This is a very simple textual app for browsing a folder with deep learning experiments.
Use at your own risk.
pip install -r requirements.txt
Requires at least python3.10.
python -m expnav <path to experments folder>
The folder is expected to have the following structure:
├── experiment1
│ ├── meta.txt
│ ├── log.txt
│ ├── model.padl
│ │ ├── transform.py
│ │ [...]
│ [...]
├── experiment2
│ ├── meta.txt
│ ├── log.txt
│ ├── model.padl
│ │ ├── transform.py
│ │ [...]
│ [...]
[...]
where meta.txt
contains
parent: <name of parent experiment>
<some documentation>
The app shows a tree of all experiments with their ancestors. Detail views for the individual
experiments show the documentation text from meta.txt
, their logs, and a diff wrt to the
parent model.