Results 8 issues of Michael Bommarito

**Is your feature request related to a problem? Please describe.** It appears that all `gs` usage was removed in 2020. However, ghostscript is still installed, e.g., in `Dockerfile`. This results...

## Feature Description For research and CI/CD testing purposes, full transparency or determinism w.r.t. random state is often desirable. `differential-privacy` makes a `SeededLaplaceMechanism` available for this purpose, but it looks...

Type: New Feature :heavy_plus_sign:

## Feature Description DP is valuable in many "traditional" machine learning pipelines, and sklearn is the largest "traditional" ML ecosystem in Python. Would examples or first-class support for scikit-learn `Pipeline`...

Type: Epic :call_me_hand:

## Problem Description Downstream libraries or academic researchers using `differential-privacy` may desire to implement deterministic tests or substitute an alternative source of randomness, e.g., external random source. However, RNG and...

Add metadata to structured representations for etymology/language of origin. For example: ``` A AVER ET TENER | L. Fr. (L. Lat. habendum et tenendum.) To have and to hold. Co....

enhancement
help wanted

Add metadata to structured representations for citations. For example: ``` ABIDE | To “abide the order of the court” means to perform, execute, or conform to such order. Jackson v....

enhancement
help wanted

# Summary Given that this library is largely an interface to hash maps of strings in rust, we can get "free" 5-25% free speedups by using stable, well-tested drop-ins like...

Inspired by the SuperBPE results this week, we had Claude Code clean up some old R&D work that others might find interesting. We had some early success with 170M model...