Skip to content

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 screen selects stocks with turnover between 3% and 12%, at least one limit-up event in the preceding 25 days, and a six-period RSI below 65. The proposed combination uses turnover as a measure of trading activity, a recent limit-up as a…

EquitiesChina marketsTechnical indicatorsMomentum
SuperMind

This stock screen combines a daily price-amplitude threshold, a 2021 date filter, and a newly formed KDJ golden cross. The cross is defined as the K line moving above the D line after being below it on the prior observation. The article interprets amplitude…

EquitiesChina marketsTechnical indicatorsVolatility
MQL5 code base

The document briefly describes a grid trading bot and says its stop loss is set at ten times the take profit. It mentions that the strategy uses four inputs, but does not identify them or explain the entry criteria, grid spacing, position sizing, or exit…

Grid tradingRisk managementBacktesting
MQL5 code base

This indicator description adapts Bollinger-based stops to show three stop lines at once. The line with the greatest risk is presented as the ultimate stop, while the other two can serve as tighter stops or as earlier warnings of a possible market change. A…

Technical indicatorsTrend followingVolatilityRisk management
MQL5 code base

The document describes a trading panel that applies across symbols and magic numbers. It provides three position-management actions: close every position, close only losing positions whose loss exceeds a chosen threshold, or close only profitable positions…

Risk managementExecution
SuperMind

The document explains the Dual Thrust trend-following system, which defines a recent trading range from the largest of two high-to-close and close-to-low spreads. It sets upper and lower trigger levels by adding scaled versions of that range to a reference…

EquitiesFuturesTrend followingBreakout
BigQuant

This summary of an equity research report explains portfolio optimization as a framework for managing risk exposures, holdings, weights, turnover, and market impact while incorporating investor views. It argues that simple portfolio construction may perform…

EquitiesPortfolio constructionRisk managementStatistics
BigQuant

The document presents Wyckoff analysis as a way to interpret market supply and demand through price and volume. It describes three guiding principles: compare demand with supply, treat trading ranges as potential causes of later moves, and assess whether…

EquitiesChina marketsTechnical indicatorsBreakout
SuperMind

This Chinese-language post describes a stock screen that combines recent buying activity with company and valuation filters. It seeks stocks with a positive daily accumulation measure, positive large-order net flow for several consecutive days, market…

EquitiesChina marketsMomentumFactor investing
SuperMind

This Chinese-language post outlines an equity screen combining daily price range, market capitalization, positive net profit, and a positive institutional buying measure. It presents the criteria as a way to find smaller profitable companies with elevated…

EquitiesChina marketsVolatilityRisk management
MQL5 code base

This MT5 trade-copying program uses a master account to supply trades and one or more slave accounts to receive them. The stated features include copying from multiple providers to one slave, independently enabling stop-loss, take-profit, and pending-order…

ExecutionPosition sizingRisk managementMarket microstructure
pysystemtrade

This Python module prepares portfolio optimization inputs for a greedy allocation routine. It takes target and prior weights, covariance estimates, instrument values, trading costs, and optional constraints, then aligns the data to instruments with valid…

Portfolio constructionRisk managementPosition sizingStatistics
SuperMind

The post proposes screening stocks for turnover between 3% and 12%, first-level bid volume greater than first-level ask volume, and price above its 30-day moving average. It frames the turnover and order-book conditions as measures of trading activity, while…

EquitiesTechnical indicatorsMomentumMarket microstructure
SuperMind

This stock-selection screen combines price movement, trading-flow, and prior-day price conditions. It selects shares with amplitude above 1, large-order net volume above 0.05 for at least three consecutive days, and a close above the previous day’s low. The…

EquitiesTechnical indicatorsMarket microstructureSentiment
BigQuant

The article argues that quantitative trading depends on market understanding as well as technical implementation. It contrasts trend-following and mean-reversion approaches as examples of strategies grounded in different views of market behavior, and…

Factor investingTrend followingMean reversionRisk management
MQL5 code base

This document outlines an Expert Advisor that opens trades when the Delta_RSI indicator histogram changes color at a bar close. The signal colors are described as light green or pink, indicating the EA’s trend-based entry trigger. Running the advisor…

ForexTechnical indicatorsBacktestingRisk management
Amberdata research

This article explains how liquidators can profit by repaying part of an undercollateralized Aave borrower’s debt and receiving collateral with a liquidation bonus. It introduces the health factor as the protocol’s solvency measure, describes how falling…

CryptoDeFiExecutionRisk management
SuperMind

This Chinese stock-selection post describes a screen for main-board shares with turnover between 3% and 12%, a daily gain above 1%, and return on equity above 15% in each of the most recent five years. It combines recent market strength and trading activity…

EquitiesChina marketsFactor investingMomentum
SuperMind

These notes describe several practical features of futures and over-the-counter derivatives markets. They explain how central counterparties manage standardized OTC trades through margin and default-fund contributions, while bilateral trades use master…

FuturesDerivatives pricingRisk managementMarket microstructure
MQL5 code base

This product description outlines an automated strategy that identifies bullish and bearish three-bar fair value gaps and enters when price retraces into an unfilled zone. It tracks each gap separately so a traded setup is not reused. To filter signals, it…

ForexTechnical indicatorsRisk managementPosition sizing
MQL5 code base

The Cincin EA is described as an automated MetaTrader 5 system that chooses buy or sell trades randomly for a selected symbol. Its design wraps those random entries in user-configured controls: stop-loss and take-profit levels can use ATR or fixed pip…

ForexRisk managementPosition sizingExecution
Amberdata research

This market snapshot reviews regulatory developments in the United States and United Kingdom alongside trading activity across centralized exchanges, decentralized exchanges, lending protocols, and major networks. It argues that the approved FTX asset sales…

CryptoSpot marketsDeFiMarket microstructure
MQL5 code base

SmPriceBend-T01 is described as an indicator of the first derivative of price: the direction and speed of price change. It uses four color states to distinguish long-side from short-side indications and stronger from weaker trends or flat conditions. The…

Technical indicatorsTrend followingMomentumRisk management
Hummingbot docs

This document explains a software component for executing arbitrage between two markets or exchanges. The proposed workflow validates that the selected markets have compatible trading pairs, tracks the buy and sell orders, and estimates profitability after…

CryptoArbitrageExecutionRisk management