Skip to content

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

The document describes a semaphore-style indicator that uses two JFatl indicators, one based on open prices and the other on close prices. It produces a signal when the difference between their values changes sign. This event is said to correspond to a…

Technical indicatorsForex
BigQuant

This Chinese-language research digest summarizes two separate topics. The first reviews the United States target-date fund market, covering market share and flows, relative performance among fund series, and glide paths. It discusses glide-path averages and…

EquitiesFixed incomePortfolio constructionStatistics
MQL5 code base

The document outlines an expert advisor that combines three indicators sampled on different timeframes. MACD on a five-minute chart supplies the trade signal, RSI on an hourly chart checks whether conditions are overbought or oversold, and the Alligator on a…

Technical indicatorsForexMomentum
MQL5 code base

The document describes an indicator for visualizing pair trading by overlaying one instrument’s price series on another. When the two series diverge, the example strategy sells the relatively higher pair and buys the lower one; both positions are closed when…

ForexPairs tradingMean reversionTechnical indicators
MQL5 code base

This indicator displays candles from a higher timeframe as filled rectangles over a chart. It colors the candle body and shadows according to the direction signaled by the VolatilityPivot indicator, using distinct palettes for the two trend directions. The…

Technical indicatorsTrend following
SuperMind

This Chinese community post proposes a stock selection rule combining daily price range, a positive but bounded ten-day return, and positive afternoon net inflow from large orders. The stated rationale is to find stocks with some recent appreciation and…

EquitiesMomentumTechnical indicatorsChina markets
Qlib

The document explains how Qlib’s tuner searches hyperparameters and combinations of models, trainers, strategies, and data labels. A configuration defines each tuner’s search spaces and evaluation limit, then organizes tuners into a pipeline. Users choose a…

Machine learningBacktestingStatistics
MQL5 code base

This MetaTrader 5 Expert Advisor generates trades from an Oracle indicator that can redraw its historical signals. At bar close, it can trigger when the signal line crosses the zero level, changes direction, or crosses the indicator line, depending on the…

ForexTechnical indicatorsBacktestingRisk management
ProRealCode

This indicator attempts to identify periods around a potential crossing between a shorter weighted moving average and a longer simple moving average. It marks a bullish zone when the weighted average is above the simple average while a second, smoothed…

Technical indicatorsTrend followingEquitiesBacktesting
SuperMind

This stock-selection idea screens Chinese equities associated with the metaverse theme, requires a positive institutional-flow reading, and selects stocks whose closing prices lie between the middle and upper Bollinger bands. The proposed rationale is to…

EquitiesChina marketsTechnical indicatorsMomentum
BigQuant

This report describes a Chinese equity index-enhancement strategy built from a composite stock-selection signal and portfolio constraints. It combines factors spanning company size, valuation, growth, profitability, technical behavior, liquidity, and…

China marketsEquitiesFactor investingPortfolio construction
MQL5 code base

The document describes a weighted price average in which each bar receives weight according to its high minus low range. It places this method within a general weighted-average framework: price observations are multiplied by weights and divided by the sum of…

Technical indicatorsVolatility
BigQuant

This research report describes a Chinese equity fund approach that first selects industries through fundamental analysis, then applies a multi-factor model to stocks within those industries. Industry research estimates long-term growth across more granular…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This stock-screening idea combines three conditions: amplitude above 1, a change in an institutional trading-volume measure, and at least one limit-up event within the prior month. The accompanying explanation treats volatility as a sign of active trading,…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

These notes summarize ideas from a Chinese trading book through ten named principles and effects. They cover how payment frequency shapes perceived gains and losses, how unknown factors and nonlinear systems complicate market decisions, and how penalty kicks…

Trend followingRisk managementStatisticsSentiment
SuperMind

This post proposes a Chinese equity screen combining price movement and Bollinger Band position. It selects stocks with a daily high-to-low range above a volatility threshold, at least one daily gain of 10% or more during the previous 25 trading days, and a…

China marketsEquitiesVolatilityMomentum
MQL5 code base

This document describes an unnormalized oscillator using a Fisher transform in a RAVI indicator. Its stated signal occurs when the oscillator breaks through an upper or lower trigger level, which is set in the indicator parameters. The example configuration…

Technical indicatorsBreakoutForex
MQL5 code base

This document describes a display indicator for the Commodity Channel Index (CCI). It presents the oscillator value for a user-selected period across multiple timeframes in a text panel, with options to adjust the panel size and font and hide timeframes that…

Technical indicators
BigQuant

This research note reviews the growth and allocation case for quantitative funds in China, focusing on index enhancement and equity long-short strategies. It reports that in the first half of 2021, CSI 500 enhancement strategies outperformed selected active…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

The article proposes screening Chinese A shares in the metaverse industry for stocks reported on the prior day’s Dragon-Tiger list and with first-level bid volume greater than first-level ask volume. It interprets the quote imbalance as a sign of positive…

EquitiesChina marketsSentimentMarket microstructure
ProRealCode

This indicator identifies bullish or bearish engulfing candles using either candle bodies or full high-low ranges. A configurable lookback checks whether a chosen number of preceding closes moved consecutively in one direction, then requires that sequence…

EquitiesTechnical indicatorsMean reversion
ProRealCode

The document describes a short-term DAX strategy on five-minute bars that trades breaks of the prior day’s high or low during a morning window. Long entries require price above a 14-period moving average and are allowed Monday through Thursday, with up to…

FuturesBreakoutTechnical indicatorsPosition sizing
SuperMind

The discussion concerns how to retrieve constituent stocks for Tonghuashun industry indices, including index 881129. The original poster says common index, industry, and concept constituent functions did not return the desired codes. A reply suggests…

EquitiesChina markets