A light-weight script for maintaining a LOT of machine learning experiments.
Project description
Maintaining many machine learning experiments requires much manual effort. This lightweight tool helps you currently run a LOT of experiments with simple commands and configurations. You can easily aggregate custom metrics for each experiment with a single line of code.
Install
$ pip install mlrunner
Usage
Download and edit params.yaml, then simply
$ run
When all experiments finish, start a jupyter notebook and analyze results using examine.Examiner.
See the github repo for example use cases.
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 mlrunner-0.5.9.tar.gz.
File metadata
- Download URL: mlrunner-0.5.9.tar.gz
- Upload date:
- Size: 14.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
0fa23d5987939cf9c60bbf70f3c6e809b416b7f7be3ea6e310fd40ac401c5e81
|
|
| MD5 |
910b1c605649e0513352022e8ce4e4f2
|
|
| BLAKE2b-256 |
f3138b5f9f4f4207b7e4685f40f457a4d7572f78c71d8d1f9036f5ea3c1a8de2
|
File details
Details for the file mlrunner-0.5.9-py3-none-any.whl.
File metadata
- Download URL: mlrunner-0.5.9-py3-none-any.whl
- Upload date:
- Size: 12.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.0 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8e5cf784cff788fa5a3791cba00973a7aa0c25d64cbbf27a0404c03fe4bbf8ed
|
|
| MD5 |
a598572f0a74396056bf28cc8be7e278
|
|
| BLAKE2b-256 |
f899ac6a84ed73e79375ea01253c91badb33c699fa72208f216e2deb5b206378
|
