Explanations & project notes

Blog

The ideas behind the research, explained in everyday language. Commentary revisits what we learned; dated updates record the work as it stood.

Guide / Market data

Adjusted close vs. raw prices in a backtest

Choose prices that match your backtest: a worked stock-split example, dividend adjustments, and checks that catch double counting.

Guide / Portfolio accounting

Ex-dividend date vs. payment date in a backtest

A dividend claim is not spendable cash. Follow a worked share-and-cash ledger from the ex-dividend date through payment and reinvestment.

Commentary / Market data

The dividend records we rejected and why

A lesson from a historical dividend audit: check that an event belongs to the security before using it to calculate returns.

Lab update / Model development

Vesper-400M: Implementation Status Before Training 

The transformer is implemented, but corpus training has not started. Software-check results, the five-file dataset pilot, and the remaining training prerequisites.

Lab update

Building a Public Research Record

Our first two technical notes, the engineering questions behind them, and how we are documenting the work at Vesper Applied.