BAD - Benchmarking Anomaly Detection
The BAD framework is a distributed framework for benchmarking unsupervised anomaly detection algorithms.
For details, please refer to the official documentation.
Installation
BAD can be easily installed via pip with the command:
pip install bad-framework
this installs the bad command-line interface.
Example usage
Before running experiments, you need to start the BAD server processes:
bad server-start
Then, you can run a simple experiment with:
bad run -c lof -d shuttle
this executes the famous Local Outlier Factor (LOF) algorithm on the shuttle dataset.
By default, results are stored in the file ./bad_out.csv.
The output file contains execution times, hyperparameter settings and evaluation metrics for all executed experiments.
The output file can be easily plotted with any graphing library.
Please refer to the official documentation for a complete command line reference.
Copyright © 2020 Sivam Pasupathipillai - sivam.pasupathipillai@gmail.com.
All rights reserved.
1 maintainer
Metadata
1 maintainer
Release files for bad-framework 0.1.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| bad-framework-0.1.3.tar.gz | 7.4 MB | Without provenance | Details for bad-framework-0.1.3.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| bad_framework-0.1.3-py3-none-any.whl | Python 3 | none | any | Details for bad_framework-0.1.3-py3-none-any.whl |
Total release size: 15.1 MB
Release files / bad-framework-0.1.3.tar.gz
| Download URL | bad-framework-0.1.3.tar.gz |
|---|---|
| Size | 7.4 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
207f4a5fb6ab4f4964af39fc5c698bbd285cee7ed892b6160479959426b3026b
|
|
BLAKE2b-256 checksum How to use checksums |
69c44ed80a6905785ca0bf00670d4b515e8fd7e1b8f9fb01b64d1bffc8829d1c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.1 requests-toolbelt/0.9.1 tqdm/4.55.0 CPython/3.7.5
|
Release files / bad_framework-0.1.3-py3-none-any.whl
| Download URL | bad_framework-0.1.3-py3-none-any.whl |
|---|---|
| Size | 7.6 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
b36a6e13b6cf9405f329cefbc8201c3e6e1b0856e5ecca1ca6526da66b784dd0
|
|
BLAKE2b-256 checksum How to use checksums |
df63ad5b95a138269c1e15e22591419a1177a226b3eee101be814286764df8b0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.1 requests-toolbelt/0.9.1 tqdm/4.55.0 CPython/3.7.5
|
Security for bad-framework 0.1.3
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
