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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
Quantpedia
86 documents
TqSdk
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

Quant Q&A

The document asks what a continuously payable annuity means in a fixed-income context. Its answer describes an annuity as a coupon paid at regular intervals and interprets “continuous” as payments continuing indefinitely. It also shows a finite-series…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks what economic intuition can explain bull flattening and bear steepening, contrasting them with the more familiar directional stories traders sometimes associate with bad or good news. The answer focuses on how much the front end of the…

Fixed incomeUS markets
Quant Q&A

The document frames the valuation of tax liens as a bond-like cash flow problem. An investor pays delinquent property taxes, may advance later tax bills, and earns interest if the owner redeems the lien; prolonged nonpayment can instead lead to foreclosure.…

Fixed incomeRisk managementStatistics
Quant Q&A

The document examines how well parametric interest-rate volatility calculations may approximate Monte Carlo results for several types of fixed-income holdings. The author compares the methods on a small sample and explores whether instrument characteristics…

Fixed incomeRisk managementStatistics
Quant Q&A

The document discusses whether put dates on bonds coincide with coupon dates, whether exercising a put preserves the coupon, and how scheduled coupon payments are adjusted when dates fall on weekends or holidays. The responses report that put dates commonly…

Fixed income
Quant Q&A

The document explains how the time-dependent drift parameter, theta, in the Hull–White short-rate model is obtained from the market discount curve. The formula presented requires the instantaneous forward rate and its maturity derivative, which in turn…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how to infer forward rate volatilities for a Libor market model from at-the-money cap prices and volatilities. It presents an attempted fit of a Rebonato-style parametric volatility curve, using a least-squares optimizer and Bachelier…

Fixed incomeVolatilityDerivatives pricingStatistics
Quant Q&A

The document discusses how par and net-proceeds asset swaps represent bond price and swap value, and why their calculated spreads can differ. In a par structure, the bond’s price relative to par is reflected through an off-market swap component; in a…

Fixed incomeDerivatives pricingMarket microstructureArbitrage
Quant Q&A

The document introduces eligible liabilities within the European bank resolution framework. It explains that these liabilities, together with a bank’s minimum capital, contribute to its minimum requirement for own funds and eligible liabilities, or MREL. The…

Fixed incomeRisk management
Quant Q&A

The question concerns how to derive a 1.5-year forward rate under OIS discounting when the available curve instruments have annual fixed payments and more frequent floating payments. It asks whether intermediate rates must be interpolated from full-year swap…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document addresses a weighting problem in parametric value-at-risk when a newly starting interest rate swap has zero net present value. Since market-value portfolio weights assign no weight to a par swap, using position value alone misses its rate…

Fixed incomeDerivatives pricingRisk managementPortfolio construction
Quant Q&A

Under a risk-neutral probability measure, discounted stock prices are martingales. With a deterministic bank account growing at the per-period risk-free rate, the conditional expectation of the stock’s future discounted value equals its current value.…

Derivatives pricingStatisticsFixed income
Quant Q&A

The document explains the standard consumption-based asset pricing intuition for how lower consumption growth volatility affects interest rates and the equity premium. Investors value smoother consumption, so higher uncertainty can increase precautionary…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

The document considers how a contractual spread changes the duration of a floating-rate bond. With no spread, it describes the price as the next reset or coupon-related cash flow discounted to the next payment date, yielding duration equal to the time until…

Fixed incomeRisk managementStatistics
Quant Q&A

The note addresses whether a bond yield curve can supply discount factors that incorporate credit risk, instead of deriving default probabilities from a credit default swap curve. It says the curve can be treated as a funding curve and used to obtain risky…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document asks how to size 10-year Treasury micro futures against a full-sized 10-year note futures contract when adjusting exposure for volatility. It reports an estimated volatility ratio of 5.125 between the micro and full-sized contracts and seeks the…

FuturesFixed incomeVolatilityPosition sizing
Quant Q&A

The document asks how the familiar par swap rate formula follows when the forward and discount curves are identical. The answer values a swap as a fixed-rate bond position offset by a floating-rate bond position. In a single-curve framework, the…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how to turn a 13-week Treasury bill’s quoted bank discount rate into a daily risk-free return for calculating excess returns. The quote is divided by 100, then translated using the bill’s price and days remaining to maturity. Since the…

Fixed incomeUS marketsRisk managementStatistics
Quant Q&A

This exchange clarifies which forward LIBOR rate corresponds to a caplet’s expiry and accrual tenor in a multi-curve LIBOR Market Model. The example uses a caplet expiring in three years with a half-year tenor. Its underlying rate is the forward rate for the…

Fixed incomeDerivatives pricingOptionsStatistics
Quant Q&A

The document considers how to extend a bond’s historical yield or price series beyond the period when that individual bond existed. Its proposed approach is to fit a smooth curve to a group of comparable bonds at each point in time, choosing the curve to…

Fixed incomeStatistics
Quant Q&A

The document addresses whether yield-curve forecasting should model yield levels or changes in yield. Its answer recommends forecasting simple changes in yield to maturity, rather than percentage changes, and frames those changes as the relevant invariant…

Fixed incomeStatistics
Quant Q&A

The document explains the link between self-financing replication and funding constraints in derivative valuation under counterparty credit and funding risk. A self-financing portfolio cannot receive or return external cash while it is being managed, so its…

Derivatives pricingRisk managementFixed income
Quant Q&A

The note outlines a factor-based way to attribute inflation-linked bond portfolio returns to nominal rates, real rates, and break-even inflation. Start with observed nominal and real bond prices or yields, transform them into zero or forward curves, and…

Fixed incomeRisk managementPortfolio constructionStatistics
Quant Q&A

The question compares a single-rate discount factor with one that incorporates the shape of the yield curve through successive forward LIBOR rates. The proposed approach accumulates discounting across periods, using the applicable forward rate for each…

Fixed incomeDerivatives pricing