Data fitting with bayesian uncertainty analysis
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
Bumps provides data fitting and Bayesian uncertainty modeling for inverse problems. It has a variety of optimization algorithms available for locating the most like value for function parameters given data, and for exploring the uncertainty around the minimum.
Installation is with the usual python installation command:
pip install bumps
Once the system is installed, you can verify that it is working with:
bumps doc/examples/peaks/model.py --chisq bumps -h
To start the GUI use:
bumps
Documentation is available at readthedocs. See CHANGES.rst for details on recent changes.
If a compiler is available, then significant speedup is possible for DREAM using:
python -m bumps.dream.build_compiled
If you have installed from source, you must first check out the random123 library:
git clone --branch v1.14.0 https://github.com/DEShawResearch/random123.git bumps/dream/random123 python -m bumps.dream.build_compiled
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
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file bumps-1.0.5.tar.gz.
File metadata
- Download URL: bumps-1.0.5.tar.gz
- Upload date:
- Size: 1.5 MB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9a97ca9f31bc4d5dfae2413b56659ad91cdcd3fea664e98cbdcccf107103aa3a
|
|
| MD5 |
0d1ff979d4e7dd96a212b35343fed378
|
|
| BLAKE2b-256 |
3d906890849d4b9c25d93b2366a406a07ab87634f4f964f8adeef6d37bed75ff
|
Provenance
The following attestation bundles were made for bumps-1.0.5.tar.gz:
Publisher:
test-publish.yml on bumps/bumps
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
bumps-1.0.5.tar.gz -
Subject digest:
9a97ca9f31bc4d5dfae2413b56659ad91cdcd3fea664e98cbdcccf107103aa3a - Sigstore transparency entry: 1971657611
- Sigstore integration time:
-
Permalink:
bumps/bumps@2b313fd3fa047bc5a1767cdb78628645088e56ab -
Branch / Tag:
refs/tags/v1.0.5 - Owner: https://github.com/bumps
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
test-publish.yml@2b313fd3fa047bc5a1767cdb78628645088e56ab -
Trigger Event:
release
-
Statement type:
File details
Details for the file bumps-1.0.5-py3-none-any.whl.
File metadata
- Download URL: bumps-1.0.5-py3-none-any.whl
- Upload date:
- Size: 1.6 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
816fa422cfebd9d1eb66c9b2384ac507bf4a2a7ad2abe926b958a679d9a7b966
|
|
| MD5 |
419b2fdd9a5a21b128556b1b9597dcc4
|
|
| BLAKE2b-256 |
82f52f77f0bc663c13371d1c00ab8e550e2c9b11fec3c63ebf12a8336c0f534e
|
Provenance
The following attestation bundles were made for bumps-1.0.5-py3-none-any.whl:
Publisher:
test-publish.yml on bumps/bumps
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
bumps-1.0.5-py3-none-any.whl -
Subject digest:
816fa422cfebd9d1eb66c9b2384ac507bf4a2a7ad2abe926b958a679d9a7b966 - Sigstore transparency entry: 1971657674
- Sigstore integration time:
-
Permalink:
bumps/bumps@2b313fd3fa047bc5a1767cdb78628645088e56ab -
Branch / Tag:
refs/tags/v1.0.5 - Owner: https://github.com/bumps
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
test-publish.yml@2b313fd3fa047bc5a1767cdb78628645088e56ab -
Trigger Event:
release
-
Statement type:
