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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

29,558 documents

SuperMind

This Chinese equity screening idea targets stocks in a metaverse category that have a positive return despite a prior-session price-limit-down condition associated with the opening match price. The note’s formula describes comparing the opening and low…

EquitiesMean reversionTechnical indicatorsRisk management
SuperMind

This screening recipe combines three main conditions: a daily high-to-low range greater than one percent, a reversal or engulfing-style price pattern, and prior-day turnover above eight percent. Its indicator examples also check that current volume exceeds…

EquitiesTechnical indicatorsMomentumVolatility
SuperMind

This stock-selection idea filters for shares associated with the metaverse theme whose close is above the previous session’s low, then ranks candidates by trading heat. The provided examples use trading volume as a proxy for attention and select the…

EquitiesMomentumSentimentTechnical indicators
vn.py community

This forum exchange discusses what happens to a futures strategy when it rolls from one lead contract to the next, especially when the contracts have a price gap. The reply explains that rolling changes the contract used by the strategy. During…

FuturesRisk managementBacktesting
MQL5 code base

This utility describes managing each open order with virtual profit and loss thresholds. When an order reaches its configured level, the tool closes it, allowing a trader to apply exit rules without placing a conventional stop loss or take profit order. It…

Risk managementExecutionPosition sizing
FMZ forum

The article lays out a process for finding, screening, and preparing algorithmic trading ideas for backtesting. It begins with personal constraints: temperament, available time, capital, programming ability, and whether the trader needs regular income or can…

BacktestingRisk managementExecutionStatistics
MQL5 code base

This brief set of trading notes describes how to manage signals from an EMA crossover system. It advises closing a losing position when an opposite signal appears, on the premise that later gains may offset losses. It also gives conditions for standing…

Technical indicatorsMomentumRisk management
Kraken Learn

This page is a beginner-oriented overview of cryptocurrency topics, including coin and token types, wallets and custody, transactions, stablecoins, tokenomics, staking, and major assets. Its FAQ section discusses energy use, potential payment and inclusion…

CryptoSpot marketsRisk management
SuperMind

This short-term stock screen selects shares with turnover between 3% and 12%, an appearance on the previous day’s trading leaderboard, and a 14-period RSI below 65. The document frames turnover and leaderboard appearance as signs of trading activity, while…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This screen combines daily price range, a share-price ceiling, and a moving-average crossover. It seeks stocks with amplitude above 1%, a closing price below 20, and a 5-period moving average crossing above a 10-period average. The text describes the…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen combines three conditions: daily amplitude above 1%, circulating market value above 10 billion yuan, and a decline between 4% and 5% under the document’s stated calculation. It presents the setup as a way to find sizable, active stocks that…

EquitiesChina marketsVolatilityTechnical indicators
SuperMind

This proposed A-share screen combines three short-term signals: a shorter 15-minute MACD histogram, a report that major investors controlled trading the previous day, and a daily increase in holdings above 5%. The document treats the capital-flow and control…

EquitiesTechnical indicatorsMomentumRisk management
BigQuant

The article presents a discretionary framework for interpreting MACD through parameter choices, the zero line, and price-indicator divergence. It suggests shortening the conventional settings to (10, 20 or 22, 7), arguing that these better fit a five-day…

EquitiesChina marketsTechnical indicatorsMomentum
Stratmill research code

This module fits a bivariate mixture of Clayton, Student-t, and Gumbel copulas, motivated by a mixed-copula pairs trading approach. It first maps each input series to empirical cumulative probabilities, then estimates component parameters and mixture weights…

Pairs tradingStatisticsMachine learningRisk management
MQL5 code base

This document describes a chart-based trading assistant that lets a user place market orders with keyboard commands and configure pending buy-stop, sell-stop, buy-limit, and sell-limit orders by selecting entry, stop-loss, and take-profit prices on a chart.…

ExecutionPosition sizingRisk managementForex
MQL5 code base

The document describes Roboost, a MetaTrader 4 expert advisor for major forex pairs on an hourly timeframe. It combines ideas from common forex robots, including RSI-based half-scalping, and can run on multiple pairs with separate settings. Its configurable…

ForexTechnical indicatorsRisk managementPosition sizing
MQL5 code base

This brief note describes a demonstration of labeling recently closed trades with their profit or loss. The example expert advisor places dummy trades so the labels can be seen in a strategy tester. It offers two rendering approaches: drawing with a Canvas…

ExecutionRisk management
SuperMind

The article proposes a short-term stock screen combining three conditions: daily high-low amplitude above one percent, a large-order net-flow ranking threshold, and exclusion of stocks listed on China's STAR Market. Candidates are then ranked by trading…

EquitiesChina marketsMomentumTechnical indicators
SuperMind

This Chinese-language post outlines an equity screen using three main conditions: amplitude above 1, rising bottoms, and exclusion of stocks that hit the daily limit the previous day. It provides sample indicator formulas and Python-like logic, and proposes…

EquitiesChina marketsTechnical indicatorsMomentum
Amberdata research

This weekly market commentary reviews BTC and ETH options conditions during a period of falling realized and implied volatility alongside weaker spot prices. It discusses changes in volatility term structures, put and call skew, relative volatility between…

CryptoOptionsVolatilityDerivatives pricing
SuperMind

This stock-screening proposal combines three conditions: MACD above zero, bid volume greater than ask volume, and a shortening MACD histogram on a 15-minute chart. It presents the setup as a way to identify stocks with positive momentum and improving…

EquitiesTechnical indicatorsMomentumMarket microstructure
MQL5 code base

The Expert Advisor is described as a pure hedging system that places and manages two opposing market orders. It is intended for currency pairs traded through brokers with tight spreads and low commissions; the stated cost guideline is a combined spread and…

ForexExecutionRisk management
OctoBot

This overview explains trading bots as programs that use market data and predefined rules to analyze conditions and place orders. Bots can run strategies such as dollar cost averaging or grid trading, and may connect technical indicators with risk management…

CryptoExecutionRisk managementPosition sizing
MQL5 code base

The Market Capture strategy starts with a market sell, then adds positions at fixed grid intervals as price moves. An upward move from the initial sell triggers a buy; continued movement adds further buys at intervals from the previous buy. If price reverses…

Grid tradingPosition sizingRisk managementExecution