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Aug 1, 2021
#
machine-learning-operations
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A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
machine-learning
data-mining
awesome
deep-learning
awesome-list
interpretability
privacy-preserving
production-machine-learning
mlops
privacy-preserving-machine-learning
explainability
responsible-ai
machine-learning-operations
ml-ops
ml-operations
privacy-preserving-ml
large-scale-ml
production-ml
large-scale-machine-learning
RafalSkolasinski
commented
Feb 24, 2021
For SC Operator it may be a good idea to generate CRD manifests from inside a docker container.
This should provide reproducible generation step and avoid "produces different output on my machine" issues.
Linter should also fail if generation of manifests produce diff with the commited version.
Interactive reports to analyze machine learning models during validation or production monitoring.
data-science
machine-learning
pandas-dataframe
jupyter-notebook
html-report
production-machine-learning
mlops
model-monitoring
machine-learning-operations
data-drift
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Aug 5, 2021 - Jupyter Notebook
A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.
machine-learning
cybersecurity
awesome-list
papers
threat-detection
applied-machine-learning
machine-learning-systems
machine-learning-operations
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Sep 23, 2020
Machine Learning Engineering for Production (MLOps) Coursera Specialization
data-science
data
machine-learning
deep-learning
coursera
neural-networks
coursera-specialization
mlops
machine-learning-operations
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May 22, 2021 - Jupyter Notebook
In this tutorial we'll bring the TensorFlow 2 Quickstart to Valohai, taking advantage of Valohai versioned experiments, data inputs, outputs and exporting metadata to easily track & compare your models.
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Nov 13, 2020 - Python
Cloud Solutions for machine learning and operation.
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Nov 19, 2020 - Scala
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Pretty neat if documentation can be translated to multiple language, Mandarin, Spanish, Portuguese, Vietnamese, etc.
P1 items, after 1.0 releases