learn2learn
Meta-learning framework
A PyTorch library that accelerates meta-learning research by providing utilities and interfaces to create new algorithms and domains.
A PyTorch Library for Meta-learning Research
3k stars
32 watching
353 forks
Language: Python
last commit: 6 months ago
Linked from 2 awesome lists
few-shotfinetuninglearn2learnlearning2learnmamlmeta-descentmeta-learningmeta-optimizationmeta-rlmetalearningpytorch
bharathgs/awesome-pytorch-list
windmaple/awesome-automlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 tristandeleu/pytorch-meta | Provides tools and datasets for meta-learning and few-shot learning in deep learning | 1,987 |
 ikostrikov/pytorch-meta-optimizer | A PyTorch implementation of meta-learning using gradient descent to adapt to new tasks. | 312 |
| tristandeleu/pytorch-maml-rl | Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks | 827 |
 ahirner/pytorch-retraining | An experiment and benchmarking framework for evaluating the effectiveness of transfer learning in PyTorch-based deep learning models | 170 |
 learning-at-home/hivemind | A PyTorch library for decentralized deep learning across the Internet. | 2,051 |
 minqi/learning-to-communicate-pytorch | This project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments. | 346 |
 pytorch/ignite | A high-level library to help with training and evaluating neural networks in PyTorch | 4,531 |
| pytorch/torchtitan | A native PyTorch library for large-scale language model training with distributed training capabilities | 2,615 |
 dmmiller612/sparktorch | A PyTorch implementation on Apache Spark for distributed deep learning model training and inference. | 339 |
 prabhuomkar/pytorch-cpp | A C++ implementation of PyTorch tutorials | 1,965 |
 furkanu/deeplearning.ai-pytorch | Re-implementation of Coursera's Deep Learning specialization assignments in PyTorch | 149 |
| pytorch/examples | A collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning. | 22,428 |
 unslothai/hyperlearn | An optimized machine learning framework for improved performance and reduced memory usage on various hardware configurations. | 1,850 |
 dragen1860/learningtocompare-pytorch | An implementation of the Learning to Compare paper in PyTorch | 251 |
 yunjey/pytorch-tutorial | A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. | 30,286 |