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config.yml

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title: Introduction to TensorFlow
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tagline: Learn the basics of TensorFlow (machine learning with python)
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description: Machine Learning (ML)/Neural Network (NN) tools have recently made a huge splash with applications in data analysis, image classification, and data generation. Here we will use the Fashion MNIST dataset to classify images of clothing.
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title: TensorFlow Image Processing
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tagline: Learn the basics of image-based TensorFlow machine learning with Python
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description: Get started with Machine Learning (ML)/Neural Network (NN) tools
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tags:
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- TensorFlow
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- Python
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- Machine learning
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- Neural network
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template:
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name: TensorFlow Course
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repo: tensorFlow-course-template
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before:
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- type: createIssue
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title: Introduction
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body: 01-intro.md
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steps:
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- title: Introduction
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description: Introduction to Machine Learning
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event: issue_comment
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link: "{{ repoUrl }}/issues/1"
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link: '{{ repoUrl }}/issues/1'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: 'TRUE'
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 1
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: 'TRUE'
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- type: respond
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with: 01-install.md
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issue: 1
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- title: Install and Setup
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description: Install and setup environment
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event: issues.closed
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link: "{{ repoUrl }}/issues/1"
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link: '{{ repoUrl }}/issues/1'
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actions:
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- type: createIssue
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title: Import Packages
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body: 02-import.md
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- type: respond
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with: 01-complete.md
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issue: 1
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- title: Using Pip
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description: Use Pip to Import machine learning packages in the command line
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event: issue_comment
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link: "{{ repoUrl }}/issues/2"
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link: '{{ repoUrl }}/issues/2'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: B
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 2
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: B
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- type: respond
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with: 02-packages.md
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issue: 2
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- title: Importing Pip Packages
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description: import Numpy, MatPlotLib, and TensorFlow libraries
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description: 'import Numpy, MatPlotLib, and TensorFlow libraries'
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event: issue_comment
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link: "{{ repoUrl }}/issues/2"
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link: '{{ repoUrl }}/issues/2'
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actions:
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- type: respond
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with: 02-test-image.md
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issue: 2
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- title: Testing image data
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description: Test our libraries by displaying an image
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event: issues.closed
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link: "{{ repoUrl }}/issues/2"
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link: '{{ repoUrl }}/issues/2'
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actions:
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- type: createIssue
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title: MakeModel
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body: 03-preprocess.md
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- type: respond
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with: 02-complete.md
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issue: 2
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- title: Preprocess dataset
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description: Prepare dataset for machine learning
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event: issue_comment
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link: "{{ repoUrl }}/issues/3"
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link: '{{ repoUrl }}/issues/3'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: 'FALSE'
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 3
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: 'FALSE'
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- type: respond
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with: 03-model.md
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issue: 3
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- title: Model Generation
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description: Prepare dataset for machine learning
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event: issue_comment
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link: "{{ repoUrl }}/issues/3"
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link: '{{ repoUrl }}/issues/3'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: 'TRUE'
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 3
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: 'TRUE'
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- type: respond
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with: 03-train.md
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issue: 3
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- title: Training Model
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description: Train our model to recognize articles of clothing
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event: issue_comment
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link: "{{ repoUrl }}/issues/3"
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link: '{{ repoUrl }}/issues/3'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: 2
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 3
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: 2
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- type: respond
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with: 03-eval.md
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issue: 3
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- title: Evaluating Model
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description: Train our model to recognize articles of clothing
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event: issue_comment
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link: "{{ repoUrl }}/issues/3"
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link: '{{ repoUrl }}/issues/3'
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actions:
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- type: gate
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left: '%payload.comment.body%'
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operator: ==
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right: C
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else:
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else:
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- type: respond
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with: incorrect.md
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issue: 3
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data:
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data:
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commentBody: '%payload.comment.body%'
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correctAnswer: C
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- type: respond

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