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The Top 23 Meta Learning Open Source Projects

Open source projects categorized as Meta Learning
Categories > Learning Resources > Meta Learning
Tiered Imagenet Tools ⭐ 66
Tools for generating tieredImageNet dataset and processing batches
most recent commit 3 years ago
Iod ⭐ 63
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
most recent commit a year ago
Mct ⭐ 63
Pytorch implementation of Meta-Learned Confidence for Few-shot Learning
most recent commit 3 years ago
Audioset ⭐ 61
Fetch and use Google's AudioSet dataset
most recent commit 7 years ago
Tensorflow Maml ⭐ 61
TensorFlow 2.0 implementation of MAML.
most recent commit 5 years ago
Awesome Computervision ⭐ 60
Awesome-ComputerVision
most recent commit a year ago
Neuralprocesses ⭐ 60
A framework for composing Neural Processes in Python
dependent packages 1total releases 18most recent commit 3 months agopypi neuralprocesses} Downloads
Metad2a ⭐ 59
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
most recent commit 4 months ago
Metastyle ⭐ 59
MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer
most recent commit 3 years ago
Arxiv Daily ⭐ 58
🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update Every 12th hours)
most recent commit a year ago
Arelu ⭐ 58
AReLU: Attention-based-Rectified-Linear-Unit
dependent packages 1total releases 1most recent commit 3 years agopypi activations} Downloads
Modular Metalearning ⭐ 57
most recent commit 3 years ago
Hebbianmetalearning ⭐ 55
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
most recent commit 3 years ago
Multidigitmnist ⭐ 54
Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning
most recent commit 3 years ago
Few Shot ⭐ 54
A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.
most recent commit a year ago
E3bm ⭐ 49
PyTorch implementation of "An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning" (ECCV 2020)
most recent commit a year ago
Learning2adaptforstereo ⭐ 49
Code for: "Learning To Adapt For Stereo" accepted at CVPR2019
most recent commit 4 years ago
Metaaudio A Few Shot Audio Classification Benchmark ⭐ 48
A new comprehensive and diverse few-shot acoustic classification benchmark.
most recent commit 5 months ago
Memory Efficient Maml ⭐ 48
Memory efficient MAML using gradient checkpointing
most recent commit 4 years ago
Meta Sr ⭐ 48
Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)
most recent commit 4 years ago
Focal Iclr ⭐ 46
Code for FOCAL Paper Published at ICLR 2021
most recent commit 5 months ago
L2p Gnn ⭐ 46
Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"
most recent commit 3 years ago
Dhp ⭐ 44
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
most recent commit 2 years ago
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