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Creating a pipeline with python and ml model with a dynamic release in docker hub and use that image in docker file and compose it with docker-compose

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alvisf/model_pipline_demo

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.circleci
.circleci
 
 
pdf-classification
pdf-classification
 
 
Dockerfile
Dockerfile
 
 
README.md
README.md
 
 
docker-compose.yml
docker-compose.yml
 
 
pytest.ini
pytest.ini
 
 

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Creating a naive pipeline for ML Model

Task

Creating a pipeline with python and ml model with a dynamic release in docker hub and use that image in docker file and compose it with docker-compose

Tech stack

  • CircleCi
  • Docker
  • Docker-Compose
  • Docker Hub
  • Flask
  • GitHub release

Lessons learnt

  • How to make a release in Github
  • How to Create a docker hub image from GitHub
  • How to Use Docker image from Hub In circleCi

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Creating a pipeline with python and ml model with a dynamic release in docker hub and use that image in docker file and compose it with docker-compose

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Release alpha Latest
Jul 27, 2020

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