piwheels

meta-learning-toolkit

Production-ready meta-learning algorithms with research-accurate implementations of MAML, Prototypical Networks, and test-time compute scaling

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install meta-learning-toolkit

Dependencies

• requests
• scikit-learn
• torchvision
• tqdm
• rich
• numpy
• pyyaml
• scipy
• torch

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
2.5.0	2025-09-05
meta_learning_toolkit-2.5.0-py3-none-any.whl (95 KB)
2.4.0	2025-09-05
meta_learning_toolkit-2.4.0-py3-none-any.whl (65 KB)
2.3.0	2025-09-05
meta_learning_toolkit-2.3.0-py3-none-any.whl (90 KB)
2.2.0	2025-09-05
meta_learning_toolkit-2.2.0-py3-none-any.whl (46 KB)
2.1.0	2025-09-05
meta_learning_toolkit-2.1.0-py3-none-any.whl (451 KB)
1.3.1	2025-09-04
meta_learning_toolkit-1.3.1-py3-none-any.whl (300 KB)
1.3.0	2025-09-04
1.2.4	2025-09-03
1.2.3	2025-09-03
1.2.2	2025-09-03
meta_learning_toolkit-1.2.2-py3-none-any.whl (169 KB)
1.2.1	2025-09-03
meta_learning_toolkit-1.2.1-py3-none-any.whl (169 KB)
1.2.0	2025-09-03
meta_learning_toolkit-1.2.0-py3-none-any.whl (169 KB)
1.1.0	2025-09-03
meta_learning_toolkit-1.1.0-py3-none-any.whl (133 KB)
1.0.7	2025-09-03
meta_learning_toolkit-1.0.7-py3-none-any.whl (67 KB)
1.0.6	2025-09-03
meta_learning_toolkit-1.0.6-py3-none-any.whl (65 KB)
1.0.5	2025-09-03
meta_learning_toolkit-1.0.5-py3-none-any.whl (55 KB)
1.0.4	2025-09-03
meta_learning_toolkit-1.0.4-py3-none-any.whl (54 KB)
1.0.3	2025-09-03
meta_learning_toolkit-1.0.3-py3-none-any.whl (51 KB)

Issues with this package?

• Search issues for this package
• Package or version missing? Open a new issue
• Something else? Open a new issue