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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

9,660 documents

vn.py community

This brief forum exchange explains how to run VeighNa without a configured data service. The reply recommends clearing the fields in the global configuration whose names begin with “datafeed,” rather than commenting out initialization code at a particular…

Execution
FMZ forum

This troubleshooting note asks how to submit a Binance withdrawal request through an API. It focuses on adding a timestamp and generating an HMAC-SHA256 signature over request parameters. The author tries sending the parameters and signature in the request…

CryptoExecutionMarket microstructure
vn.py community

This forum exchange discusses a CTA strategy that generates buy or short signals but fails to obtain fills in a no-UI run, despite working in the normal software environment. The suggested first step is to print and inspect market data and strategy logic to…

FuturesExecutionMarket microstructure
SuperMind

This article describes a Chinese stock screen combining daily amplitude, a pre-open auction price-move condition, large-order buying, a market capitalization ceiling of 10 billion yuan, and positive company profit. Its stated aim is to blend price movement…

EquitiesChina marketsExecutionRisk management
SuperMind

The document proposes liquidity bounties as a way for token issuers to reward community members who provide market liquidity. Participants compete for token rewards based on measurable activity, such as open and filled order volume, with a public…

CryptoMarket makingExecutionMarket microstructure
MQL5 code base

TraderToolEA is presented as a chart-based panel for placing and managing trades. It supports orders created manually or by an Expert Advisor, including one-click order entry. Users can set position size and configure stop-loss and take-profit levels,…

ExecutionGrid tradingRisk managementPosition sizing
MQL5 code base

This document presents alternative MetaTrader 5 functions for finding a bar index by time and counting bars within a time interval. The proposed bar-shift function derives its result from the custom counting function, while an optional exact-match check…

ExecutionStatistics
BigQuant

This practitioner account explains how to translate a stock ranking model into daily trade lists and manual orders. The model ranks the stock universe, buys higher-ranked names, and prioritizes lower-ranked holdings for sale. The author describes how the…

EquitiesMachine learningExecutionPosition sizing
vn.py community

This event outline introduces a planned series on quantitative options research and development, with later sessions covering ETF, gold, and iron ore options. The first session focuses on index options, contrasting options strategies with CTA strategies and…

OptionsDerivatives pricingBacktestingPosition sizing
vn.py community

This forum exchange addresses why a spread-trading algorithm may submit orders marked as opening even when the strategy intends to close a position. A trader observes that closing a long spread appears to send orders in the opposite directions, which raises…

FuturesPairs tradingExecutionMarket microstructure
backtrader

This Backtrader example demonstrates an order-entry workflow driven by a moving-average crossover. When the shorter-period average crosses above the longer-period average and there is no open position, it submits a limit buy below the current close. It pairs…

Technical indicatorsExecutionRisk managementBacktesting
vn.py community

This VeighNa community discussion concerns detecting and rejecting futures orders whose prices do not conform to a contract’s minimum price increment. The question describes a CTP test using an index futures contract with a 0.2 tick size and a limit price…

FuturesExecutionRisk managementMarket microstructure
MQL5 code base

The document describes three MetaTrader 5 scripts for changing stop-loss and take-profit levels across groups of pending orders and open positions. Separate scripts cover buy and sell limit orders, buy and sell stop orders, and existing buy or sell…

Risk managementExecution
MQL5 code base

The document describes a tool that delays activation of a trailing stop until price reaches a user-defined trigger. The trigger can be specified either as a price entry or as a point-based movement. Its purpose is to avoid starting the trailing stop too…

Risk managementExecution
MQL5 code base

This indicator description explains a ZigZag variant that uses fractal points as reference peaks. When the most recent pivot is based on a downward fractal and a newly detected downward fractal is lower, the indicator moves the ZigZag endpoint to that newer…

Technical indicatorsTrend followingMean reversionExecution
SuperMind

This note describes an A-share stock screen using three conditions: turnover between 3% and 12%, first-level bid volume greater than first-level ask volume, and exclusion of Beijing-listed shares. The conditions combine a trading-activity measure with a…

EquitiesChina marketsMarket microstructureExecution
FMZ forum

This article describes an API workflow for market making on BitMEX perpetual contracts. It recommends using WebSockets for market updates and REST requests for account information, while noting that order book and account streams can be incomplete or delayed…

CryptoMarket makingExecutionMarket microstructure
vn.py community

This Chinese-language guide describes a manual VeighNa setup on Ubuntu. It recommends using pyenv to select a Python version for the project and a virtual environment to isolate its package dependencies. It then outlines installing the project and several…

FuturesExecutionBacktesting
MQL5 code base

This page explains how the Candels High Open signal module represents its output for use in an MQL5 Expert Advisor. Its buffer has three possible states: positive one for a buy signal, zero when there is no signal, and negative one for a sell signal. The…

Technical indicatorsExecution
MQL5 code base

This Expert Advisor uses signals from the ColorXTRIX_Histogram indicator. A signal is generated when a bar closes and the histogram changes direction, so the described system responds to a shift in the indicator rather than acting on an intrabar movement.…

ForexTechnical indicatorsBacktestingExecution
MQL5 code base

This note explains an Expert Advisor that manages take-profit orders on already-open positions. When a new position has no take profit, the advisor sets one using a configured distance. It then moves the target as price advances beyond a specified trailing…

ExecutionRisk managementPosition sizing
MQL5 code base

This document describes an expert advisor that trades from a custom Williams Percent Range indicator. It evaluates signals only when a new bar appears and holds no more than one position at a time, allowing it to operate on both hedging and netting accounts.…

Technical indicatorsMean reversionExecution
MQL5 code base

This document describes operating parameters for an expert advisor that takes signals from bars one and two of the Alligator indicator. It evaluates signals only when a new bar appears. The source notes that limiting the maximum number of positions to one…

Technical indicatorsPosition sizingRisk managementExecution
Binance API docs

The document lists Binance REST and WebSocket domains that expose public market data without API-key authentication. The REST endpoint categories include aggregate and individual trades, order-book depth, exchange information, candles, average price, ticker…

CryptoMarket microstructureExecution