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classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, induction network
few_shot_learning's Introduction
Each folder contains an implementation of each model.
- data_helper. data processing
- model. model construction
- trainer. train model
- metrics. performance metrics
- config.json Configuration files for model parameters and training parameters
- paper: Few-Shot Text Classification with Induction Network
- paper: Learning to Compare: Relation Network for Few-Shot Learning
- paper: Prototypical Networks for Few-shot Learning
- paper: Siamese Neural Networks for One-shot Image Recognition
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