for entries, with a Universal indicator as a directional filter. Month-specific multipliers adjust long and short position sizes,…

FuturesTechnical indicatorsMomentumPosition sizing
MQL5 code base

This document describes an expert advisor that opens trades using one of six signal configurations: MACD direction, price relative to a pivot, support and resistance breaks, or combinations of i_Trend, RSI, stochastic, and MFI. Users can reverse signals and…

ForexTechnical indicatorsPosition sizingRisk management
SuperMind

This note describes a Chinese A-share screen that combines daily price range with recent and longer-term limit-up frequency. It selects stocks with a range above the stated threshold, more than two limit-up days within ten days, and at least two limit-up…

EquitiesMomentumTechnical indicatorsRisk management
SuperMind

This document describes a short-term Chinese equity screen combining three conditions: price amplitude above a threshold, appearance on the prior day’s trading activity list, and a morning-star candlestick signal. It presents the idea that elevated movement…

EquitiesTechnical indicatorsVolatilityRisk management
SuperMind

The document proposes screening Chinese equities for daily amplitude above 1%, weekly MACD above zero, association with the robotics theme, and circulating market value below 10 billion yuan. It presents amplitude and MACD as measures of price movement and…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

The document describes a Chinese equity screening rule that combines turnover between 3% and 12%, seven consecutive days of price declines, and circulating market value between 5 billion and 10 billion yuan. It frames the decline streak as a possible…

EquitiesMean reversionChina marketsRisk management
pyfolio

The document describes a reporting workflow for analyzing a trading strategy from return data and, when available, holdings, transactions, benchmark returns, market data, and factor information. Its full report brings together return and event analysis, then…

BacktestingRisk managementPortfolio constructionExecution
SuperMind

This Chinese-language post describes screening stocks in the Metaverse category using turnover and recent price movement. Its initial rule combines yesterday’s turnover above 8% with a prior-day actual-turnover range from 3% to 28%. The post later revises…

EquitiesChina marketsTechnical indicatorsMomentum
Kraken Learn

The document describes a delta-neutral crypto strategy that pairs long spot holdings with an equal-notional short perpetual futures position. The matched positions are intended to offset broad price moves, leaving funding payments as the main source of…

CryptoArbitragePerpetual futuresSpot markets
MQL5 code base

The document describes a trading expert that closes all open positions when selected basket-level profit or loss conditions are met. It offers two closing modes: triggering on a percentage change or on a specified monetary amount. The author says the expert…

Risk managementPosition sizingExecution
Freqtrade

This Freqtrade strategy generates long entries when both the Commodity Channel Index and Relative Strength Index fall below configurable thresholds. It exits when both indicators rise above separate exit thresholds. Indicator periods and thresholds are…

Technical indicatorsMean reversionBacktestingRisk management
SuperMind

The document outlines a Chinese equity screen that selects stocks associated with the metaverse theme, filters for a positive institutional-flow measure, and keeps daily percentage changes between −5% and 2.6%. It presents the combination as a way to find…

EquitiesChina marketsMomentumRisk management
SuperMind

The proposed stock screen selects shares with a rising 30-day moving average, an RSI below 65, and a rising MACD signal line (DEA). The intended logic combines a trend filter with momentum indicators and is presented as a way to find stocks whose current…

EquitiesTechnical indicatorsMomentumRisk management
BigQuant

The document outlines an end-to-end portfolio construction framework that embeds a differentiable convex optimization layer within a neural network. Raw asset data passes through the network for feature extraction and combination, then an optimization layer…

Machine learningPortfolio constructionBacktestingStatistics
SuperMind

This stock-selection note combines market activity, float size, listing code, relative strength, and profitability filters. Its initial screen looks for Shanghai-listed shares with turnover between 3% and 12% and circulating share capital no greater than 5.5…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This document describes an Expert Advisor that enters when price breaks the prior candle’s high or low, using a selectable candle timeframe from one minute to one month. A moving-average filter can be enabled, and the first trailing-stop adjustment moves the…

BreakoutTechnical indicatorsRisk managementPosition sizing