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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
Quantpedia
86 documents
TqSdk
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

29,558 documents

SuperMind

This Chinese-language post proposes a simple A-share stock screen: select companies classified in the metaverse industry, with circulating shares no greater than 5.5 billion, and year-over-year growth in net profit attributable to the parent company above…

China marketsEquitiesFactor investingRisk management
SuperMind

This proposed stock screen builds a candidate pool from shares whose daily high-low range exceeds one percent, that recorded at least one limit-up event in the prior 25 days, and that show three technical indicators crossing upward together. Examples named…

EquitiesChina marketsTechnical indicatorsMomentum
MQL5 code base

This document describes an Expert Advisor that embeds its Kinetic Compression Index calculations rather than relying on a separately loaded custom indicator. Its proposed reversal entries use a detected compression or “singularity” pattern, with Williams…

ForexMean reversionVolatilityRisk management
MQL5 code base

This script sets a stop loss for each open position so that a hit would produce an approximate loss equal to a specified amount in the account’s currency. It is intended to work across deposit currencies and forex symbols by using the platform’s loss tick…

ForexRisk managementPosition sizingExecution
MQL5 code base

This document describes a chart indicator for estimating potential profit or loss from a trade size, or estimating the size needed to reach a chosen profit or loss. The user selects which value to enter; the indicator calculates the other value and displays…

Position sizingRisk management
MQL5 code base

The document describes a trading framework built around an expert advisor with modules for price and tick pressure, recurring flow patterns, weighted volume delta, candle forecasts, volatility-adjusted thresholds, tick activity, historical forecast accuracy,…

ForexTechnical indicatorsVolatilityRisk management
vn.py community

This introductory article maps the work involved in taking a quantitative CTA idea into live futures trading. Its five stages are to define executable rules, prepare suitable historical data, translate the rules into code, validate the strategy, and handle…

FuturesTrend followingBacktestingExecution
MQL5 code base

The OzFx description combines the Stochastic Oscillator with the Accelerator Oscillator to generate entry signals. A buy requires the Stochastic reading on the latest completed bar to exceed a chosen level, while the Accelerator reading rises from below zero…

ForexTechnical indicatorsPosition sizingRisk management
SuperMind

This strategy note describes a China A-share approach that blends model-based stock ranking with technical timing. It begins with a manually defined pool of roughly 100–300 large-cap names associated with the CSI 150 universe, then ranks candidates using…

EquitiesChina marketsMachine learningMomentum
BigQuant

This research summary outlines a framework for evaluating private index-enhanced funds through their active exposures to risk factors. Because benchmark exposure is inherent to these products, the analysis treats deviations in style and industry exposures as…

China marketsEquitiesFactor investingRisk management
MQL5 code base

The document describes an MT4 trading panel intended to let a trader set stop-loss and take-profit distances in pips, trade count, position size, and the instrument before placing orders. Its purpose is to make order setup faster, particularly when markets…

ExecutionPosition sizingRisk management
SuperMind

The article defines CTA strategies as professionally managed approaches focused mainly on futures, with possible options exposure, and sketches their development in overseas and Chinese markets. It describes the shift of Chinese CTA activity toward commodity…

FuturesCommoditiesTrend followingPortfolio construction
SuperMind

The document presents a Chinese equities screen combining three filters: daily high-low range of at least 1%, circulating market capitalization above 10 billion yuan, and a current high that equals the highest high over two days. It provides corresponding…

EquitiesChina marketsTechnical indicatorsVolatility
SuperMind

This document outlines Tonghuashun’s backtesting support and gives example strategies for Chinese stocks, convertible bonds, and funds. It describes supported data intervals, transaction costs, slippage, corporate-action adjustments, and order matching. The…

China marketsEquitiesTechnical indicatorsBacktesting
MQL5 code base

This document describes an MT5 chart panel for estimating trade size from a chosen percentage of account balance. The trader positions two horizontal chart lines to set low and high price levels, which the panel uses to preview buy and sell lot sizes…

Risk managementPosition sizingExecution
SuperMind

The post describes a stock screen combining four conditions: daily amplitude above one percent, a 2021 trading date, membership in the robot concept group, and circulating market capitalization below ten billion yuan. It provides equivalent examples in a…

China marketsEquitiesTechnical indicatorsRisk management
BigQuant

This research digest summarizes two papers relevant to investment research and portfolio decisions. The first examines analyst skill and influence across products at fourteen mutual fund firms. It reports that buy-side analysts contribute positively to…

EquitiesFactor investingPortfolio constructionRisk management
BigQuant

This guide walks through preparing an XRP Ledger account for use with Hummingbot, importing the account into a wallet app, connecting the connector, and checking balances. It also describes editing connector settings to use custom markets or node endpoints.…

CryptoMarket makingExecutionSpot markets
MQL5 code base

Elder’s Safe Zone Triple extends Alexander Elder’s Safe Zone indicator by displaying three lines with separate settings. The stated purpose is to estimate stop-loss levels that remain close enough to price to protect accumulated gains while leaving enough…

Risk managementTechnical indicatorsPosition sizing
SuperMind

This Chinese-language post presents a stock selection screen combining three conditions: daily price amplitude above a threshold, closing price above its five-day moving average, and a rising midpoint-based state intended to mark the start or continuation of…

EquitiesChina marketsMomentumTechnical indicators
Amberdata research

This partial report examines Binance ETH/USDT trading and order book behavior around the yen carry trade unwind. It connects macro events—including yen appreciation and a sharp Nikkei decline—to crypto price moves, then describes how volume, net trading…

CryptoVolatilityMarket microstructureExecution
SuperMind

This Chinese stock-selection method combines amplitude above 1, a daily maximum decline between 4% and 5%, and large-order net volume above 0.05 for at least three consecutive days. It interprets the price range and decline as measures of volatility and…

EquitiesVolatilityMarket microstructureRisk management
vn.py community

The forum question asks how to add an available-funds check when a trading framework converts an order request under lock logic. The proposed approach is to obtain account information through the main engine, read the account’s available balance, compare it…

Risk managementExecutionPosition sizing
MQL5 code base

The document describes a cross-platform virtual trading library that lets an expert advisor run in simulated and live environments. It presents uses including testing against current prices, optimizing over historical data, pausing live orders while…

BacktestingExecutionMarket microstructureRisk management