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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

5,701 documents

Quant Q&A

The document frames a Monte Carlo pricing problem for an option on a range accrual note under a Heath-Jarrow-Morton interest-rate model. It specifies a note with quarterly coupons and a three-year maturity. Coupon amounts are formed from an average of daily…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document describes difficulties bootstrapping a one-month EURIBOR curve from deposits and six-month swap or basis quotes with QuantLib. The reported failure occurs at a long-dated instrument with a root that cannot be bracketed. The accepted answer…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses power reverse dual-currency notes through a Yen investor’s exposure to a Brazilian real and Yen-linked payoff. One explanation frames the investor as long the real forward, or equivalently as holding exposure to the real spot and a…

ForexFixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks whether a callable bond can be valued as a straight bond minus a call option on that bond. It also asks whether the difference between the straight bond's value and the callable bond's value equals a receiver swaption, based on the proposed…

Fixed incomeOptionsDerivatives pricing
Quant Q&A

The document asks whether a principal-protected note can be replicated with a call option and a strip bond while delivering a specified share of an index return, subject to a maximum return. The response suggests that the note’s participation depends on how…

OptionsFixed incomeDerivatives pricing
Quant Q&A

The document addresses whether receiving fixed in an interest rate swap is described as being long or short interest rates. Its answer separates the economic exposure from market shorthand: a receive-fixed position benefits when rates fall, much like holding…

Fixed income
Quant Q&A

This explanation shows how to derive a pricing partial differential equation under a probability measure associated with a chosen traded numéraire. If the claim value divided by the numéraire is a martingale under that measure, applying Itô’s lemma and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

This discussion explains why a higher repo rate can raise a bond’s forward price even when expensive financing might seem to make the bond less attractive. It distinguishes demand to borrow a bond from demand to sell it outright: high repo rates can reflect…

Fixed incomeCarryDerivatives pricing
Quant Q&A

The document discusses how to value a callable floating-rate note when the issuer’s credit spread changes. Its central idea is that an issuer whose credit quality improves may have an incentive to call and refinance a note that pays a spread above current…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains that a zero-month tenor in single-name credit default swaps refers to the next standard maturity date, rather than a contract with no remaining life. In the example, standard maturities fall on June 20 and December 20. On June 1, the…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks what is represented by a cash-flow-weighted sum of squared payment times and whether it is the same as convexity. The response clarifies that the weights must be present values of the cash flows, normalized by the total present value. Using…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question compares a forward discount factor implied by an initial flat yield curve with a Hull–White model bond price calculated at a later time. Substituting the expected short rate into the affine bond-pricing formula produces a very small discount…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question asks how dealers estimate mid-market rates for SOFR interest-rate swaps when public order books are not visible. It considers deriving a rate from on-the-run Treasury bonds, using recent swap transactions, or quoting swaps as spreads to Treasury…

Fixed incomeMarket makingDerivatives pricingUS markets
Quant Q&A

This discussion outlines how short-rate models can support pricing for interest-rate derivatives. A modeled short rate produces zero-coupon bond prices and, in some models, closed-form prices for bond options that can be used for products such as caps,…

Fixed incomeDerivatives pricingVolatilityStatistics
Quant Q&A

The document addresses why a Treasury futures contract's quoted price may imply a yield different from the spot yield of a Treasury with a similar stated maturity. Its answer emphasizes that the futures price should be interpreted through the eligible…

FuturesFixed incomeDerivatives pricingUS markets
Quant Q&A

The document explains why high trading volume in a short-term Treasury ETF does not imply large price moves. Volume measures trading activity, while price movement reflects changes in the value of the holdings. Short Treasury securities generally have…

Fixed incomeUS marketsPortfolio construction
Quant Q&A

Yield curve construction depends on the date at which the discount factor is set to one. The document explains that market bond prices on a trade date generally reflect settlement on a later date, so a curve built from those prices may be anchored to…

Fixed incomeDerivatives pricing
Quant Q&A

The document frames a mortgage from the borrower's perspective, expressing the value of the house less the present value of remaining mortgage payments. The original question asks how down payment, interest rate, and maturity affect that value, and how to…

Fixed incomeRisk managementPosition sizing
Quant Q&A

The document asks whether a source provides historical real yield curves across a broad set of countries. Real curves describe yields on inflation-linked bonds, and the question distinguishes them from nominal curves, which many central banks publish. The…

Fixed incomeMulti-asset
Quant Q&A

The document asks how practitioners value and mark credit-risky bonds, from corporate debt to structured products. It sketches fixed-rate bond valuation using a government yield curve plus a credit spread, and floating-rate bond valuation using a reference…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document compares ways to measure performance when a corporate bond position is built and reduced through multiple purchases and sales, with coupons and eventual redemption creating uneven cash flows. It distinguishes money-weighted measures, such as…

Fixed incomeStatisticsRisk management
Quant Q&A

The question asks how to estimate one bank’s missing 20-year credit spread using the other bank’s 20-year spread and the observed relationship between their 5- and 10-year spreads. The response first challenges the strength of the evidence: correlation…

Fixed incomeStatistics
Quant Q&A

The document explains how to express compound growth in nominal terms and in terms of purchasing power. It distinguishes a quoted nominal interest rate from a real rate: the nominal rate combines real growth and inflation multiplicatively. To report a future…

Fixed incomeStatistics