Deprecated Modules

Below is a list of deprecated modules in Lightning Bolts.

These modules are not being actively maintained by the Lightning Team, however we welcome the community to help keep them up to date!

Callbacks

• Self-supervised Callbacks
  • BYOLMAWeightUpdate
  • SSLOnlineEvaluator
• Variational Callbacks
  • Latent Dim Interpolator
• Vision Callbacks
  • Confused Logit
  • Tensorboard Image Generator

DataLoaders

• AsynchronousLoader

Losses

• Object Detection
  • GIoU Loss
  • IoU Loss
• Reinforcement Learning
  • DQN Loss
  • Double DQN Loss
  • Per DQN Loss

Models

• How to use models
  • Predicting on your data
  • Finetuning on your data
  • Train from scratch
  • For research
• Autoencoders
  • Basic AE
  • Basic VAE
• Convolutional Architectures
  • GPT-2
  • Image GPT
  • Pixel CNN
  • UNet
  • Semantic Segmentation
• GANs
  • Basic GAN
  • DCGAN
  • SRGAN
• Object Detection
  • Faster R-CNN
  • RetinaNet
  • YOLO
• Reinforcement Learning
  • Module authors
  • DQN Models
  • Policy Gradient Models
  • Actor-Critic Models
• Self-supervised Learning
  • Use cases
  • Contrastive Learning Models
• Classic ML Models
  • Linear Regression
  • Logistic Regression

Learning Rate Schedulers

• Linear Warmup Cosine Annealing

Data Processing

• Self-supervised learning
  • CPC transforms
  • AMDIM transforms
  • MOCO V2 transforms
  • SimCLR transforms
  • Identity class
  • SSL-ready resnets
  • SSL backbone finetuner
• Semi-supervised learning
  • Balanced classes
  • half labeled batches

Tasks

• Self-supervised Learning
  • FeatureMapContrastiveTask
  • Context prediction tasks