Skip to main content
OSTI.GOVU.S. Department of Energy Office of Scientific and Technical Information
U.S. Department of Energy
Office of Scientific and Technical Information
 

pnnl/projection_ntk

Software ·
DOI:https://doi.org/10.11578/dc.20231113.1· OSTI ID:code-115804 · Code ID:115804
 [1];  [2];  [3]; ; ; ; ; ;  [2];  [2]
  1. @MIT
  2. Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
  3. MIT CSAIL
+ Show Developer Affiliations
This is a repository for work conducted in our research paper we would like to make open source. The main features are that we forked another open source library and added functionality that enabled us to compute neural-kernel objects using random vector projection software for both computer vision and large language text models. The new features are specifically code that enables the calculation of objects we define and refer to as the projection pseudo neural tangent kernel and the projection trace neural tangent kernel; both of which are approximations of the empirical neural tangent kernel. The software that computes the projections themselves are not part of the invention, but are necessarily tied to our software and licensed via MIT license, and BSD 2 license.
Short Name / Acronym:
projection_ntk
Site Accession Number:
Battelle IPID 32904-E
Software Type:
Scientific
License(s):
MIT License; BSD 2-clause "Simplified" License
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Primary Award/Contract Number:
AC05-76RL01830
DOE Contract Number:
AC05-76RL01830
Code ID:
115804
OSTI ID:
code-115804
Country of Origin:
United States

Similar Records

Cell Controller Communication Library (cell-comm) v1.0
Software · Tue Aug 26 20:00:00 EDT 2025 · OSTI ID:code-163612
Automatic Fortran to C++ conversion with FABLE
Journal Article · Mon May 28 00:00:00 EDT 2012 · Source Code for Biology and Medicine · OSTI ID:1628964

Related Subjects