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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
[P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions.
12 projects | reddit.com/r/MachineLearning | 3 Mar 2023
The paid product came out of an open source tool: https://github.com/snorkel-team/snorkel
[Discussion] - "data sourcing will be more important than model building in the era of foundational model fine-tuning"
4 projects | reddit.com/r/MachineLearning | 3 Dec 2022
Can't use load_data from utils
2 projects | reddit.com/r/learnpython | 21 Feb 2022
Actually, I referenced it in my issue as well. There seems to be different utils.py file in different folders under the snorkel-tutorials repo but the utils file we get after importing snorkel has a different [file](https://github.com/snorkel-team/snorkel/blob/master/snorkel/utils/core.py) ,i.e. the utils file is different in the main snorkel repo
[D] A hand-picked selection of the best Python ML Libraries of 2021
2 projects | reddit.com/r/MachineLearning | 21 Dec 2021
We haven't tracked posts mentioning caer yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
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fiftyone - The open-source tool for building high-quality datasets and computer vision models
argilla - ✨Argilla: the open-source data curation platform for LLMs
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spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more
opencv - Haskell binding to OpenCV-3.x
moviepy - Video editing with Python
RobustVideoMatting - Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
weasel - Weakly Supervised End-to-End Learning (NeurIPS 2021)
humanbenchmark - Memory tests solver with using OpenCV
tsdf-fusion-python - Python code to fuse multiple RGB-D images into a TSDF voxel volume.