sentence-classification
Sentence Classifications with Neural Networks (by lettergram)
Renate
Library for automatic retraining and continual learning (by awslabs)
sentence-classification | Renate | |
---|---|---|
1 | 1 | |
235 | 264 | |
- | 0.4% | |
0.0 | 8.6 | |
about 1 year ago | 3 months ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
sentence-classification
Posts with mentions or reviews of sentence-classification.
We have used some of these posts to build our list of alternatives
and similar projects.
Renate
Posts with mentions or reviews of Renate.
We have used some of these posts to build our list of alternatives
and similar projects.
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Renate: A Library for Real-World Continual Learning
Continual learning enables the incremental training of machine learning models on non-stationary data streams.While academic interest in the topic is high, there is little indication of the use of state-of-the-art continual learning algorithms in practical machine learning deployment. This paper presents Renate, a continual learning library designed to build real-world updating pipelines for PyTorch models. We discuss requirements for the use of continual learning algorithms in practice, from which we derive design principles for Renate. We give a high-level description of the library components and interfaces. Finally, we showcase the strengths of the library by presenting experimental results. Renate may be found at https://github.com/awslabs/renate.
What are some alternatives?
When comparing sentence-classification and Renate you can also consider the following projects:
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gluonts - Probabilistic time series modeling in Python
norse - Deep learning with spiking neural networks (SNNs) in PyTorch.
zamba - A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos