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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
Quantopian lectures
45 documents
Binance API docs
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

5,701 documents

BigQuant

The document explains a convertible-bond rotation strategy that ranks bonds by absolute price and holds a selected group of the cheapest issues. Unlike a double-low approach, it does not use conversion premium as a selection variable. Its thesis depends on…

OptionsFixed incomeChina marketsBacktesting
Cryptohopper blog

The article explains how tokenization represents claims or economic rights linked to tangible and intangible assets as blockchain-based tokens. It describes fractional ownership and the use of smart contracts to automate functions such as settlement and…

CryptoMulti-assetFixed incomeCommodities
FMZ forum

The document presents a flow-based framework for macro trading, arguing that traders should study how liquidity and credit move through central banks, commercial banks, companies, and shadow banks. It explains how bank lending creates deposits, why…

Multi-assetFixed incomeForexMarket microstructure
BigQuant

This document summarizes a research note on building a systematic framework for allocating among asset classes, with a focus on domestic equities and bonds. It says the research team had worked on asset allocation for several years and began consolidating…

Multi-assetEquitiesFixed incomePortfolio construction
BigQuant

This research note organizes convertible-bond factors into three groups: factors from the underlying stock, factors describing the bond-stock relationship, and the convertible bond’s own price and volume behavior. It reports that earnings yield and…

Fixed incomeOptionsFactor investingBacktesting
BigQuant

This Chinese-language research digest summarizes two topics. The first concerns systematic style investing in fixed income: it reports that value, momentum, carry, and defensive premia have shown notable results in both government and corporate bonds,…

Fixed incomeFactor investingMomentumCarry
BigQuant

This research summary reviews how unexpected U.S. monetary policy changes affected U.S.-registered stock and bond mutual funds from 2009 through early 2017. It measures policy surprises using narrow-window changes in Treasury yields around Federal Open…

Multi-assetFixed incomeEquitiesStatistics
BigQuant

This report summary introduces over-the-counter options as customized, non-standardized contracts negotiated between counterparties or arranged through an intermediary. It focuses on binary, or digital, options, whose payoff is discontinuous: at expiry the…

OptionsDerivatives pricingFixed incomeStatistics
BigQuant

This report uses a cycle model to assess global markets in 2018. It identifies recurring short, medium, and long cycles in year-over-year financial and economic indicators, and says regression analysis supports their role in asset-price movements. The…

Multi-assetStatisticsEquitiesFixed income
Amberdata research

This podcast recap summarizes an interview with Dakota’s founder about stablecoins, tokenized real-world assets, institutional adoption, and crypto-oriented business banking. It presents stablecoins as a potential way for fintech firms and businesses to move…

CryptoFixed incomeDeFiRisk management
BigQuant

This study treats a convertible bond as combining straight-bond value and embedded equity-option value, and examines how bond returns relate to the underlying stock. It reports positive return correlation across conversion-status groups, with average…

Fixed incomeOptionsFactor investingPortfolio construction
BigQuant

Gerber statistics offer a threshold-based way to estimate dependence between asset returns. Each return is classified by whether it rises or falls beyond an asset-specific threshold; paired observations count as concordant when both move substantially in the…

StatisticsPortfolio constructionEquitiesFixed income
Lumibot

This strategy rebalances a portfolio when asset weights move far enough from their targets. It calculates each holding's drift, then sells assets above target and buys those below target. Users specify target assets and weights, choose a drift threshold, and…

Portfolio constructionRisk managementExecutionEquities
SuperMind

The document explains reverse repurchase agreements as secured short-term financing: one party sells securities for cash and agrees to repurchase them later at a higher price, with the price difference functioning as interest. It outlines the transaction’s…

Fixed incomeRisk managementMarket microstructure
BigQuant

This report summary presents a strategic allocation framework that shifts the budgeting unit from asset classes to macroeconomic drivers, aiming to reduce exposure to changing correlations among assets. Principal component analysis is used to derive five…

Multi-assetFactor investingPortfolio constructionRisk management
vn.py community

A forum user asks how to import bond data for backtesting when signals may depend on yield to maturity, while trades use full price. The question also raises the handling of clean and full prices, tick data, and the difficulty of applying price adjustment…

Fixed incomeBacktestingExecution
BigQuant

This report overview describes Vanguard’s growth, product mix, and emphasis on keeping investment costs low. It presents historical figures for assets, product counts, investor reach, and average fees, and discusses the firm’s expansion into ETFs and…

Multi-assetEquitiesFixed incomePortfolio construction
BigQuant

The document outlines conservative investing as an approach that prioritizes limiting losses and seeking dependable returns over pursuing the highest possible growth. It presents long holding periods and restrained trading as ways to reduce the influence of…

Risk managementPortfolio constructionFixed incomeEquities
ProRealCode

This document describes a long-only strategy for a Bund contract CFD on a four-hour chart. Entries are triggered when a normalized, smoothed price-action indicator reaches either extreme threshold or crosses above zero, with Monday entries excluded. The…

FuturesFixed incomeTechnical indicatorsTrend following
BigQuant

This report summary outlines a fixed-income-plus-equity portfolio design in three stages: strategic allocation, tactical timing, and capital management. Strategic weights are set with a mean-variance model using broad equity and bond indices, with periodic…

Multi-assetFixed incomeEquitiesPortfolio construction
BigQuant

The document summarizes research that classifies corporate bond funds as liquidity demanders or suppliers according to how their trades align with dealer inventory cycles. Using TRACE transactions and fund holdings, the underlying study infers inventory…

Fixed incomeMarket microstructureRisk managementStatistics
Amberdata research

This document summarizes a Q2 2024 survey of 100 senior digital asset professionals and interviews with industry contributors. Respondents report existing crypto allocations and expectations for further adoption. They also describe potential blockchain…

CryptoFixed incomeMulti-assetDeFi
Quant Q&A

The document explains why current rates for senior, junior, and mezzanine real estate financing are difficult to estimate from a single benchmark. Borrowing costs vary with the risk-free rate, the project’s risk premium, and the developer’s perceived credit…

Fixed incomeRisk managementMulti-asset
Quant Q&A

The document works through the present value of thirteen annual payments of $365, with the first payment due four years from now and a 3% interest rate. Its two-stage calculation first values the thirteen-payment annuity at the date three years from today,…

Fixed incomeStatistics