Skip to main content

Python package to explore the loss landscape of Machine Learning models

Project description

PyLandscape

Introduction

pylandscape is a Pytorch library for loss landscape analysis of neural networks. The library enables computing the following metrics:

NOTE: All the functionalities relative to the computation of the Hessian metrics have been embedded via PyHessian. If your interested in learning more about how these metrics are computed have a look to their Repository.

Usage

Install from Pip

You can install the library from pip:

pip install pylandscape

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pylandscape-0.1.0a0.tar.gz (15.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pylandscape-0.1.0a0-py3-none-any.whl (19.5 kB view details)

Uploaded Python 3

File details

Details for the file pylandscape-0.1.0a0.tar.gz.

File metadata

  • Download URL: pylandscape-0.1.0a0.tar.gz
  • Upload date:
  • Size: 15.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pylandscape-0.1.0a0.tar.gz
Algorithm Hash digest
SHA256 288d7336777c6894d6be7aa7110f8994bfb79010c0282b1f9fcc2aa7523967cc
MD5 37e59cd70a2c6ffc084e66bb8b773b38
BLAKE2b-256 090b70e5dd2ef48065539eb58b7992e93a3d9b31c06e2766be0e0eeb686fa929

See more details on using hashes here.

Provenance

The following attestation bundles were made for pylandscape-0.1.0a0.tar.gz:

Publisher: release.yml on balditommaso/PyLandscape

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file pylandscape-0.1.0a0-py3-none-any.whl.

File metadata

  • Download URL: pylandscape-0.1.0a0-py3-none-any.whl
  • Upload date:
  • Size: 19.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for pylandscape-0.1.0a0-py3-none-any.whl
Algorithm Hash digest
SHA256 a0aeedb9f15821a932ef65165cfe13de7140b6a7d13a27a640c883342e817bfd
MD5 a06e70cf396b19d459043a9088c85831
BLAKE2b-256 f08997e4c27e2b1e2a0a2882c6138ecc0b41ed5d7c38fe8eaa8558d4b9f752ad

See more details on using hashes here.

Provenance

The following attestation bundles were made for pylandscape-0.1.0a0-py3-none-any.whl:

Publisher: release.yml on balditommaso/PyLandscape

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page