google-deepmind/learning-to-learn
Learning to Learn in TensorFlow
This project helps machine learning engineers improve the training process of neural networks and other models. It takes a machine learning problem (like image classification or a quadratic function) and outputs a custom-trained optimizer. This optimizer can then be used to more efficiently train other models, potentially achieving better performance or faster convergence than standard optimizers.
4,071 stars. No commits in the last 6 months.
Use this if you are a machine learning researcher or practitioner looking to develop novel optimization strategies for training your models more effectively.
Not ideal if you are looking for an off-the-shelf solution for model training and prefer to use standard, well-established optimizers without custom development.
Stars
4,071
Forks
602
Language
Python
License
Apache-2.0
Category
Last pushed
Jun 29, 2021
Commits (30d)
0
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