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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

19,452 documents

Kraken Learn

This introductory overview explains Celo as a blockchain payment platform designed with mobile users in mind, including payments linked to phone numbers and support for decentralized applications. It distinguishes CELO, used for governance and staking, from…

CryptoDeFiSpot marketsRisk management
FMZ forum

The article discusses a leveraged Martingale approach to trading LTC/USDT perpetual contracts. It proposes changing the traditional doubling rule to a smaller add-on multiplier so the strategy can withstand more adverse price movement, then withdrawing…

CryptoPerpetual futuresPosition sizingRisk management
Cryptohopper blog

The article explains two tools for assessing cryptocurrency volatility. Bollinger Bands place an upper and lower standard deviation band around a moving average; widening bands indicate greater volatility, while contracting bands suggest quieter conditions.…

CryptoVolatilityTechnical indicatorsMean reversion
Amberdata research

This webinar overview summarizes a macro discussion about high debt-to-GDP levels, central-bank balance-sheet expansion, and geopolitical risk as forces that may weaken confidence in fiat currencies and encourage interest in Bitcoin. The speakers compare the…

CryptoFixed incomeForex
Cryptohopper blog

The document explains HODLing as buying cryptocurrency and retaining it through short-term price swings. It recounts the term’s origin in a 2013 Bitcoin forum post and presents the approach as a long-term commitment. Its practical suggestions include…

CryptoSpot marketsRisk management
Amberdata research

This market report attributes Bitcoin's decline to several concurrent pressures: inflation concerns, elevated Treasury yields, geopolitical uncertainty, and a reduction in demand for risk assets. It describes hedge funds buying spot Bitcoin through…

CryptoArbitrageRisk management
FMZ forum

The document contrasts applying for CXMT shares in a Chinese A-share IPO with trading a pre-listing perpetual contract on Hyperliquid. It outlines the stated eligibility requirements and estimated allotment odds for the IPO, then explains that the contract…

CryptoEquitiesPerpetual futuresRisk management
OctoBot

The article explains fear of missing out as anxiety about missing a potentially profitable market move, especially during rising or rapidly changing cryptocurrency prices. It describes how urgency, social media speculation, heavy information exposure, and…

CryptoSentimentRisk management
Hyperliquid docs

Hyperliquidity Provider (HLP) is described as a community-owned protocol vault that supplies liquidity to Hyperliquid. It uses multiple market-making strategies, carries out liquidations, and supplies USDC to the platform’s Earn product. In return, the vault…

CryptoMarket makingDeFiRisk management
Amberdata research

The document outlines methods for investigating suspicious cryptocurrency activity through transaction graphs, address clustering, and tracing funds across chains. It explains that investigators may infer common control from shared transaction inputs, but…

CryptoOn-chain dataMachine learningRisk management
FMZ forum

The document describes a multi-asset cryptocurrency strategy that allocates capital across selected USDT pairs and places staged buy orders as prices fall through preset levels. Each level uses a specified share of the amount assigned to that asset.…

CryptoGrid tradingPosition sizingBacktesting
Amberdata research

The report explains how AAVE v2 liquidators repay part of an undercollateralized loan and receive collateral with a protocol bonus. It examines stablecoin debt backed by ETH from 2021 to 2023, relating liquidation activity to ETH price drops and volatility.…

CryptoDeFiOn-chain dataExecution
Hummingbot docs

This guide explains how to connect a Hummingbot client to a centralized exchange or a blockchain protocol. Users run the connect command with the connector name, then enter the requested credentials. Exchanges generally ask for API keys, while blockchain…

CryptoExecutionRisk management
Amberdata research

The podcast account follows Jake Ostrovskis’s move from global macro trading into crypto OTC markets. It describes his focus on fair value and volatility dislocations, and the OTC desk’s role in arranging large or tailored trades across spot, options, CFDs,…

CryptoOptionsVolatilityMarket making
Amberdata research

This market snapshot links macroeconomic conditions with Bitcoin and Ethereum developments. It discusses strong US employment data and Federal Reserve expectations, compares reported outflows from Bitcoin ETFs with steadier Ethereum ETF flows, and reviews…

CryptoSentimentVolatility
Stratmill research code

This document describes a parameter sweep for a grid trading backtest. It combines every configured symbol with candidate relative half-spread and grid-count values, then runs the resulting backtests in parallel over a selected date range. The grid interval…

CryptoGrid tradingBacktestingPosition sizing
Amberdata research

This podcast recap describes Loop Crypto’s approach to recurring cryptocurrency payments. Because ordinary crypto wallets send funds through user-initiated transactions, collecting subscriptions is less convenient than card-based payment collection. Loop’s…

CryptoExecutionMarket microstructureDeFi
OctoBot

This guide explains what happens when an OctoBot cloud strategy is stopped and how to restart it. Stopping cancels the bot’s outstanding buy and sell orders and prevents it from placing new orders. If the corresponding option is selected, the bot also sells…

ExecutionCryptoRisk management
Hummingbot docs

This documentation explains how to configure multiple bid and ask orders using an order-level count, an amount step, and a spread step. The level count sets the number of orders on each side. The amount parameter increases or decreases the size of each…

CryptoMarket makingExecutionMarket microstructure
Amberdata research

The newsletter links Bitcoin’s recent weakness to U.S. market sentiment and argues that BTC continues to behave like a risk-sensitive asset. It notes rising Bitcoin volatility and shifting institutional options activity between IBIT and Deribit. It also…

CryptoOptionsVolatilitySentiment
Freqtrade

This crypto trading strategy uses TD Sequential style counts on hourly candles. A buy count increments when each close is below the close four bars earlier; a sell count increments when each close is above that reference. The strategy looks for a price…

CryptoTechnical indicatorsTrend followingRisk management
Cryptohopper blog

The article explains how volume can add context to price action. It describes higher trading activity as often accompanying volatility and breakouts, and notes that historically busy price zones may act as areas of support or resistance. It presents three…

CryptoTechnical indicatorsVolatilityMomentum