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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

This short description covers an expert advisor that tracks how long market orders have existed and generates an alert once for each order. It can retain its state across a terminal restart, write messages to a log, and use a configurable sound file stored…

ExecutionRisk managementMarket microstructure
SuperMind

This post proposes a technical screen for Chinese A-share stocks. It selects shares with RSI below 65, seven consecutive sessions in which the close is no higher than the open, and a KDJ stochastic K reading below 20. The accompanying code sketch describes…

China marketsEquitiesTechnical indicatorsMean reversion
BigQuant

This guide explains how to obtain and read monthly partitioned stock bar data at four intraday frequencies, then align the local compressed tables with corresponding cloud tables used for prediction. It describes the Feather file layout, recommends loading…

EquitiesMachine learningMarket microstructureStatistics
MQL5 code base

This document describes an exponential moving average that can incorporate a smoothed trend component. Its settings are the EMA coefficient, the trend coefficient, a switch for enabling trend adjustment, and the price series to apply. The input price is…

Technical indicatorsTrend followingStatistics
SuperMind

This Chinese stock selection proposal combines turnover between 3% and 12%, an opening price near the 10-day moving average, and a prior-day signal described as main-force control. The formula reference adds conditions requiring the close to exceed both the…

China marketsEquitiesMomentumTechnical indicators
vn.py community

This brief VeighNa forum exchange asks how to adjust bar construction for the morning futures market break from 10:15 to 10:30. A respondent explains that the BarGenerator currently divides data according to timestamps and asks which kind of bar the user…

FuturesBacktesting
SuperMind

This stock-selection proposal targets main-board shares associated with robotics. It filters for turnover between three and twelve percent, circulating market value below 10 billion yuan, and a weekly five-period moving average crossing above the ten-period…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese-language post proposes a stock screen combining three signals: today’s increase in holdings above five percent, an institutional buying indication, and shortening green MACD bars on a 15-minute chart. It interprets the first two as evidence of…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This indicator adapts the Hull moving average by using a fast exponential moving average in its calculation. The standard Hull method combines weighted moving averages over different periods and applies a smoothing step based on the square root of the…

Technical indicatorsTrend followingMomentumBacktesting
Lumibot

This bot aims to mirror a named member of Congress’s reported stock holdings. A research agent checks House disclosure filings, using annual reports as the starting portfolio and applying later trade reports to update it. It excludes options, real estate,…

EquitiesPortfolio constructionExecutionUS markets
SuperMind

This note outlines a chart-based stock screen using at least five converging moving averages, a rounded or arc-shaped price pattern, and a focus on stocks associated with 2021. It illustrates possible moving-average periods of 5, 10, 20, 50, and 200 days,…

EquitiesTechnical indicatorsTrend followingBacktesting
SuperMind

This note presents a Chinese equity screen combining turnover between 3% and 12%, market capitalization below 10 billion yuan, positive profitability, and a closing price above the previous day’s low. It includes example formula and Python references for…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This note describes an A-share stock screen combining three conditions: membership in the metaverse industry, a positive return based on the latest close versus the prior close, and circulating market capitalization below 10 billion yuan. It also gives…

EquitiesChina marketsMomentumRisk management
MQL5 code base

This document explains an MT5 indicator that tracks runs of consecutive rising and falling bars. Separate plots show upward and downward runs, and each count resets when a bar prints in the opposite direction. A trader can set a threshold around commonly…

Technical indicatorsStatisticsTrend following
MQL5 code base

This document describes an expert advisor that trades changes in the direction color of a PercentageCrossover indicator. It generates a signal when a bar closes and the indicator changes direction, then allows trades to be restricted to a configurable daily…

ForexTechnical indicatorsTrend followingBacktesting
BigQuant

This report proposes identifying Chinese quantitative private funds through exchange-disclosed trading-seat data. It matches stocks held by four funds among the largest tradable shareholders at quarter-end with the broker seats that appeared on those stocks’…

China marketsEquitiesMarket microstructureMomentum
SuperMind

This note proposes screening metaverse-related stocks for elevated recent turnover and a low KDJ reading, then adds valuation and leverage constraints. Its final selection logic combines sector membership, a turnover condition, KDJ below a threshold,…

EquitiesTechnical indicatorsMomentumRisk management
BigQuant

This report reviews factor performance across the broad market, sectors, industries, and indices during the first half of 2018, then examines factor selection in a market with sharply different outcomes across stocks and sectors. It reports that most factors…

EquitiesFactor investingPortfolio constructionBacktesting
SuperMind

This note outlines a stock screen for companies in the metaverse theme whose average price is above its five-day moving average and that show a rebound after a recent decline. It frames the setup as a way to find stocks recovering from weakness, but does not…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This document outlines a stock screen requiring price amplitude above a threshold, a current-day control measure above a threshold, and a MACD value below zero from two days earlier. It frames the inputs as measures of price movement, trading control or…

EquitiesTechnical indicatorsChina markets
MQL5 code base

The document presents an experimental stochastic oscillator that changes the averaging method used in its calculation while leaving the price inputs unchanged. It offers four variants based on simple, exponential, smoothed, and linearly weighted averages.…

Technical indicatorsStatistics
SuperMind

This document describes an equity screening rule combining a metaverse industry label, a close above the previous day’s low, and a KDJ %K reading at or below 20. Its stated rationale is that the industry label identifies potential growth exposure, the price…

EquitiesTechnical indicatorsChina markets
MQL5 code base

This document describes an automated trading system that seeks trades when price diverges from either the Relative Strength Index or Commodity Channel Index. It lists configurable indicator thresholds and a bar-count setting for waiting for a divergence,…

ForexEquitiesMean reversionTechnical indicators
Binance API docs

This document describes an exchange execution rule that bounds the prices at which a taker order may fill, using upper and lower multipliers around a reference price. The applicable bounds can differ by buy or sell side and by direction. The reference price…

ExecutionMarket microstructureSpot marketsFutures