Logging/Debugging/Tracing/Managing/Facilitating long running python projects, especially a replacement of tensorboard for deep learning projects
Project description
NEETBOX
Python API, backend server, frontend, ALL IN ONE. A tool box for Logging/Debugging/Tracing/Managing/Facilitating long running python projects, especially a replacement of tensorboard for deep learning projects.
Screenshot
Dev
NEETBOX is under heavy development.
- monit multi project on one dashboard
- local/remote logging
- command line cli tools
- system monitoring
- post images/tensor as images to frontend
- plotting(scatters, line chart...)
- run python code by clicking on frontend buttons
- history automatically saved by backend
- distinguish different runs
- attach remote logging in command line cli
- compare different runs
Docs
neetbox.550w.host. (APIs are ready but we are not ready for the doc yet)
Quick Start
install neetbox:
pip install neetbox
in any python code folder:
neet init
neetbox cli generates a config file for your project named neetbox.toml
then in your code:
import neetbox
run your code and visit https://localhost:20202 to see your dashboard.
Usage Examples
how to guides provides easy examples of basic neetbox funcionalities.
Contributors
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