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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

SuperMind

This Chinese equity screen selects main board stocks whose MACD is above zero, whose price has risen by more than 1% for the day, and whose stated 2019 dividend ratio exceeds 25%. The post gives indicator and Python examples and describes the conditions as a…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This Chinese stock screen combines metaverse concept membership with a rising 30-day moving average and a stock code beginning with 60, a filter associated with Shanghai-listed shares. The accompanying examples describe how to identify concept membership,…

EquitiesChina marketsTechnical indicatorsTrend following
SuperMind

This Chinese equity screening idea combines three filters: membership in the metaverse concept, positive net buying attributed to major investors during the auction, and classification in the beverage and alcohol import-export industry. The article frames…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

This expert advisor monitors open positions across symbols and adjusts their stop losses as profit thresholds are reached. It supports up to three staged thresholds, each paired with a stop level to move to, and can optionally close one third of a position…

Risk managementPosition sizingExecution
BigQuant

The article argues that retail traders often sell during fear and re-enter during excitement, while institutions may accumulate during declines and distribute into renewed demand. It recommends treating oneself as a follower, watching capital flows, and…

SentimentMarket microstructureRisk management
SuperMind

This Chinese equity screening proposal combines three conditions: price amplitude above a threshold, return on equity above 15% in each of the prior five years, and a shortening green histogram on a 15-minute MACD. The intended logic pairs a history of…

EquitiesChina marketsTechnical indicatorsFactor investing
SuperMind

This Chinese stock screening proposal combines a daily price-range threshold, trading volume above 10,000 lots, a higher opening price, and a nonempty label for outstanding convertible bonds. It argues that larger price movement and greater volume may help…

EquitiesChina marketsTechnical indicatorsRisk management
BigQuant

This review of research on equity factor investing explains why low unconditional correlations between factors may not provide protection when macroeconomic conditions deteriorate. It describes selecting fast-moving state variables that reflect expectations…

EquitiesFactor investingPortfolio constructionRisk management
SuperMind

This proposed A-share screen combines four conditions: a price-amplitude threshold above 1%, market capitalization no greater than 10 billion yuan, positive net profit, and first-level bid volume exceeding first-level ask volume. The post describes amplitude…

EquitiesMarket microstructureRisk managementChina markets
OctoBot

The document introduces spot trading as buying or selling cryptocurrency at the current market price with the asset intended for immediate delivery. It contrasts this with futures and options, which involve contracts tied to later transactions or specified…

CryptoSpot marketsExecutionRisk management
ProRealCode

The document describes a long-only DAX strategy on four-hour bars. It looks for entries on Mondays between 09:00 and 21:00 Berlin time, when the close is below the 50-period exponential moving average and the 1-period average crosses above the 2-period…

FuturesTechnical indicatorsRisk managementPosition sizing
SuperMind

This stock screen selects shares listed for more than one year, with amplitude above 1 and a recent price change between −5% and 2.6%. The stated rationale is to seek stocks with some trading activity while excluding very new listings and limiting the…

EquitiesChina marketsTechnical indicatorsRisk management
MQL5 code base

This brief document describes a trading strategy built around the Average Directional Index (ADX), a moving average, and the close of the first bar. It also notes that the system uses different take-profit, stop-loss, and trailing levels for buy and sell…

ForexTechnical indicatorsRisk management
MQL5 code base

PrecisionSniper combines trend, momentum, volume, and directional strength indicators into a weighted long or short score. Its eight conditions include EMA alignment and separation, price location relative to a trend EMA, RSI behavior, MACD histogram…

Technical indicatorsMomentumTrend followingRisk management
MQL5 code base

This document describes a demo trading panel built with the MasterWindows interface library for MQL5. It presents price-based signals as a probability scale and lets a user submit market orders, adjust position size, close positions, or enable autopilot. The…

ExecutionRisk managementTechnical indicators
Kraken Learn

The document explains how a crypto debit card funds purchases by converting crypto to fiat at the point of sale. It contrasts this with traditional debit cards and crypto credit cards, covering funding, liquidation timing, spending limits, rewards, credit…

CryptoSpot marketsRisk management
TqSdk

This example implements a futures Turtle-style trend-following system. It enters long when price breaks above a prior Donchian channel high and short when price breaks below the channel low. Position size is based on account balance, contract multiplier, and…

FuturesTrend followingBreakoutVolatility
BigQuant

This report examines why investment portfolios turn over, how to manage that turnover, and how turnover control affects portfolio outcomes. It frames the drivers across the research and trading process: alpha changes influence target holdings, optimization…

Portfolio constructionExecutionRisk managementEquities
MQL5 code base

This short description introduces an expert advisor that moves each open position to its breakeven level. The stated function is position management: it adjusts trades so their stop or exit threshold reaches the trade’s entry price, aiming to remove the…

Risk managementPosition sizing
MQL5 code base

This document describes helper functions intended to support a breakout strategy during a prop firm challenge. One check compares account equity with a configured profit target. Another estimates the day’s closed-trade profit and loss from account history,…

BreakoutRisk managementExecution
SuperMind

The document proposes a stock screen combining daily price range, positive price-to-earnings ratio, and revenue growth. It selects stocks whose high-to-low range exceeds one percent of the previous close, whose P/E is positive, and whose revenue in 2021 is…

EquitiesFactor investingTechnical indicatorsRisk management
BigQuant

This article argues that China’s A-share T+1 settlement rule can constrain retail traders who buy shares during a session, while some institutions may approximate intraday trading through previously held inventory or short selling. It describes two proposed…

EquitiesChina marketsMarket microstructureRisk management
SuperMind

This Chinese equity screen selects stocks with a daily high-low range above a stated threshold, prior-day trading activity above a stated amount, and ownership concentration no greater than 70%. The note interprets range and trading activity as signs of…

EquitiesChina marketsMarket microstructureRisk management
MQL5 code base

This article presents a method for identifying time windows in which an existing trading system performs better. A library analyzes the system’s trading history, removes weaker intervals, and reports results for the remaining periods. In its scalper example,…

BacktestingExecutionRisk management