Python client for Schedy
Schedy is your machine learning assistant. It will help you record your experiments, your results, visualize them, and it will even suggest new parameters for your next experiments!
Schedy can do useful things for you:
- Record the hyperparameters and results of all your past models.
- Suggest new hyperparameters for your next models.
- Coordinate a pool of workers (e.g. in a cluster), by making sure they stay busy trying to find the best combination of hyperparameters for your task.
And all of that in just a few lines of code! Coordinating a cluster of workers becomes as simple as this:
import schedy db = schedy.SchedyDB() exp = db.get_experiment('My Task') while True: with exp.next_job() as job: my_train_function(job)
You can follow the evolution of your experiments thanks to our online dashboard.
We also provide a command line tool, that will help you with the most repetitive tasks.
Release history Release notifications | RSS feed
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
|Filename, size||File type||Python version||Upload date||Hashes|
|Filename, size Schedy-0.1.0b6-py2.py3-none-any.whl (25.7 kB)||File type Wheel||Python version py2.py3||Upload date||Hashes View|
|Filename, size Schedy-0.1.0b6.tar.gz (20.5 kB)||File type Source||Python version None||Upload date||Hashes View|
Hashes for Schedy-0.1.0b6-py2.py3-none-any.whl