Examples¶
Learn how to use Fiddler with our interactive tutorials and notebooks.
Common Use Cases¶
| Fraud Detection | See example | Colab Notebook |
Connecting to Fiddler¶
| Installation and Setup | See example |
| Authorizing the Client | See example |
Baseline Dataset Upload¶
| Designing a Baseline Dataset | See example |
| Uploading a Baseline Dataset | See example |
| Customizing Your Dataset Schema | See example |
Model Registration¶
| Registering a Model | See example |
| Registering a Regression Model | See example |
| Registering a Binary Classification Model | See example |
| Registering a Multiclass Classification Model | See example |
| Registering a Ranking Model | See example |
Model Artifact Upload¶
General¶
| Uploading a Model Artifact | See example |
Model Tasks¶
| Uploading a Regression Model Artifact | See example |
| Uploading a Binary Classification Model Artifact | See example |
| Uploading a Multiclass Classification Model Artifact | See example |
ML Frameworks¶
| Uploading a scikit-learn Model Artifact | See example |
| Uploading an XGBoost Model Artifact | See example |
| Uploading a TensorFlow SavedModel Model Artifact | See example |
| Uploading a TensorFlow HDF5 Model Artifact | See example |
Publishing Production Data¶
| Streaming Live Events | See example |
| Publishing Batches of Events | See example |
| Publishing Events for Complex Data Formats | See example |
| Updating Events | See example |
Administration¶
| Inviting Users | See example |
See the README for more details.