<no title> — adapt 0.1.0 documentation

Installation

Installation
Github

Tutorials

Choosing the right algorithm
Quick-Start

API Documentation

Feature-based
- FA
- CORAL
- SA
- fMMD
- DeepCORAL
- DANN
- ADDA
- WDGRL
- CDAN
- MCD
- MDD
- CCSA
Instance-based
Parameter-based
Metrics
Utility Functions

Synthetic Examples

Classification
Two Moons
- Setup
- Network
- Source Only
- DANN
- ADDA
- DeepCORAL
- CORAL
- MCD
- MDD
- WDGRL
- CDAN
Rotation
- Setup
- Source Only
- CORAL
- DANN
- ADDA
Toy Regression
Sample Bias 1D
- Setup
- KMM
- KLIEP
Sample Bias 2D
- Setup
- Estimator
- Source Only
- KMM
- KLIEP
Multi-Fidelity

Real Examples

Sample Bias
Fine-Tuning
- Train from Scratch
- Model-based Transfer
Deep Domain Adaptation
TrAdaBoost Experiments
- Mushrooms
- 20-NewsGroup

adapt

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<no title>

Correcting Sample Bias with Transfer Leanring

© Copyright 2020, ADAPT team, Michelin and Centre Borelli, ENS Paris-Saclay.

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