Mighty PyTorch Trainer

A mighty trainer for your torch models with online progress monitoring. Powered by Visdom.

• Getting started
  • Installation
  • Start a Visdom server
  • Train a model
• Trainers
  • Main trainers
  • Idle test “trainer”
  • Interpretable mask trainers
• Monitors
  • Monitors
  • Mutual Information Estimates
  • Accuracy measures
  • Timer and schedulers
  • Visdom server
• Loss wrappers
  • mighty.loss.ContrastiveLossSampler
  • mighty.loss.TripletLossSampler
  • mighty.loss.TripletCosineLoss
• Models
  • mighty.models.MLP
  • mighty.models.AutoencoderLinear
  • mighty.models.SerializableModule
• Other
  • Mean and variance online measures
  • Data loader with simple API
  • Inverse normalizations of data transforms
  • Finding a layer
  • Working with batches
  • Miscellaneous
  • Layer hooks
  • Convert a model to the train or test mode
  • Signal processing and statistics
  • Stubs
  • Constants