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meta-learning-algorithms

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ZhiningLiu1998 / mesa

Star 111

[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

Star 66

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

Star 51

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

Star 28

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 Nov 27, 2024
  • Python

JosephKJ / PyTorch-MAML-and-Reptile

Star 18

MAML and Reptile sine wave regression example in PyTorch

pytorch reptile maml meta-learning pytorch-implementation meta-learning-algorithms
  • Updated Jan 26, 2020
  • Python

HectorMozo3110 / meta_cognitive_self_model_agents

Star 6

Modular framework for building self-modeling artificial agents with explicit internal state representation and meta-cognitive capabilities. Includes RL, hybrid, and dummy policies with integrated SelfModel monitoring and scientific metrics.

open-source machine-learning modular reinforcement-learning python3 artificial-intelligence reinforcement-learning-algorithms multi-agent-systems open-research autonomous-systems scientific-software self-awareness cognitive-agents meta-learning-algorithms neurosymbolic-ai introspective-ai neureonmindflux-research-lab ai-agents-meta-cognition self-modeling-artificial-intelligence-hybrid-ai
  • Updated Jul 13, 2025
  • Python

tylerbessire / PUMA-Program-Understanding-Meta-learning-Architecture

Star 2

PUMA – Program Understanding & Meta-learning Architecture Neuroscience-inspired meta-learning system for solving ARC-AGI-2 tasks through RFT-(Relational Frame Theory), symbolic reasoning, neural guidance, and test-time adaptation. #ARC2025

ai sentience neural-symbolic-reasoning meta-learning-algorithms test-time-adaptation relational-frame-theory conscious-ai behavioral-ai arc-agi-2
  • Updated Nov 23, 2025
  • Python

Geo3D-AI-CSU / Reptile_CRUNet_plusplus

Star 1

A recurrent neural network surrogate model with few-shot learning strategy for CO2 storage in deep subsurface saline aquifer

meta-learning surrogate-model meta-learning-algorithms co2-storage deep-subsurface-saline-aquifer
  • Updated May 13, 2025
  • Jupyter Notebook

aaditya29 / Stanford-AI-Professional

Star 0

Stanford-AI-Professional-Course

python nlp machine-learning natural-language-processing meta reinforcement-learning computer-vision deep-learning graph-algorithms natural-language-understanding meta-learning-algorithms
  • Updated Dec 4, 2024

ajithksenthil / PrototypeRankNet

Star 0

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

Susheel-1999 / MAML_algorithm

Star 0

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

Eduardo-RP / MeL_Unsupervised_Tasks

Star 0

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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