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Production Level Deep Learning ⭐ 3,957

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

Continuous Adaptation For Machine Learning System To Data Changes ⭐ 16

https://blog.tensorflow.org/2021/12/continuous-ada

Tfx Kubeflow Pipelines ⭐ 15

Kubeflow pipelines built on top of Tensorflow TFX library

Fluent Tfx ⭐ 5

A fluent API layer for tensorflow extended e2e machine learning pipelines

Code for creating end-end TFX production pipeline for GPT-2.

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