edge-ml
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1
Data and model versioning
zenml
ZenML 🙏: MLOps framework to create reproducible pipelines.
1768
121
modelstore
🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
153
4
whylogs
The open source standard for data logging
845
46
lakeFS
Git-like capabilities for your object storage
2311
222
Hub
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
4353
361
terminusdb
TerminusDB is an open source toolkit for building collaborative applications.
1700
82
clearml
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
3052
422
aim
Aim — an easy-to-use and performant open-source experiment tracker.
2254
137
MLWatcher
MLWatcher
MLWatcher is a python agent that records a large variety of time-serie metrics of your running ML classification algorithm.
It enables you to monitor in real time :
90
15