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The Top 23 Pytorch Meta Learning Open Source Projects

Open source projects categorized as Pytorch Meta Learning
Categories > Learning Resources > Meta Learning
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 10 months agopypi learn2learn} Downloads
Pytorch Meta ⭐ 1,724
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
total releases 28most recent commit a year ago
Learningtocompare_fsl ⭐ 891
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
most recent commit 5 years ago
Libfewshot ⭐ 771
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
most recent commit 3 months ago
Easy Few Shot Learning ⭐ 737
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
total releases 10most recent commit 4 months ago
Awesome Automl And Lightweight Models ⭐ 647
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
most recent commit 4 years ago
Pytorch Maml Rl ⭐ 645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
most recent commit 2 years ago
Few Shot ⭐ 520
Repository for few-shot learning machine learning projects
most recent commit 4 years ago
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14most recent commit 4 months agopypi torchopt} Downloads
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 months ago
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9most recent commit 3 months ago
Metarec ⭐ 282
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
most recent commit a year ago
Meta Detr ⭐ 219
[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation
most recent commit 2 years ago
Matchingnetworks ⭐ 209
This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset
most recent commit 7 years ago
Meta Weight Net ⭐ 189
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
most recent commit 2 years ago
Neural Process Family ⭐ 163
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
most recent commit 10 months ago
Meta Tts ⭐ 151
Official repository of https://doi.org/10.1109/TASLP.2022.3167258. More up-to-date code is in "refactor" branch.
most recent commit a year ago
Few_shot_meta_learning ⭐ 148
Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch
most recent commit 2 years ago
Deep Kernel Transfer ⭐ 142
Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
most recent commit 2 years ago
Keita ⭐ 125
My personal toolkit for PyTorch development.
most recent commit 7 years ago
Maxl ⭐ 123
The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].
most recent commit 2 years ago
Reptile Pytorch ⭐ 107
A PyTorch implementation of OpenAI's REPTILE algorithm
most recent commit 4 years ago
The 3 Most Depended On Pytorch Meta Learning Open Source Projects
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Arelu ⭐ 58
AReLU: Attention-based-Rectified-Linear-Unit
dependent packages 1total releases 1latest release January 23, 2021most recent commit 3 years agopypi activations} Downloads
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months agopypi learn2learn} Downloads
The 8 Latest Releases In Pytorch Meta Learning Open Source Projects
Torchopt ⭐ 460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
dependent packages 2total releases 14latest release November 10, 2023most recent commit 4 months agopypi torchopt} Downloads
Betty ⭐ 316
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
total releases 9latest release October 12, 2023most recent commit 3 months ago
Metann ⭐ 32
MetaModule provides extensions of PyTorch Module for meta learning
total releases 20latest release December 16, 2022most recent commit a year ago
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19latest release February 10, 2022most recent commit 10 months agopypi learn2learn} Downloads
Pytorch Meta ⭐ 1,724
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
total releases 28latest release September 20, 2021most recent commit a year ago
Arelu ⭐ 58
AReLU: Attention-based-Rectified-Linear-Unit
dependent packages 1total releases 1latest release January 23, 2021most recent commit 3 years agopypi activations} Downloads
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