tensorflow / tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

tensorflow/tfx-addons Issues

LLMEvaluator that evaluates model's output with LLM
Updated 5 months ago2
Support for TrinoRetrievalJob for FeastExampleGen
Updated 8 months ago
Unified BulkInference for TFX Pipeline
Updated 8 months ago2
Add a top-level Dockerfile to create a custom tfx image that includes tfx-addons
Updated 8 months ago
MLMD Model Card add colab example with more information
Updated 8 months ago5
How about adding rcParams argument in ModelCardGenerator
Updated 8 months ago2
XGBoost evaluator
Updated 8 months ago3
Cannot write model card when pipeline root is in GCS
Closed 8 months ago1
ModelCardGenerator component cannot run in Vertex AI
Updated 9 months ago4
ExampleFilter
Closed 10 months ago3
ModelCard Artifact isn't supported by the Vertex MetaData Store
Updated a year ago
Allow TFX < 1.14.0 as a dependency
Updated a year ago
GitHub Release Pusher
Closed a year ago
MultiModelPusher
Closed a year ago2
Migrate Airflow orchestrator to TFX-Addons
Updated a year ago
_parse_example error when input contains SparseTensor in predictions-to-bigquery component.
Closed a year ago
TFX + PyTorch Example
Updated a year ago10
Incomplete implementation of FilterPredictionToDictFn in predictions-to-bigquery component.
Closed a year ago
Have model cards in `HFPusher`
Updated a year ago8
Fix lint issues in predictions_to_bigquery component.
Closed a year ago
CopyExampleGen component
Updated a year ago4
Rename predictions_to_biquery to predictions_to_bigquery
Closed a year ago
EvalResultToBigQuery
Updated 2 years ago5
Integration with HuggingFace Hub
Closed 2 years ago5
Stop pipeline when ExampleValidator finds anomalies
Updated 2 years ago5
Model Card Component to generate reports about pushed models
Updated 2 years ago2
GC process for MLMD
Updated 2 years ago
[Release] 0.1.0 issue tracking
Closed 2 years ago3
Add feature_selection component?
Closed 2 years ago2
Per-user pseudonymization component
Updated 2 years ago
Transform component using Pandas
Closed 2 years ago1
TFX MLMD Client library
Updated 2 years ago5
TFX Exit Handler for Slack Notifications (or Twilio et al.)
Closed 2 years ago3
ML Lineage UI for TFX
Updated 2 years ago5
[Discussion] TFX Addons Release
Updated 2 years ago1
A load test of the exported model
Updated 2 years ago3
Outliers detection/removal component
Updated 2 years ago2
Prefect as an orchestrator
Updated 3 years ago1
TFLiteToFirebaseML Component
Updated 3 years ago5
Enter Execution Parameter from UI and trigger Pipeline
Updated 3 years ago1
Two Vertex AI components
Closed 3 years ago13
Upload Predictions to BigQuery
Updated 3 years ago
Undersampling Component
Updated 3 years ago1
Align pylintrc with the one used by TFX
Updated 3 years ago2
Sklearn Example
Closed 3 years ago2
Run linter into sklearn_example to make sure it can be run under CI
Closed 3 years ago3
[Discussion] How should we use CI for repo?
Updated 3 years ago2
Model load test TFX component
Closed 3 years ago
A SampleGen component
Updated 3 years ago2
GPU-accelerated model evaluation component using nvidia Rapids
Updated 3 years ago