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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
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

Cryptohopper blog

This overview introduces Solana as a blockchain platform designed for decentralized applications and describes its Proof of History and Proof of Stake components. Proof of History is presented as a way to timestamp events and establish an ordered record,…

CryptoTechnical indicatorsDeFi
BigQuant

This tutorial explains how to combine daily stock-price observations with less frequent dividend records using an ASOF JOIN. The example pairs records by instrument and date, allowing each daily price row to be associated with a nearby dividend record even…

EquitiesChina marketsStatisticsPortfolio construction
SuperMind

This stock-selection example filters Chinese equities by a turnover rate between 3% and 12%, a K indicator below 20, and a daily price change between -5% and 2.6%. The article presents the screen as a way to find stocks with potential, then suggests adding…

China marketsEquitiesTechnical indicatorsMomentum
MQL5 code base

This document describes a MetaTrader indicator that marks candle price changes once they exceed configured minimum thresholds. It reports changes in points and percentage, and lets users choose between comparing a candle’s close with its open or comparing…

Technical indicatorsEquitiesForex
Stratmill research code

The document presents a fee-model design for a trading system, with fees calculated from an order’s execution details. Common fees distinguish maker orders, which add liquidity, from taker orders, which remove it. The fee amount can be proportional to…

ExecutionMarket microstructureRisk management
MQL5 code base

This note explains a modified Stochastic oscillator that adds a sensitivity setting to the usual parameters. The added threshold is intended to ignore price fluctuations smaller than a specified number of points, so the indicator does not react to every…

Technical indicatorsStatistics
SuperMind

The document describes a daily screen for stocks in the metaverse industry. It selects names where the KDJ indicator has just crossed into a bullish configuration, ranks them by that day’s opening auction amount, and keeps the top five. The approach combines…

EquitiesTechnical indicatorsMomentumChina markets
Kraken Learn

This overview explains Cardano as a Layer 1 blockchain for smart contracts and decentralized applications. It describes the separation between a settlement layer for ADA transactions and a computation layer for smart contracts, alongside Ouroboros, a…

CryptoDeFiDerivatives pricingSpot markets
SuperMind

This stock-screening idea combines a minimum intraday high-to-low price range with consistently high return on equity across five years and a limit on the stock’s gain at 9:25. The stated rationale is to seek profitable companies showing some price movement…

EquitiesFactor investingTechnical indicatorsRisk management
MQL5 code base

This document describes a read-only MetaTrader 5 script that records terminal, account-mode, symbol, and trading-environment settings. Traders and developers can use its structured report to compare a functioning setup with one where an Expert Advisor is…

ExecutionRisk management
SuperMind

This document describes a Chinese stock screen focused on the metaverse sector. It looks for three concurrent bullish crossovers: MACD over its signal line, the 5-day moving average over the 10-day average, and the 5-day average over the 20-day average. It…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This document presents an equity selection rule that combines a positive MACD signal, a 20-day moving average above the 120-day moving average, and year-over-year parent-company net profit growth above 20% and up to 100%. Its example implementation scans…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This document describes a Chinese equity screening rule for beverage and alcohol import-export companies. It selects stocks with turnover between 3% and 12% and year-over-year parent-company net profit growth above 20% and up to 100%. The article also gives…

EquitiesChina marketsFactor investingRisk management
BigQuant

This research summary examines how sell-side analyst reports may inform stock selection. It argues that report counts and recommendation strength alone provide limited differentiation, while target-price upside and changes in analyst views may be more…

EquitiesSentimentEvent-drivenPortfolio construction
SuperMind

This note outlines a daily stock screen combining a positive MACD reading, a share price below a stated ceiling, and a measure of trading activity based on the prior day’s turnover rate and the ratio of current auction volume to the previous day’s volume. It…

EquitiesTechnical indicatorsMomentum
SuperMind

This note describes a stock screen based on three chart conditions: amplitude above a threshold, a rising price base, and a rounded-bottom pattern. It presents the pattern as a way to find stocks whose lows are gradually moving higher, while filtering out…

EquitiesTechnical indicatorsBacktesting
BigQuant

This article surveys six implementation choices that shape equity factor strategies: selecting proxy measures, constructing portfolios, combining factors, allocating among them, trading, and managing risk. It argues that one factor can be represented by…

EquitiesFactor investingPortfolio constructionExecution
SuperMind

This brief template note describes a stock-screening strategy that selects companies using natural-language queries. Its example combines a small-market-cap screen with recent net inflows from large investors, a prior period of contracting volume, and a…

EquitiesMomentumTechnical indicatorsRisk management
FMZ forum

This article explains why a strong historical backtest may fail in live markets, particularly when a strategy has been tuned to a small or unrepresentative sample. It recommends splitting time-ordered data into a training period for parameter selection and a…

BacktestingStatisticsRisk managementFutures
ProRealCode

This proposed EUR/USD strategy combines Bollinger Bands, a conventional RSI, a Traders Dynamic Index (TDI), and a custom ATR-based stop line. Long setups begin when price and the momentum measures reach specified lower extremes; the system then waits for the…

ForexTechnical indicatorsMean reversionMomentum
ProRealCode

This indicator recreates Renko-style bricks with visible high-low wicks in ProRealTime, whose built-in Renko candlestick display does not show them. Because the platform cannot draw these candles directly on a non-time-dependent chart and its Renko bricks…

Technical indicators
MQL5 code base

This indicator description outlines a semaphore-style signal based on divergence between fast and slow Commodity Channel Index oscillators. It compares the oscillators at extreme points within the most recent five bars and requires a suitable candlestick…

Technical indicatorsMomentumStatistics
BigQuant

This report reviews market conditions relevant to Chinese quantitative equity strategies in July 2022. It tracks the number of unstable factors as a proxy for how supportive conditions may be for strategy excess returns. The report says this count stayed…

EquitiesChina marketsFactor investingMarket microstructure
Amberdata research

This conference recap describes several developments in digital asset markets: valuing tokens against underlying revenue and rights, crypto-native venues affecting traditional markets, software agents transacting autonomously, and institutions connecting…

CryptoFuturesMarket microstructureExecution