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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

79,386 documents

FMZ live strategies

This dashboard snapshot describes a live Binance BTC/USDT futures robot running on an hourly candle interval. It reports account-level figures including equity, cumulative profit, drawdown, open positions, and win rate, alongside a large order history.…

CryptoFuturesPerpetual futuresExecution
SuperMind

This daily stock screen selects shares whose MACD histogram is above zero and whose 30-day moving average is rising, then ranks qualifying shares by a measure of market attention. The document explains MACD using standard exponential averages and includes a…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This Chinese A-share screening method combines turnover, circulating market capitalization, rising moving averages, and price above several moving-average levels. Its stated final criteria cap turnover at 12%, restrict circulating market value to a specified…

EquitiesChina marketsTechnical indicatorsBacktesting
SuperMind

This proposed A-share screen selects stocks whose intraday range exceeds 1, whose price is above its five-day moving average, whose current volume exceeds 10,000 lots, and whose opening price is above the prior close. The article presents the range and…

EquitiesChina marketsMomentumTechnical indicators
ProRealCode

This chart indicator plots two sets of Fibonacci retracement levels using rolling highs and lows. The short-term range uses the highest high and lowest low over configurable lookbacks, with defaults of 50 bars for each. The long-term range uses separate…

Technical indicatorsMean reversion
SuperMind

This stock screen combines a capital-inflow measure with two trend filters. It selects A-shares when the day’s increase in holdings exceeds 5%, weekly MACD is above zero, and the 20-day moving average is above the 120-day moving average. The article…

EquitiesChina marketsMomentumTechnical indicators
ProRealCode

The indicator marks potential supply and demand zones after a crossover between fast and slow exponential moving averages. After a bullish crossover, it finds the lowest low in the preceding lookback and uses that bar’s low and candle body to define a demand…

Technical indicatorsTrend followingRisk management
BigQuant

This Chinese-language post describes an equity screening rule based on daily amplitude above 1%, a closing price of 18.5 yuan, and a KDJ K value below 20. It interprets the KDJ threshold as an oversold condition and suggests ranking qualifying stocks by…

EquitiesChina marketsTechnical indicatorsMean reversion
SuperMind

The article argues that markets are uncertain and that technical indicators cannot deliver dependable forecasts by themselves. It makes the broad claim that trend-following indicators may have accuracy below 50%, attributing this to lag and uncertainty, but…

Technical indicatorsStatisticsRisk management
SuperMind

The article presents a Chinese equity screening idea that combines three conditions: MACD above its zero line, a price-change and large-order-flow measure, and the 20-day moving average above the 120-day moving average. It frames the combination as a way to…

China marketsEquitiesTechnical indicatorsMomentum
ProRealCode

This indicator summarizes the direction of three linear regression series, calculated over different lookback periods, as a compact colored ribbon beneath the price chart. For each period, it compares the current regression value with the previous value and…

Technical indicatorsTrend following
Kraken Learn

The document explains Bitcoin Cash’s origin as a 2017 fork of Bitcoin, formed by users and developers who favored changes aimed at cheaper, higher-capacity payments. It describes larger blocks as the central design choice: more transaction space may reduce…

CryptoSpot marketsMarket microstructure
FMZ forum

This Chinese-language article surveys quantitative finance work through six role types: desk quant, model validation, research, quant development, statistical arbitrage, and capital modeling. It describes how these roles differ in their proximity to trading,…

Multi-assetDerivatives pricingArbitrageStatistics
ProRealCode

This indicator expresses a candle’s position within its high-low range as a centered value. It compares the open with the low, scales that distance by the full range, and shifts the result so the output is centered around zero. The display separates bullish…

Technical indicatorsStatistics
MQL5 code base

The document describes a MetaTrader 5 expert advisor that combines filtered momentum entries with a grid and hedge recovery system. Its entry rules use a Z-score, multi-timeframe trend alignment, a zero-line crossover, and a minimum slope; an overextension…

Technical indicatorsMomentumGrid tradingRisk management
SuperMind

This stock-selection note combines three technical filters: daily amplitude above a threshold, a positive weekly MACD histogram, and a close between the middle and upper Bollinger Bands. It characterizes the amplitude condition as a volatility screen, the…

EquitiesTechnical indicatorsMomentumChina markets
Stratmill research code

This module implements analytical trading calculations for an Ornstein–Uhlenbeck mean-reverting process, following a published statistical-arbitrage model. Given an entry threshold, an exit threshold, and transaction costs, it computes expected trade length,…

Mean reversionArbitrageStatisticsRisk management
MQL5 code base

This brief strategy description combines the Awesome Oscillator on a daily chart with the Stochastic Oscillator on an hourly chart. For a buy setup, it first waits for the higher-timeframe Awesome Oscillator to cross above zero, then looks for the…

Technical indicatorsMomentumForex
SuperMind

This Chinese stock-screening note proposes selecting equities with a 14-period RSI below 65, three consecutive declining sessions, and no limit-up on the previous day. It presents the combination as a way to find technically weaker or less overheated stocks,…

EquitiesTechnical indicatorsChina markets
BigQuant

The document poses a quantitative modeling question: how to turn continuous data into discrete categories, then encode those categories as model features. It briefly explains one-hot encoding as representing each category with a vector that has a single…

Machine learningStatistics
SuperMind

This Chinese stock-selection idea filters for stocks with turnover between 3% and 12%, displayed buy-one volume greater than sell-one volume, and a rounded price pattern in which a decline is followed by a rebound. The stated rationale is that turnover and…

EquitiesTechnical indicatorsMean reversionMarket microstructure
FMZ forum

This intermediate FMZ tutorial explains practical platform techniques for building automated trading strategies. It covers operating across exchanges and symbols, configuring futures and swap contracts, and handling API failures through retries, null checks,…

CryptoFuturesBacktestingExecution
MQL5 code base

This Expert Advisor uses a Bezier indicator’s color change at bar close to generate trade signals. It follows the indicated trend and increases position volume when open profit, measured in points, passes a threshold set in the EA inputs. A position comment…

ForexTrend followingPosition sizingBacktesting
MQL5 code base

This note describes a MACD variant that uses an RMA average in its calculation instead of the more familiar EMA. It characterizes the resulting values as comparatively fast and points to a potentially distinctive response after periods of high volatility.…

Technical indicatorsVolatility