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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

1,698 documents

SuperMind

This note describes a Chinese equity screen combining three conditions: membership in the metaverse theme, a positive institutional-flow signal, and prior-day turnover above 8%. The accompanying rationale treats theme exposure as a growth opportunity,…

EquitiesChina marketsEvent-drivenMarket microstructure
BigQuant

This Chinese-language research summary examines how differences between reported macroeconomic data and consensus forecasts may relate to returns in Chinese equities, bonds, and commodities. It compares forecast data sources, noting that Bloomberg records…

Multi-assetEvent-drivenStatisticsBacktesting
SuperMind

This Chinese-language post describes a stock screen for the Metaverse sector. It selects shares with a volume ratio above 1.5 and below 6, then ranks candidates by stock popularity. Its proposed final version adds a price-to-earnings ratio below 30. The…

China marketsEquitiesMomentumEvent-driven
BigQuant

This post describes a Chinese equity strategy centered on buying leading stocks as they rise, alongside a separate strategy based on money flow. It says the approaches were used in simulated trading and reports that the money flow strategy had been traded…

EquitiesMomentumTechnical indicatorsEvent-driven
SuperMind

This document proposes a Chinese stock screen combining daily price amplitude, a positive weekly MACD reading, and beverage or alcohol import and export data. Its stated logic looks for amplitude above 1, a bullish weekly histogram, and import values…

EquitiesChina marketsTechnical indicatorsMomentum
BigQuant

The document outlines a forecast of constituent changes for four major mainland Chinese equity indices: the CSI 300, CSI 100, SSE 180, and SSE 50. Its central idea is that periodic index reconstitutions create potential trading opportunities because…

China marketsEquitiesEvent-drivenPortfolio construction
SuperMind

The proposed stock screen focuses on Chinese listed companies in the metaverse industry. It ranks candidates by the current day’s auction amount, keeps the top five, and requires a signal interpreted as institutional buying. The article gives corresponding…

EquitiesChina marketsEvent-drivenBacktesting
BigQuant

This discussion asks whether a financial-report event strategy can exceed its intended exposure when positions have different exit dates. The example closes existing holdings only after each reaches a specified holding period, then sets target weights for…

Event-drivenPosition sizingPortfolio construction
BigQuant

This report outlines a method for rotating among equity style factors as the macroeconomic environment changes. It proposes two signals: identify macro events historically associated with stronger performance in particular styles, and compare current macro…

EquitiesFactor investingEvent-drivenStatistics
SuperMind

This Chinese equity screen combines three criteria: a dividend payout ratio above 25% in 2019, at least one limit-up session in the prior 25 days, and ranking by capital strength from high to low. The post interprets capital strength as a measure of inflows…

EquitiesChina marketsMomentumEvent-driven
BigQuant

This document outlines a forecast of constituent changes for four major mainland Chinese equity indices: the CSI 300, CSI 100, SSE 180, and SSE 50. It explains the potential trading relevance of index rebalancing: when funds tracking an index must adjust…

EquitiesEvent-drivenChina marketsPortfolio construction
SuperMind

This Chinese stock-selection post describes screening stocks in the metaverse theme using a short-term price condition and an opening-auction signal. Its prose says to select stocks whose average price is above the five-day moving average and whose prior-day…

EquitiesChina marketsTechnical indicatorsMean reversion
BigQuant

This summary of a Chinese securities research presentation describes several equity research approaches. It outlines an event-driven system intended to assess whether market events have an effective price impact, alongside a multi-factor risk framework and…

EquitiesChina marketsEvent-drivenFactor investing
SuperMind

This document proposes screening stocks in the metaverse theme for a circulating share count no greater than 5.5 billion and at least one announcement during 2021. Its example describes obtaining current A-share listings and announcement dates, then…

EquitiesChina marketsEvent-driven
SuperMind

This stock screen combines three conditions: turnover within a stated range, appearance on the prior day’s market leaderboard, and positive net buying by major participants during the opening auction. The article interprets these filters as a way to find…

EquitiesSentimentEvent-drivenRisk management
SuperMind

The document proposes a Chinese equity screen for the metaverse industry. It combines stocks ranked among the top five by current-day auction turnover with a prior-session condition described as the 9:15 matched price being at the daily limit down. It gives…

EquitiesChina marketsEvent-drivenBacktesting
MQL5 code base

The script opens a buy and a sell market order shortly before a news release, aiming to capture a sharp move in whichever direction price breaks. The proposed setup uses stop losses so that an adverse move can close the losing side while the surviving…

ForexEvent-drivenBreakoutRisk management
BigQuant

This tutorial outlines a workflow for collecting daily Chinese stock limit-up and limit-down pools, counting the stocks in each pool, and storing the resulting records on the BigQuant platform. It reads the latest Chinese trading date from a trading-days…

China marketsEquitiesEvent-drivenStatistics
BigQuant

This article argues that short-term Chinese stock traders should assess both broad social and economic catalysts and a stock’s leadership within its sector, rather than choosing limit-up stocks solely by board count, speed of limit-up, or queue size. It…

China marketsEquitiesSentimentEvent-driven
BigQuant

This analysis examines how Hong Kong stocks behaved around additions to and removals from the Stock Connect eligible list, as southbound trading grew in importance. It reports that additions were associated with gains and higher trading volume, while removed…

EquitiesEvent-drivenChina marketsSentiment
FMZ forum

The article presents a basic monitoring tool for detecting new cryptocurrency listing announcements. It explains a simple workflow: repeatedly fetch an exchange announcement page, parse its HTML, inspect a selected link, and alert when that link changes. The…

CryptoEvent-drivenExecution
BigQuant

This report examines whether updating fundamental signals more frequently can improve stock selection during China’s annual report season. It argues that factor signals decay over time, but more frequent rebalancing offers limited benefit for fundamental…

China marketsEquitiesFactor investingEvent-driven
SuperMind

The proposed screen targets Chinese stocks with prior-session amplitude above a threshold, a listing on the previous day’s Dragon-Tiger ranking, and no ST designation. It then selects up to five stocks that reach the daily limit-up before 10 a.m., sorting…

EquitiesChina marketsMomentumBreakout