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_toc.yml
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_toc.yml
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format: jb-book
root: README
parts:
- caption: Behind the Scenes
chapters:
- file: docs/source/pre-requisite
- file: docs/source/setup-initial-environment
- file: docs/source/push-changes
- file: docs/source/thoth-aicoe-services
- caption: MNIST Classification (TensorFlow)
chapters:
- file: notebooks/tf-mnist/download_dataset
- file: notebooks/tf-mnist/training
- caption: MNIST Classification (Pytorch + NeuralMagic)
chapters:
- file: notebooks/neural-magic-torch-mnist/download_dataset
- file: notebooks/neural-magic-torch-mnist/training
- file: notebooks/neural-magic-torch-mnist/convert_model_to_onnx
- file: notebooks/neural-magic-torch-mnist/sparsify
- caption: AI Pipeline
chapters:
- file: docs/source/create-ai-pipeline
- file: docs/source/run-ai-pipeline
- caption: DevOps Lifecycle
chapters:
- file: docs/source/deploy-model
sections:
- file: docs/source/model-deployment/flask-application
- file: docs/source/test-model
- file: notebooks/test_deployed_model
- file: docs/source/monitor-model