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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

12,303 documents

MQL5 code base

The document describes a stochastic oscillator whose lookback period adapts to the observed frequency of price swings rather than remaining fixed. It defines swing highs and lows through short sequences of rising and falling highs or lows, counts how many…

Technical indicatorsVolatilityMean reversionMomentum
MQL5 code base

The document explains alert options for the XXDPO_Candle indicator. It can notify users when the indicator crosses zero, changes direction, breaks through an overbought or oversold threshold, or leaves one of those regions. Inputs control which bar triggers…

Technical indicatorsVolatility
Cryptohopper blog

The article organizes technical indicators into trend, momentum, volatility, and volume groups, describing the market data each uses and the questions it may help traders examine. Trend measures, commonly moving averages, smooth price fluctuations to show…

Technical indicatorsMomentumVolatilityStatistics
ProRealCode

This indicator description combines structural order-block detection with a Fibonacci grid. A bullish block is defined as a bearish candle followed by a configurable run of bullish candles; bearish blocks use the opposite pattern. Optional filters require a…

Technical indicatorsTrend followingVolatilityBacktesting
BigQuant

This research summary examines additional ways to monitor crowding in equity investment factors. Factor crowding refers to a situation in which heavy investment in a factor may weaken its returns or make them less stable. The analysis considers asset…

Factor investingEquitiesStatisticsVolatility
BigQuant

This fund analysis describes a Chinese equity strategy that combines quantitative signals with qualitative judgment. Its inputs include mean reversion in returns and valuations, sector rotation, fundamental reversals, event effects, investor behavior and…

China marketsEquitiesMean reversionEvent-driven
SuperMind

The document describes a Chinese equity screen that selects stocks with daily amplitude above 1%, a robotics theme, and circulating market capitalization below 10 billion yuan. It also discusses broadening the original 2021 time filter to include data from…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This stock screen looks for shares with amplitude above one and ranks eligible stocks by the day’s opening auction amount, selecting the top five while excluding the STAR Market. The article frames auction activity as a way to find stocks attracting market…

EquitiesChina marketsVolatilitySentiment
SuperMind

This stock screen combines three technical conditions: amplitude above one, the stock’s average price above its five-day moving average, and a positive daily MACD value. The document presents the conditions as a way to focus on short-term price action, using…

EquitiesTechnical indicatorsMomentumVolatility
MQL5 code base

GAPO, or the Gopalakrishnan Range Index Oscillator, is presented as a way to quantify how an instrument’s trading range changes over a chosen lookback period. It uses price action alone: find the highest and lowest prices in the period, take the logarithm of…

Technical indicatorsVolatilityStatistics
MQL5 code base

The document describes a trend envelope indicator that uses average true range (ATR) to set the price movement threshold for identifying whether a trend has changed. This replaces a fixed percentage change threshold used by a classical version of the…

Technical indicatorsTrend followingVolatility
MQL5 code base

Delta_MFI is a trend-analysis indicator built from the difference between fast and slow Money Flow Index readings. It combines their relative positions with the slow MFI’s location against a configurable threshold. When the slow reading is above the…

Technical indicatorsMomentumVolatility
SuperMind

This Chinese stock-screening note combines price range, turnover, auction volume relative to prior trading volume, and Bollinger Bands. Its stated logic seeks stocks with amplitude above 1, a turnover-and-volume ratio between 0.5 and 2, and a closing price…

EquitiesChina marketsTechnical indicatorsVolatility
Amberdata research

This derivatives newsletter reviews a strong weekly rise in Bitcoin and other risk assets amid a US government shutdown and missing official employment data. It compares private employment estimates with market expectations, notes gains in gold, equities,…

CryptoOptionsVolatilityDerivatives pricing
ProRealCode

This indicator builds upper and lower range boundaries from recent price fractals. It uses a volatility-cycle measure derived from rolling standard deviation, then smooths and bounds that measure. The boundaries update only in the low-volatility state, and…

Technical indicatorsVolatilityMean reversionBreakout
SuperMind

This Chinese A-share screening idea looks for stocks with an intraday range greater than one percent, at least one limit-up event during the prior 25 days, and high current auction amount, selecting the top five by that measure. The article frames range as a…

China marketsEquitiesVolatilitySentiment
SuperMind

The document outlines a Chinese A-share stock screen based on daily price amplitude, a closing price of 18.5 yuan, and association with the metaverse concept. It presents amplitude above one percent as a way to select more volatile shares, uses the fixed…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

The document describes a stock selection rule combining three filters: daily high-low range exceeding 1% of the previous close, a stock code beginning with 60, and a listing age above a stated threshold. It presents the first two filters as ways to find more…

EquitiesVolatilityTechnical indicatorsRisk management
SuperMind

This screen selects main-board stocks using three conditions: intraday amplitude above 1%, a stated 2019 dividend ratio above 25%, and a daily gain above 1%. The reference formulas express amplitude as the high-low range relative to the open and calculate…

China marketsEquitiesVolatilityMomentum
SuperMind

The document describes a short-term stock screen combining three conditions: amplitude above one, MACD above the zero line, and today’s low below yesterday’s low. It interprets amplitude as a sign of volatility, positive MACD as a favorable signal, and the…

EquitiesTechnical indicatorsMomentumVolatility
SuperMind

This document describes a Chinese equity screen requiring a sizable trading range, at least one daily gain of 10% or more during the recent 25-session window, and exclusion of Beijing-listed A shares. The idea combines a volatility condition with evidence of…

EquitiesChina marketsMomentumVolatility
SuperMind

This document proposes a Chinese stock screen using three conditions: intraday amplitude above a threshold, a daily decline within a narrow band, and a previous day 9:15 opening match at the limit-down price. The rationale is that a sharp prior decline may…

EquitiesChina marketsMean reversionVolatility