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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
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

79,386 documents

SuperMind

This document proposes screening Chinese stocks by price range, a K-line condition described as being below 20, and descending money strength. It characterizes money strength as a way to infer buying and selling pressure from price direction and trading…

China marketsEquitiesTechnical indicatorsMomentum
ProRealCode

This indicator transforms the MACD into a bounded measure by scaling its current value against the highest and lowest MACD readings over a rolling normalization window. It then applies smoothing to the normalized series and calculates a signal line from that…

Technical indicatorsMomentumStatistics
MQL5 code base

This document introduces the Blau Tick Volume Indicator, an indicator associated with William Blau’s book on momentum, direction, and divergence. It describes the indicator as a color histogram for displaying tick-volume information, giving traders a visual…

Technical indicatorsMomentumMarket microstructure
SuperMind

This document describes a Chinese stock watchlist screen combining daily price range, a recent limit-up event, and a signal labeled as prior-day main-force control. Its rationale is that larger price swings and recent limit-ups may indicate attention and…

China marketsEquitiesMomentumVolatility
SuperMind

This research summary examines whether company managers adjust reported earnings to meet individual analyst forecasts, beyond the incentive to meet consensus estimates. It describes a study using the change in effective tax rate from the third to fourth…

EquitiesStatisticsEvent-drivenChina markets
SuperMind

This post describes a stock selection rule combining three conditions: daily price amplitude above 1, actual turnover on the previous day between 3% and 28%, and weekly MACD above zero. It presents the combination as a way to screen for stocks with…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This stock screen selects names whose daily high-low range exceeds one percent of the low, that recorded at least one limit-up day in the preceding 25 sessions, and that have a nonempty outstanding convertible-bond name field. The resulting names enter a…

EquitiesChina marketsVolatilityEvent-driven
ProRealCode

Kosaten Hyo is a chart indicator that maps Ichimoku events to chess-piece symbols. It marks Tenkan-sen and Kijun-sen crossings as possible trend-start signals, and uses their close alignment to identify named Katana and Daisho patterns. It also marks price…

Technical indicatorsTrend followingForexStatistics
MQL5 code base

MAVA-XonaX describes a moving-average crossover approach for EURUSD on a four-hour chart. It uses four six-period moving averages calculated from bar open, close, high, and low prices. A cross of the close-based average above the open-based average is…

ForexTechnical indicatorsTrend followingRisk management
SuperMind

This note proposes screening Chinese stocks listed in 2021 for daily turnover between 3% and 12%, then keeping those whose opening price is within five percent of the 10-day moving average. The approach combines a trading-activity range, an IPO-year cohort,…

EquitiesTechnical indicatorsChina marketsBacktesting
SuperMind

This note outlines a Chinese equity screen using three conditions: positive but moderate returns over the prior ten days, appearance on the previous day’s exchange trading-activity list, and descending ranking by a measure called fund strength. The intended…

EquitiesMomentumMarket microstructureChina markets
SuperMind

This note describes a Chinese equity screen that starts with stocks in the metaverse theme, filters for prices above the 250-day moving average, then ranks candidates by the day’s auction amount. It proposes selecting the top five and also mentions ordering…

EquitiesTechnical indicatorsMomentumChina markets
SuperMind

This stock screen combines three conditions: daily amplitude above 1%, observations dated in 2021, and a ten-day price gain greater than zero but below 35%. The document interprets the amplitude condition as selecting more volatile stocks and the gain band…

EquitiesMomentumVolatilityTechnical indicators
MQL5 code base

This description outlines a pending-order breakout approach implemented by an Expert Advisor. It scans a configurable lookback range, set to 80 bars in the described version, and places a Buy Stop at the highest price and a Sell Stop at the lowest price. The…

BreakoutExecutionTechnical indicatorsRisk management
SuperMind

This Chinese equity screening rule combines a turnover range of 3% to 12%, at least one limit-up event in the prior 25 days, and seven consecutive sessions in which the close is no higher than the open. It is intended to find stocks with recent signs of…

EquitiesTechnical indicatorsMomentumChina markets
BigQuant

The study defines an earnings surprise by comparing reported results from forecasts, flash reports, or periodic filings with analyst consensus net profit estimates from the day before the announcement. For nonannual reports, it estimates full-period…

EquitiesEvent-drivenStatisticsBacktesting
BigQuant

This brief literature note introduces a VaR-augmented Black-Litterman approach for constructing an absolute-return fund-of-funds portfolio with market-risk controls. The described formulation incorporates value-at-risk alongside practical trading…

Multi-assetPortfolio constructionRisk managementStatistics
SuperMind

This stock-selection note proposes screening mainland Chinese equities in the metaverse theme by current-day auction amount, taking the top five, then excluding stocks that closed at the daily limit the previous day. It provides platform formula expressions…

EquitiesChina marketsMomentumExecution
BigQuant

This research review examines whether mutual-fund outflows provide a clean measure of nonfundamental pressure on stock prices. It decomposes the MFFlow measure into components tied to the inverse of returns, the inverse of turnover, and relative fund selling…

EquitiesStatisticsMarket microstructureRisk management
SuperMind

This short strategy note describes a daily pre-open screen for mainland Chinese equities. It selects stocks with MACD above its zero line, a share price below 12 yuan, and excludes STAR Market stocks. The article explains the conditions and gives example…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

The selection rule ranks stocks by volume ratio from highest to lowest, after filtering for yesterday’s turnover above 8% and a 10-day gain greater than 0% but less than 35%. The stated rationale is to find shares with strong trading activity, high turnover,…

EquitiesChina marketsMomentumTechnical indicators
MQL5 code base

CandleStop Cloud is described as a chart indicator that displays trailing stop levels alongside a channel whose background color changes. It also presents the latest indicator values as price labels, allowing a trader to see the stop levels directly on the…

Technical indicatorsRisk managementTrend following
SuperMind

This stock-selection rule filters for shares whose codes begin with 60, whose turnover is between 3% and 12%, and whose auction-period main-force net buying is positive. The document frames positive net buying as a sign of incoming funds and suggests that…

EquitiesChina marketsMomentumSentiment
BigQuant

The document explains that exchange-traded funds cannot be processed with the platform’s basic feature extraction module. The reported run shows the extractor failing to find a close-price field for the selected instruments, producing no feature rows and…

EquitiesChina markets