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The Top 23 Python Meta Learning Open Source Projects

Open source projects categorized as Python Meta Learning
Transferlearning ⭐ 11,065
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 11 hours ago
Auto Sklearn ⭐ 6,788
Automated Machine Learning with scikit-learn
dependent packages 15total releases 42most recent commit 6 days agopypi auto-sklearn} Downloads
Learn2learn ⭐ 2,030
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 18most recent commit 4 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 4 months ago
Fsl Mate ⭐ 1,400
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3most recent commit 5 months agopypi paddlefsl} Downloads
Meta Dataset ⭐ 679
A dataset of datasets for learning to learn from few examples
most recent commit 2 months ago
Pytorch Maml Rl ⭐ 645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
most recent commit a year ago
Libfewshot ⭐ 622
LibFewShot: A Comprehensive Library for Few-shot Learning.
most recent commit 12 days ago
Mlsh ⭐ 520
Code for the paper "Meta-Learning Shared Hierarchies"
most recent commit 4 years ago
Few Shot ⭐ 520
Repository for few-shot learning machine learning projects
most recent commit 3 years ago
Metaoptnet ⭐ 480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
most recent commit 3 months ago
Easy Few Shot Learning ⭐ 453
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
total releases 5most recent commit 2 days ago
Pykale ⭐ 371
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem
total releases 10most recent commit 2 months ago
Torchopt ⭐ 257
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
total releases 10most recent commit 6 hours ago
Openml Python ⭐ 256
Python module to interface with OpenML
dependent packages 36total releases 10most recent commit a day agopypi openml} Downloads
Pyglove ⭐ 240
Manipulating Python Programs
total releases 15most recent commit 3 days ago
Betty ⭐ 237
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
most recent commit a month ago
Mil ⭐ 236
Code for "One-Shot Visual Imitation Learning via Meta-Learning"
most recent commit 4 years ago
Metagym ⭐ 225
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
dependent packages 1total releases 9most recent commit 3 months agopypi metagym} Downloads
Robosumo ⭐ 220
Code for the paper "Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments"
most recent commit 4 years ago
Meta Detr ⭐ 219
[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation
most recent commit 7 months 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 5 years ago
Epg ⭐ 197
Code for the paper "Evolved Policy Gradients"
most recent commit 4 years ago
The 6 Most Depended On Python Meta Learning Open Source Projects
Openml Python ⭐ 256
Python module to interface with OpenML
dependent packages 36total releases 10latest release May 20, 2021most recent commit a day agopypi openml} Downloads
Auto Sklearn ⭐ 6,788
Automated Machine Learning with scikit-learn
dependent packages 15total releases 42latest release September 20, 2022most recent commit 6 days agopypi auto-sklearn} Downloads
Pymfe ⭐ 98
Python Meta-Feature Extractor package.
dependent packages 3total releases 9latest release July 07, 2020most recent commit 3 months agopypi pymfe} Downloads
Learn2learn ⭐ 2,030
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 18latest release February 10, 2022most recent commit 4 months agopypi learn2learn} Downloads
Fsl Mate ⭐ 1,400
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 5 months agopypi paddlefsl} Downloads
Metagym ⭐ 225
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
dependent packages 1total releases 9latest release June 16, 2022most recent commit 3 months agopypi metagym} Downloads
The 10 Latest Releases In Python Meta Learning Open Source Projects
Auto Sklearn ⭐ 6,788
Automated Machine Learning with scikit-learn
dependent packages 15total releases 42latest release September 20, 2022most recent commit 6 days agopypi auto-sklearn} Downloads
Torchopt ⭐ 257
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
total releases 10latest release July 26, 2022most recent commit 6 hours ago
Metagym ⭐ 225
Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.
dependent packages 1total releases 9latest release June 16, 2022most recent commit 3 months agopypi metagym} Downloads
Pyglove ⭐ 240
Manipulating Python Programs
total releases 15latest release June 10, 2022most recent commit 3 days ago
Neuralprocesses ⭐ 43
A framework for composing Neural Processes in Python
total releases 15latest release May 13, 2022most recent commit 16 days ago
Fsl Mate ⭐ 1,400
FSL-Mate: A collection of resources for few-shot learning (FSL).
dependent packages 1total releases 3latest release April 02, 2022most recent commit 5 months agopypi paddlefsl} Downloads
Learn2learn ⭐ 2,030
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 18latest release February 10, 2022most recent commit 4 months agopypi learn2learn} Downloads
Metann ⭐ 32
MetaModule provides extensions of PyTorch Module for meta learning
total releases 20latest release October 25, 2021most recent commit 3 months ago
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