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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
WonderTrader
14 documents
Alphalens
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

The document describes a stock screen combining three conditions: a dividend ratio above 25% for 2019, a 20-day moving average above the 120-day moving average, and daily amplitude above 1%. It interprets the moving-average relationship as an uptrend filter,…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This short-term A-share screening proposal filters for stocks with daily amplitude above 1, excludes special-treatment shares, applies a five-part limit-up setup, and requires RSI below 65. Its accompanying explanation characterizes the range condition as a…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This expert advisor combines Renko-style price boxes with fractal levels. It calculates box formation in pips, then enters when price reaches a level associated with a fractal. The post says the boxes are calculated rather than displayed on the chart and…

ForexEquitiesTechnical indicatorsPosition sizing
SuperMind

This note proposes screening equities for a daily price range greater than one, return on equity above 15% in each of the past five years, and a “control” reading above 21. It frames the range and control reading as technical or money-flow clues, while…

EquitiesFactor investingTechnical indicatorsRisk management
MQL5 code base

This note describes a MetaTrader 5 chart indicator for reviewing a trader’s rules before opening a position. The trader defines checklist items and manually marks whether each condition is satisfied. The tool is intended to make a personal trading process…

Risk managementExecution
BigQuant

This excerpt argues that risk control and position sizing deserve priority alongside stock selection and timing. Its proposed framework smooths risk decisions with a moving-average tracking system and calculates a daily score from market or stock…

Risk managementPosition sizingTrend followingTechnical indicators
MQL5 code base

OverHedgeV2 is described as an expert advisor that manages a group of positions using aggregate and per-position profit thresholds. It closes positions opened by the advisor when the group reaches a total profit target, subject to a condition that no…

ForexTrend followingGrid tradingPosition sizing
SuperMind

This stock selection method looks for shares with daily amplitude above 1%, an opening price within 5% of the 10-day moving average, and three consecutive days of falling closes. The document explains these conditions as signs of elevated short-term…

EquitiesTechnical indicatorsChina marketsRisk management
FMZ forum

The document compares simple systematic strategies, such as indicator rules applied to liquid developed markets, with advanced approaches that use specialist market knowledge, statistical testing, rigorous portfolio construction, and less liquid instruments.…

BacktestingStatisticsRisk managementPortfolio construction
SuperMind

This Chinese-language post describes a stock-selection screen using three conditions: daily amplitude above 1, a daily controlling-shareholder measure whose absolute change exceeds 21, and RSI below 65. It frames amplitude and the control measure as…

EquitiesTechnical indicatorsChina marketsRisk management
SuperMind

This Chinese-market stock screen combines three filters: metaverse-related stocks, a positive institutional-flow measure, and a restriction excluding stocks that closed at the prior day’s upper price limit. The stated rationale is to focus on a specific…

EquitiesChina marketsSentimentRisk management
SuperMind

This proposed screen selects mainland Chinese main-board stocks with turnover between 3% and 12% and circulating market value between 5 and 10 billion yuan, then looks for shares that have fallen for seven consecutive days. The stated rationale is to focus…

EquitiesMean reversionRisk managementChina markets
SuperMind

This article turns James O’Shaughnessy’s value-investing principles into a monthly Chinese equity screen. It favors companies larger than the market median in market capitalization and share capital, then ranks stocks using cash-flow yield, sales yield, and…

China marketsEquitiesFactor investingRisk management
MQL5 code base

The document describes an automated trading tool that takes a user-selected long or short direction, waits for a setup based on volume and price levels, and places trades. Its level and length settings shape the pullback it seeks and how extensively it…

ForexPosition sizingRisk managementExecution
FMZ forum

The document argues that traders can build consistency by specializing in a small number of clear setups instead of continually searching for a perfect strategy or new indicator. It recommends using the same market, time frame, and entry and exit rules, and…

Risk managementExecution
SuperMind

This A-share screen selects stocks associated with a robotics concept, with daily amplitude above 1%, circulating market value below 10 billion yuan, and prior-day actual turnover between 3% and 28%. The article treats amplitude as a sign of activity, the…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This A-share selection rule combines a turnover rate of 3% to 12%, at least one limit-up event in the preceding 25 days, and growth in the K value of the KDJ indicator. The article characterizes the conditions as a way to find technically strong stocks with…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This A-share stock screen requires daily amplitude above 1%, excludes STAR Market stocks, and selects for a value between 0.5 and 2 when the previous day’s turnover rate is multiplied by the ratio of current auction volume to the previous day’s volume. The…

EquitiesChina marketsTechnical indicatorsMarket microstructure
SuperMind

The document proposes a short-term stock screen based on three conditions: a recent price range above a threshold, the opening price near the ten-day moving average, and no limit-up move in the specified prior session. The stated intent is to find volatile…

EquitiesTechnical indicatorsMean reversionRisk management
BigQuant

This Chinese-language strategy note combines two China A-share stock-selection approaches: a small-cap, low-turnover portfolio and a dividend-focused portfolio that excludes the smallest stocks. The first ranks eligible stocks using market capitalization and…

EquitiesChina marketsFactor investingPortfolio construction
SuperMind

This screening concept selects stocks with price amplitude above 1, rising lows or a higher base, and turnover between 2% and 9%. The post presents the criteria as a way to combine price structure with trading activity and liquidity. It also suggests…

EquitiesChina marketsTechnical indicatorsRisk management
SuperMind

This stock-screening idea combines three conditions: a 14-period RSI below 65, a rising MACD DEA, and at least two limit-up sessions during the prior 500 days. The post presents the combination as a way to find shares with moderate momentum and a history of…

EquitiesChina marketsTechnical indicatorsMomentum