salad
0.2
Package Overview
π Benchmarking Results
π» Installation
π Using this library
Quick Start
Reasons for using solver abstractions
Quickstart: MNIST Experiment
π‘ Domain Adaptation Problems
π· Vision
π€ Audio
α¨ Neuroscience
π References
π€ Contact
Whitepaper
Reading List
Awesome Transfer Learning
Table of Contents
Tutorials and Blogs
Papers
Surveys
Deep Transfer Learning
Fine-tuning approach
Feature extraction (embedding) approach
Multi-task learning
Policy transfer for RL
Few-shot transfer learning
Meta transfer learning
Applications
Unsupervised Domain Adaptation
Theory
Adversarial methods
Optimal Transport
Embedding methods
Kernel methods
Autoencoder approach
Subspace Learning
Self-Ensembling methods
Other
Semi-supervised Domain Adaptation
General methods
Subspace learning
Copulas methods
Few-shot Supervised Domain Adaptation
Adversarial methods
Embedding methods
Applied Domain Adaptation
Physics
Audio Processing
Datasets
Image-to-image
Text-to-text
Results
Digits transfer (unsupervised)
Challenges
Libraries
Awesome Transfer Learning
Table of Contents
Tutorials and Blogs
Papers
Surveys
Deep Transfer Learning
Unsupervised Domain Adaptation
Semi-supervised Domain Adaptation
Few-shot Supervised Domain Adaptation
Applied Domain Adaptation
Datasets
Image-to-image
Text-to-text
Results
Digits transfer (unsupervised)
Challenges
Libraries
Benchmarks
Digit Benchmarks
VisDA Benchmark and TASK-CV
Tutorials
Solvers (salad.solver)
Datasets (salad.datasets)
Introduction
Digits Datasets
Toy Datasets
Models (salad.models)
Introduction
Layers (salad.layers)
Introduction
Utilities (salad.utils)
Introduction
Scripts and Paper Implementations
Domain Adversarial Training
Cross Gradient Training
Adversarial Dropout Regularization
Virtual Adversarial Domain Adaptation
Self-Ensembling
API Reference
Solvers (salad.solver)
Submodules
salad.solver.base module
salad.solver.da.base module
salad.solver.da.advdrop module
salad.solver.da.association module
salad.solver.da.coral module
salad.solver.da.crossgrad module
salad.solver.da.dann module
salad.solver.da.dirtt module
salad.solver.da.dirtt_re module
salad.solver.da.djdot module
salad.solver.da.ensembling module
salad.solver.classification module
salad.solver.gan module
salad.solver.openset module
Datasets (salad.datasets)
Subpackages
salad.datasets.da package
Submodules
salad.datasets.da.base module
salad.datasets.da.digits module
salad.datasets.da.toy module
salad.datasets.digits package
Submodules
salad.datasets.digits.base module
salad.datasets.digits.mnist module
salad.datasets.digits.openset module
salad.datasets.digits.synth module
salad.datasets.digits.usps module
salad.datasets.transforms package
Submodules
salad.datasets.transforms.digits module
salad.datasets.transforms.ensembling module
salad.datasets.transforms.noise module
salad.datasets.transforms.noisy module
salad.datasets.visda package
Submodules
salad.datasets.visda.detection module
salad.datasets.visda.openset module
salad.datasets.visda.utils module
salad.datasets.visda.visda module
Models (salad.models)
Subpackages
salad.models.audio package
salad.models.digits package
Submodules
salad.models.digits.adv module
salad.models.digits.assoc module
salad.models.digits.corr module
salad.models.digits.dirtt module
salad.models.digits.ensemble module
salad.models.digits.fan module
salad.models.vision package
Submodules
salad.models.vision.unet module
Submodules
salad.models.base module
salad.models.gan module
salad.models.neural module
salad.models.resnet module
salad.models.sensorimotor module
salad.models.transfer module
salad.models.utils module
Layers (salad.layers)
Submodules
salad.layers.association module
salad.layers.base module
salad.layers.coral module
salad.layers.da module
salad.layers.funcs module
salad.layers.mat module
salad.layers.vat module
Utilities (salad.utils)
Submodules
salad.utils.augment module
salad.utils.base module
salad.utils.config module
salad.utils.evaluate module
salad.utils.finetune module
salad
Docs
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salad.models package
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salad.models.audio package
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salad.models.audio package
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