python-based Trust Region Optimization toolbox
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
Fides - A python package for Trust Region Optimization
About Fides
Fides implements an Interior Trust Region Reflective for boundary constrained optimization problems based on the papers ColemanLi1994 and ColemanLi1996. Accordingly, Fides is named after the Roman goddess of trust and reliability.
Fides can be installed via pip install fides. Further documentation is
available at Read the Docs.
Features
- Boundary constrained and unconstrained interior trust-region optimization
- Reflective, truncated and optimization based boundary heuristics
- Exact, 2D and CG subproblem solvers
- BFGS, DFP, SR1, Broyden (good and bad) and Broyden class iterative Hessian Approximation schemes
- SSM, TSSM, FX, GNSBFGS and custom hybrid Hessian Approximations schemes
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
fides-0.8.0.tar.gz
(31.0 kB
view details)
File details
Details for the file fides-0.8.0.tar.gz.
File metadata
- Download URL: fides-0.8.0.tar.gz
- Upload date:
- Size: 31.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bde89c10c4a346f5a5b9dd6994f8e5f11ec871f9725fcf0efabfeb0c56ad9c94
|
|
| MD5 |
30e5763f299ba734ea3e02109c553a71
|
|
| BLAKE2b-256 |
d3a5224d392b0417b243d07e748919a1060e1cbdc606f1319a9685ceb5073e73
|
Provenance
The following attestation bundles were made for fides-0.8.0.tar.gz:
Publisher:
deploy_release.yaml on fides-dev/fides
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
fides-0.8.0.tar.gz -
Subject digest:
bde89c10c4a346f5a5b9dd6994f8e5f11ec871f9725fcf0efabfeb0c56ad9c94 - Sigstore transparency entry: 692107423
- Sigstore integration time:
-
Permalink:
fides-dev/fides@a81933d4b10d3631e213d16de05d16810619e9da -
Branch / Tag:
refs/tags/0.8.0 - Owner: https://github.com/fides-dev
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
deploy_release.yaml@a81933d4b10d3631e213d16de05d16810619e9da -
Trigger Event:
release
-
Statement type:
