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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

4,713 documents

SuperMind

This proposed Chinese equity screen combines a robotics industry classification with a small circulating market capitalization, a price range condition, and a morning star candlestick pattern. The article presents the conditions as a way to find smaller…

China marketsEquitiesTechnical indicatorsBreakout
MQL5 code base

This document describes a Keltner-based candlestick indicator with an optional breakout display. Its color signals can mark either moves beyond overbought or oversold levels, or breaks through the Keltner channel boundaries, depending on the selected input…

Technical indicatorsBreakout
SuperMind

This A-share screening recipe combines price movement, past limit-up events, and a weekly moving-average crossover. It seeks stocks with an amplitude above 1%, at least two limit-up events within 500 days, and a five-period weekly moving average crossing…

EquitiesChina marketsTechnical indicatorsBreakout
MQL5 code base

This document describes an Expert Advisor built around the XCCI_Histogram_Vol indicator. It generates a signal when a bar closes after crossing an overbought or oversold threshold. Two threshold levels are associated with separate order identifiers and…

ForexTechnical indicatorsBreakoutPosition sizing
ProRealCode

This document explains a price-overlay indicator that marks supply zones at confirmed swing highs and demand zones at confirmed swing lows. Zone thickness scales with average true range, and the midpoint serves as a point of interest. A zone remains active…

Technical indicatorsVolatilityBreakoutRisk management
SuperMind

This Chinese equity screen first restricts the universe to metaverse-related companies that are not marked ST and have circulating share capital at or below 5.5 billion shares. It then applies a so-called five-level limit-up method, with selection intended…

China marketsEquitiesMomentumBreakout
ProRealCode

This indicator uses the 14-period average true range (ATR) to mark two kinds of potential entry signals. One identifies a directional candle that confirms a preceding pattern, such as a pin bar after a correction; the other marks a horizontal breakout. The…

Technical indicatorsBreakoutVolatilityRisk management
MQL5 code base

The document briefly describes an indicator built from two Double Exponential Moving Averages applied to averaged high and low price series. Together, these averages form a channel. Candles that move beyond the channel receive a color associated with the…

Technical indicatorsTrend followingBreakout
FMZ forum

This article explains how to make the lookback length in a range-breakout strategy vary with volatility. A fixed N-day breakout may enter quickly during strong trends but can produce repeated signals in sideways markets. The proposed adjustment compares a…

FuturesBreakoutTrend followingVolatility
SuperMind

This note proposes screening Chinese stocks using several short-term conditions: daily amplitude above 1, a three-session limit-up sequence on the previous day, exclusion of ST-designated stocks, and selection before 10 a.m. It also invokes a five-session…

EquitiesChina marketsMomentumBreakout
SuperMind

This post describes a short-horizon Chinese stock screen that ranks stocks by capital-flow strength, selects those with afternoon net inflows from large orders, and requires more than two limit-up days in the previous ten days. It suggests using turnover and…

China marketsEquitiesMomentumBreakout
MQL5 code base

The document describes a chart indicator built around a TimeZonePivots channel. It marks candlesticks that extend beyond the channel’s upper or lower limits, using candle colors to distinguish whether the move agrees with the prevailing trend. Trend-aligned…

Technical indicatorsBreakoutTrend following
MQL5 code base

The document describes a MetaTrader indicator that marks five price-action concepts: breaks and changes in market structure, order blocks, fair value gaps, equal highs and lows, and buy or sell signals. Swing pivots use a configurable lookback; a break…

Technical indicatorsBreakoutRisk management
MQL5 code base

This MetaTrader Expert Advisor uses a custom Breakout Bars Trend indicator to trade trend reversals. It opens a position when the indicator changes direction, or can wait until the current reversal follows a configured number of false signals. A signal is…

ForexTrend followingBreakoutRisk management
ProRealCode

The document presents an indicator framework that combines nested swing detection, structural trend changes, Fibonacci retracements, and engulfing candlestick patterns. Short-, intermediate-, and long-term swings are used to identify increasingly significant…

Technical indicatorsBreakoutTrend followingRisk management
SuperMind

This stock selection concept combines moderate trading activity, recent price strength, and a technical trigger. It seeks stocks with turnover between 3% and 12%, at least one limit-up event in the preceding 25 days, and a newly formed KDJ golden cross. The…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

The document outlines an expert advisor for EURUSD that trades around the European and American sessions. It identifies session start and end times as configurable inputs and describes a minimum European-session range, stop loss, take profit, and a lot-size…

ForexBreakoutRisk managementPosition sizing
SuperMind

This stock screen looks for names with turnover in a specified range, three consecutive declining sessions, a following close above the prior three day highs, and two consecutive positive sessions. It combines a liquidity filter with a pullback pattern and a…

EquitiesChina marketsTechnical indicatorsBreakout
SuperMind

This note describes an A-share stock screen using a turnover ratio between 3% and 12%, at least one limit-up event in the previous 25 days, and exclusion of the STAR Market. It presents the criteria as a way to find moderately traded stocks with recent sharp…

EquitiesChina marketsBreakoutTechnical indicators
SuperMind

This note describes a Chinese stock screen that combines price and volume conditions. It seeks shares with amplitude above 1, a rising price bottom, current trading volume above 10,000 lots, and an opening price more than 3 percent above the previous close.…

EquitiesTechnical indicatorsBreakoutMarket microstructure
SuperMind

This note outlines a Chinese equity screen for companies associated with the metaverse theme. It looks for a limit-up session within the preceding 25 trading days and a current control ratio above 21 percent. The stated rationale is to combine a recent…

EquitiesBreakoutTechnical indicatorsSentiment
SuperMind

This note describes a short-term Chinese stock screen combining price movement with recent momentum. It selects shares with an amplitude above 1, a positive but limited ten-day gain, and three consecutive limit-up sessions on the previous day. The…

EquitiesMomentumBreakoutTechnical indicators
backtrader

This Backtrader example demonstrates a simple breakout-style strategy and a way to process daily bars in two stages. The strategy compares the current high with a rolling highest-high indicator, submits an entry when they match, and exits after a configured…

EquitiesBreakoutBacktestingExecution