openai / supervised-reptileLinks
Code for the paper "On First-Order Meta-Learning Algorithms"
☆1,027Updated 2 years ago
Alternatives and similar repositories for supervised-reptile
Users that are interested in supervised-reptile are comparing it to the libraries listed below
Sorting:
- Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆2,701Updated 5 years ago
- Omniglot data set for one-shot learning☆1,407Updated 2 years ago
- PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400☆564Updated 7 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆378Updated 4 years ago
- A dataset of datasets for learning to learn from few examples☆794Updated last year
- Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)☆818Updated 3 years ago
- Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"☆660Updated 2 years ago
- Implementation of Meta-Learning with Latent Embedding Optimization☆311Updated 6 years ago
- Neural Turing Machines (NTM) - PyTorch Implementation☆601Updated 7 years ago
- A curated list of Meta-Learning resources/papers.☆554Updated 5 years ago
- A PyTorch implementation of Learning to learn by gradient descent by gradient descent☆317Updated 7 years ago
- The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) p…☆827Updated 2 years ago
- Implementation of "Overcoming catastrophic forgetting in neural networks" in Tensorflow☆305Updated 5 years ago
- Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch☆1,055Updated 3 years ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆871Updated 2 years ago
- Pytorch implementation of Hinton's Dynamic Routing Between Capsules☆630Updated 7 years ago
- Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning☆2,651Updated 7 years ago
- Tensorflow implementation of a Neural Turing Machine☆610Updated 4 years ago
- Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)☆542Updated last year
- Meta Learning for Semi-Supervised Few-Shot Classification☆570Updated 6 years ago
- TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)☆184Updated 5 years ago
- A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch☆2,051Updated 2 years ago
- An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf☆333Updated 7 years ago
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆460Updated 6 years ago
- This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural P…☆1,010Updated 4 years ago
- PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules☆495Updated 4 years ago
- Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow☆1,220Updated 4 years ago
- Continuum Learning with GEM: Gradient Episodic Memory☆404Updated 7 years ago
- Repository for few-shot learning machine learning projects☆1,277Updated 6 years ago
- A PyTorch implementation of OpenAI's REPTILE algorithm☆220Updated 5 years ago