8 results found Sort:

alirezadir
Production-Level-Deep-Learning alirezadir
628
4.2k
unknown
164
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
ai tfx kubeflow pipeline deployment deep-learning system-design machine-learning production-system scalable-applications artificial-intelligence practical-machine-learning
Created 2019-11-19
66 commits to master branch, last one 7 months ago
PipelineAI
pipeline PipelineAI
973
4.2k
apache-2.0
347
PipelineAI
gpu tfx kafka keras redis spark docker airflow pytorch kubeflow cassandra kubernetes pipelineai tensorflow scikit-learn neural-network machine-learning artificial-intelligence
Created 2015-07-08
611 commits to master branch, last one about a month ago
GoogleCloudPlatform
mlops-with-vertex-ai GoogleCloudPlatform
113
334
apache-2.0
28
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
gcp tfx mlops vertex-ai tensorflow google-cloud-platform
Created 2021-07-21
61 commits to main branch, last one about a year ago
rafiqhasan
auto-tensorflow rafiqhasan
39
180
apache-2.0
13
Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/
tfx automl tensorflow deeplearning autotensorflow auto-tensorflow machinelearning neural-networks machine-learning
Created 2021-07-05
121 commits to main branch, last one about a year ago
tensorflow
tfx-addons tensorflow
62
123
apache-2.0
101
Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the ...
tfx mlops python tensorflow neural-network machine-learning special-interest-group
Created 2021-03-16
532 commits to main branch, last one 8 months ago
deep-diver
semantic-segmentation-ml-pipeline deep-diver
19
89
apache-2.0
5
Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
tfx mlops vertex-ai tensorflow semantic-segmentation
Created 2022-08-28
227 commits to main branch, last one 11 months ago
dimitreOliveira
bert-as-a-service_TFX dimitreOliveira
10
43
apache-2.0
3
End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
nlp tfx bert mlops tensorflow transformer deep-learning bert-as-service machine-learning
Created 2021-03-06
45 commits to main branch, last one 7 months ago
ashishpatel26
Awesome-MLOps-Course-Outline ashishpatel26
10
32
unknown
3
Awesome MLOps Course Outline
dvc tfx linux mlops course devops docker github gitlab mlflow awesome grafana outline pytorch kubeflow protheus kubernetes tensorflow mlops-community
Created 2022-12-27
2 commits to main branch, last one about a year ago