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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

181 documents

Hummingbot docs

The indicator is based on the idea that momentum may weaken before price and the indicator reverse. It searches for slowing RSI movement while a fast RSI is in an overbought or oversold region, marking candidate zones on a chart. Traders can choose arrows or…

Technical indicatorsMean reversionStatistics
Hummingbot docs

This guide explains how to run separate market-making configurations for multiple futures pairs through one generic Hummingbot script. Each pair receives its own controller configuration, including its trading pair, spreads, order allocation, leverage, and…

FuturesMarket makingExecutionRisk management
Hummingbot docs

This strategy monitors the same spot trading pair across two venues: one is an automated market maker decentralized exchange, and the other may be a centralized order-book exchange or another supported spot venue. When the price difference offers…

ArbitrageSpot marketsExecutionMarket microstructure
Hummingbot docs

This reference outlines the main building blocks for writing trading scripts in Hummingbot. It describes scripts as subclasses of a strategy base class, with strategy variables held as class variables, and shows how to configure exchange connectors and…

CryptoExecutionMarket microstructurePosition sizing
Hummingbot docs

This operations guide explains how to inspect a running trading bot and its market. A status view can show the exchange and trading pair, balances and inventory, active orders, errors, connection state, and whether paper trading is enabled. A live status…

ExecutionMarket microstructureCrypto
Hummingbot docs

This article outlines a planned redesign of Hummingbot Gateway, a service that connects trading clients to decentralized exchanges with different software stacks. It focuses on operational issues that can make blockchain trading unreliable, including…

CryptoDeFiExecutionMarket microstructure
Hummingbot docs

This documentation explains an order-pricing feature that adjusts bid and ask prices relative to the next best orders in the order book. It is intended to maintain a position near the top of the book when an order is already best-priced; it does not move an…

ExecutionMarket microstructureCryptoMarket making
Hummingbot docs

The article contrasts Uniswap's constant-product automated market maker with Hummingbot, a configurable algorithmic trading platform. Uniswap liquidity providers deposit token reserves and earn swap fees under a preset pricing rule. Arbitrageurs help keep…

CryptoMarket makingArbitrageDeFi
Hummingbot docs

Hummingbot’s minimum-spread setting cancels an active order when its spread relative to the mid-price falls below a chosen threshold. The strategy checks the spread once per second, allowing it to remove an order before the normal refresh interval if market…

Market makingExecutionMarket microstructure
Hummingbot docs

This guide explains how to configure exchanges for Hummingbot paper trading by listing connector names in the client configuration. It notes that paper trading is available by default for several exchanges and describes selecting a paper connector when…

BacktestingExecutionCrypto
Hummingbot docs

This beginner overview outlines practical considerations for entering cryptocurrency markets. It recommends comparing exchanges by transparency, trading and funding fees, liquidity, volume, and asset selection, and explains the difference between maker and…

CryptoSpot marketsExecutionArbitrage
Hummingbot docs

This launch announcement describes liquidity mining as community market making: participants place orders in selected token markets and receive rewards from a campaign pool. It says reward allocation is designed to favor sustained quoting, tighter spreads,…

CryptoMarket makingExecutionMarket microstructure
Hummingbot docs

Hummingbot version 1.25 introduced a range of platform updates, including a Carbon decentralized exchange connector, expanded candle feeds, connector setup guides, and an ongoing redesign of its V2 strategy framework. Most release notes describe product,…

CryptoTechnical indicatorsRisk managementExecution