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Meta Learning Python Packages

Python packages with the GitHub topic meta-learning. Sorted by relevance, with stars and monthly downloads.
google
pyglove

Manipulating Python Programs

564K 710 33
openml
openml

OpenML's Python API for a World of Data and More 💫

107K 348 270
tristandeleu
torchmeta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

28K 2K 266
tata1661
paddlefsl

FSL-Mate: A collection of resources for few-shot learning (FSL).

20K 2K 288
metaopt
torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

9K 629 43
densechen
activations

AReLU: Attention-based-Rectified-Linear-Unit

5K 62 8
learnables
learn2learn

A PyTorch Library for Meta-learning Research

4K 3K 359
wesselb
neuralprocesses

A framework for composing Neural Processes in Python

2K 89 19
ealcobaca
pymfe

Python Meta-Feature Extractor package.

2K 141 30
sileod
tasksource

Datasets collection and preprocessings framework for NLP extreme multitask learning

2K 195 11
sicara
easyfsl

Ready-to-use PyTorch code to boost your way into few-shot image classification

1K 1K 172
tanyuqian
redco

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

1K 69 7
AnasNeumann
simplemaml

A simple generic (TensorFlow) function that implements the MAML algorithm for regression problems as designed by Chelsea Finn et al. 2017

770 4 0
releaunifreiburg
deeppipe-api

DeepPipe efficiently optimizes Machine Learning Pipelines using meta-learning.

697 17 2
khedekarpratik0337
featureiq

A knowledge graph and meta-learning framework for context-aware automated feature engineering

658 8 2
vijaygovindaraja
aegis5

Aegis-5: Adaptive hybrid ensemble framework for intrusion detection in Industry 5.0 — ACM TAAS 2026

564 0 0
leopard-ai
betty-ml

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

553 348 29
pykale
pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

524 481 73
FutureAGI
xenoverse

Benchmarking general decision-making with open & random worlds

466 20 7
PaddlePaddle
rlschool

RLSchool: Excellent environments for reinforcement Learning benchmarking

442 301 61
ITMO-NSS-team
metafedot

Framework for meta-optimisation in AutoML tasks

420 39 1
asystemoffields
disco-torch

A PyTorch port of DeepMind's Disco103 — the meta-learned reinforcement learning update rule from Discovering State-of-the-art Reinforcement Learning Algorithms (Nature, 2025).

417 11 0
subhayudutta
metavisionary

Meta Learning (ProtoMAML) Package

377 1 0
azoz01
dataset2vec

Package for training and further usage of Dataset2Vec meta-model.

338 0 1
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