xmen
Contents:
Xmen
Tutorial
Examples
Xmen Experiment Classes
Cheat Sheet
FAQ
API
xmen
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xmen: fast and reproducible experimentation!
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xmen: fast and reproducible experimentation!
¶
Contents:
Xmen
xmen
Installation
Tutorials, Examples, Documentation
Dependencies
Author, Issues, Contributions
Tutorial
Defining Experiments
Functional Experiments
Class Experiments
Running Experiments
1. xmen command line interface
2. Adding an Experiment to Xmen
3. Initialising an experiment folder
4. Update default parameters
5. Register experiments
6. Run experiments
Features
Experiment Visualisation
Git support
Automatic Record Keeping
Note Taking
Conda support
Interfacing with the slurm job scheduler
Language agnostic experiment configuration
Clean Up
Next Steps
Examples
Introduction
Hello World
A little more detail
The Monitor Class
Logging
Messaging
Messgaging Multiple Experiments
Using a leader
A Full example
The TorchMonitor Class
Automatic Checkpointing
Tensorboard Logging
Pytorch experiments with Xmen
DCGAN using the functional api
DCGAN using the class api
Generative modelling with inheritance
Xmen Meets Pytorch Lightning
Xmen Experiment Classes
Defining Experiments
Automatic Documentation
Configuring Experiments
Inheritance
Configuring
Registering
Running
Cheat Sheet
xmen
FAQ
Create a frozen package
Xmen is too slow!
API
functional
experiment
monitor
Monitor
TorchMonitor
Hooks
Helpers
lightning
utils
manager
config
Indices and tables
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Index
Module Index
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