Machine Learning Examples
Organized by:
-dataset (i.e. Iris, MNIST, ImageNet)
---framework (i.e. TensorFlow, XGBoost)
----platform (i.e. Colab, Google Cloud AI Platform, AWS SageMaker, Databricks etc.)
-----notebooks
-----scripts
-----trainer
| Framework |
Colab Notebook |
AI Platform |
KubeFlow |
MLFlow |
| TensorFlow Estimator |
|
Epsilon: DNNEstimator Single-Node Multi-GPU Training WIP |
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| TensorFlow Keras |
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ImageNet: Single-Node Multi-GPU Training WIP |
|
|
| PyTorch |
|
|
|
|
| XGBoost |
|
Census Income Data: Notebooks & Training |
|
|
| SKLearn |
|
|
|
|
| CatBoost |
|
Census Income Data:Notebook & Training |
|
|