tfaug
Joblib
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| tfaug | Joblib | |
|---|---|---|
| 2 | 2 | |
| 7 | 3,647 | |
| - | 1.7% | |
| 1.8 | 7.0 | |
| about 2 years ago | 8 days ago | |
| Jupyter Notebook | Python | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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.
tfaug
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Simple and Efficient Image Dataset Creator
python -m pip install git+https://github.com/piyop/tfaug
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Support creation of tf.data.Dataset (data generator) and augmentation for image.
github link
Joblib
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Celery & Scikit-Learn: Using n_jobs under a Celery task throws joblib/Loky warning
Here's a thread from a few years ago btw on using billiard as a backend for joblib. https://github.com/joblib/joblib/issues/311
What are some alternatives?
imgaug - Image augmentation for machine learning experiments.
schedule - Python job scheduling for humans.
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
celery - Distributed Task Queue (development branch)
image-statistics-matching - Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
PSpider - 简单易用的Python爬虫框架，QQ交流群：597510560
doit - task management & automation tool
tensorflow - An Open Source Machine Learning Framework for Everyone
think-async - 🌿 Exploring cooperative concurrency primitives in Python
caer - High-performance Vision library in Python. Scale your research, not boilerplate.
APScheduler - Task scheduling library for Python