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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

29,558 documents

SuperMind

This Chinese equity-screening post combines three dimensions: a 20-day moving average above the 120-day moving average, market capitalization below 10 billion yuan with no losses, and fund-flow strength ranked from high to low. The proposed procedure ranks…

EquitiesTrend followingMomentumRisk management
SuperMind

This Chinese stock-screening post describes a rule combining daily price amplitude above 1, an indicator of main-force control on the previous day, and a circulating market capitalization between 5 billion and 10 billion yuan. It presents the conditions as a…

EquitiesTechnical indicatorsRisk management
SuperMind

The proposed stock screen combines a technical condition with valuation and dividend criteria: select shares with RSI below 65, positive price-to-earnings ratios, and a dividend payout ratio above 25% for 2019. The accompanying rationale treats the RSI…

EquitiesTechnical indicatorsFactor investingRisk management
BigQuant

The article describes a risk-model framework for evaluating fund managers beyond headline returns, Sharpe ratio, or drawdown. It decomposes active returns into factor and stock-specific contributions, and examines risk contributions from a fund’s style…

Machine learningStatisticsRisk managementFactor investing
ProRealCode

The Fill Channel is a chart indicator intended to help traders plan entries, stop losses, profit targets, and position size. It draws a regression-based central line with surrounding bands, then uses those levels to display potential long or short entry…

Technical indicatorsPosition sizingRisk management
Freqtrade

This strategy is designed to capture short-term forex trends on a four-hour timeframe. It enters long when the 10-period RSI, calculated from the midpoint of open and close, crosses above 50 at the same time that the five-period EMA crosses above the…

ForexTrend followingMomentumTechnical indicators
MQL5 code base

The document describes a high risk recovery approach that opens an opposite trade when price moves against an existing position by a defined pip distance. If price continues in the new direction, the gains on the newer position may eventually offset the…

ForexGrid tradingRisk managementPosition sizing
SuperMind

The article describes a Chinese equity screening rule that selects stocks with turnover between 3% and 12%, three consecutive declining sessions, and concentration below 20%. It presents the decline pattern as a technical condition and describes the…

EquitiesTechnical indicatorsChina marketsRisk management
ProRealCode

This document describes a ProRealTime trend strategy that enters when weighted rate of change, MACD, and stochastic conditions align. It adds to positions as price moves favorably by a volatility-adjusted grid step, with the step derived from recent and…

Trend followingGrid tradingRisk managementPosition sizing
MQL5 code base

This document describes an expert advisor that trades manually drawn support and resistance lines in either of two modes: entering after a retreat from a line or when price breaks through it. The trader places the lines with a chart trend-line tool. In…

BreakoutTechnical indicatorsRisk managementExecution
SuperMind

This article proposes a short-term Chinese equity screen using three conditions: a daily range greater than one, a prior-day 9:15 indicative matching price at the limit-down level, and a 10-day return above zero but below 35%. It adds an exclusion for stocks…

EquitiesTechnical indicatorsMomentumRisk management
BigQuant

This Chinese-language research report outlines an equity index evaluation framework based on Barra-style risk factors. It proposes decomposing index returns into market, industry, and style contributions, including size, valuation, and volatility, then using…

EquitiesFactor investingPortfolio constructionRisk management
SuperMind

This Chinese equity screening idea selects non-ST stocks with turnover between 3% and 12% after seven consecutive declining sessions, with selection intended before 10 a.m. It describes a contrarian premise: a prolonged decline may create a rebound…

China marketsEquitiesMean reversionTechnical indicators
BigQuant

This post presents a rules-based foreign exchange strategy intended to trade rebounds within a trend. It uses a short moving average channel derived from prior highs and lows, together with MACD sign as a directional filter. Long entries are placed as limit…

ForexTechnical indicatorsMean reversionBacktesting
SuperMind

This Chinese-language post proposes a stock screen requiring MACD to be above zero, a descending ranking of capital-flow strength, and a rising 30-day moving average. The stated intent combines a positive trend filter with a measure of fund activity. It…

EquitiesTechnical indicatorsMomentumRisk management
SuperMind

This Chinese-language post outlines a short-term stock screen using three conditions: daily amplitude above 1, turnover between 2% and 9%, and a shrinking negative MACD histogram on a 15-minute timeframe. The intended rationale is to combine price movement…

EquitiesTechnical indicatorsMomentumRisk management
TqSdk

This operational note describes using an internet-connected smart plug as an emergency way to stop an unattended trading system when remote login, network access, or the program itself has failed. One setup powers the strategy computer through the plug,…

ExecutionRisk management
SuperMind

This technical screen looks for stocks with amplitude above 1, at least two limit-up events within the previous 500 days, and declines across seven consecutive sessions. The proposed interpretation is that the screen identifies weak recent price action in…

EquitiesTechnical indicatorsMean reversionChina markets
MQL5 code base

The Edge Drift Detector compares closing-deal outcomes from a live Expert Advisor with a backtest baseline to assess whether average per-deal performance has weakened. Its central method is a cumulative-sum alarm calibrated by resampling baseline deals, with…

StatisticsRisk managementBacktestingMachine learning
BigQuant

This article explains the All Weather approach as a way to build a portfolio without relying on precise economic-cycle forecasts. It frames the macro environment along growth and inflation dimensions, then describes matching stocks, bonds, commodities, gold,…

Multi-assetPortfolio constructionRisk managementBacktesting
Hummingbot docs

These release notes describe Hummingbot 2.5 changes relevant to automated trading. A Strategy V2 feature called PositionsHeld tracks spot balances and perpetual positions retained by stopped executors. Strategies can keep positions when execution stops,…

Market makingRisk managementExecutionCrypto
SuperMind

This stock screen combines three conditions: prior-day appearance on an exchange top-trading list, a stated price amplitude threshold, and positive large-order net inflow during the current afternoon. The article presents the combination as a way to find…

China marketsEquitiesMomentumSentiment