meta-learning-algorithms

Here are 8 public repositories matching this topic...

ZhiningLiu1998 / mesa

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

Updated Jun 17, 2024
Jupyter Notebook

sungyubkim / GBML

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A collection of Gradient-Based Meta-Learning Algorithms with pytorch

pytorch reptile maml meta-learning few-shot-learning meta-learning-algorithms gradient-based-meta-learning cavia implicit-maml neumann-approximation

Updated Dec 9, 2019
Python

shenqq377 / Q-Net

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Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation

prototype image-segmentation anomaly-detection few-shot-learning meta-learning-algorithms

Updated Dec 5, 2023
Jupyter Notebook

sail-sg / optim4rl

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Optim4RL is a Jax framework of learning to optimize for reinforcement learning.

reinforcement-learning optimization optimizer reinforcement-learning-algorithms optimization-algorithms meta-learning jax learning-to-learn optimizers meta-learning-algorithms learning-to-optimize meta-learning-algorithm

Updated Aug 6, 2024
Python

JosephKJ / PyTorch-MAML-and-Reptile

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MAML and Reptile sine wave regression example in PyTorch

pytorch reptile maml meta-learning pytorch-implementation meta-learning-algorithms

Updated Jan 26, 2020
Python

Susheel-1999 / MAML_algorithm

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An implementation of Model Agnostic Meta Learning (MAML) algorithm using pytorch

meta deep-learning pytorch maml meta-learning meta-learning-algorithms maml-algorithm

Updated May 30, 2021
Jupyter Notebook

ajithksenthil / PrototypeRankNet

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Prototypical Network implementation for prototype classes that allow you to make a ranking for a concept

deep-learning nlp-machine-learning prototypical-networks meta-learning-algorithms prototype-class

Updated May 3, 2024
Python

Eduardo-RP / MeL_Unsupervised_Tasks

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Task Generation Scheme for the Meta-Unsupervised Algorithm

machine-learning-algorithms one-shot-learning zero-shot-learning few-shot-learning learning-to-learn meta-learning-algorithms

Updated Jul 23, 2024

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meta-learning-algorithms

Here are 8 public repositories matching this topic...

ZhiningLiu1998 / mesa

sungyubkim / GBML

shenqq377 / Q-Net

sail-sg / optim4rl

JosephKJ / PyTorch-MAML-and-Reptile

Susheel-1999 / MAML_algorithm

ajithksenthil / PrototypeRankNet

Eduardo-RP / MeL_Unsupervised_Tasks

Improve this page

Add this topic to your repo