model-analysis

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CVE in Pyarrow dependency

1

### System information - **Have I written custom code**: no - **OS Platform and Distribution**: N/A - **TensorFlow Model Analysis installed from**: binary - **TensorFlow Model Analysis version**: 0.45.0 -...

vanHavel

This PR bumps the range for `attrs` since I've seen it causing a conflict with many packages (like `jsonschema`, `nbformat`, `gcsfs`, `aiohttp`).

davidspek

only integer values should be passed to num_instances metric.

3

### System information - **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Linux Ubuntu 20.04.5 LTS - **TensorFlow Model Analysis installed from (source or binary)**: binary - **TensorFlow Model Analysis...

zzing0907

TFMA on Flink does not seems to be parallelizing work.

5

Hello I am running into an issue running the evaluator component of a tfx pipeline. I use the FlinkRunner for beam and the evaluator component is super slow as the...

jccarles

Breaking changes: tfma.metrics.MetricComputation `preprocessor` argument changed from accepting beam DoFn to `preprocessors` accepting a list of `Preprocessor`

1

Recent release of TFMA (0.42 - 0.43 - master) changed the DoFn argument from `preprocessor` https://github.com/tensorflow/model-analysis/blob/a5c4c709e733bffe10038ee43b07704883d843b1/tensorflow_model_analysis/metrics/metric_types.py#L396 to `preprocessors` https://github.com/tensorflow/model-analysis/blob/e1c34a8b434440efa32d6617bc922a412c77b924/tensorflow_model_analysis/metrics/metric_types.py#L440 This breaking change is not reflected in the example for custom...

EdwardCuiPeacock

TFMA analyze_raw_data function support with MultiClassConfusionMatrixPlot

3

### System information - **Have I written custom code (as opposed to using a stock example script provided in TensorFlow Model Analysis)**: No - **OS Platform and Distribution (e.g., Linux...

tybrs

Error in merge_accumulators when using keras metrics on dataflow

3

### System information - **Have I written custom code (as opposed to using a stock example script provided in TensorFlow Model Analysis)**: Yes - **OS Platform and Distribution (e.g., Linux...

zywind

Updated broken link for API reference in `More information` section

sanatmpa1

TFMA not rendering in JupyterLab

75

### System information - **Have I written custom code (as opposed to using a stock example script provided in TensorFlow Model Analysis)**: Yes, minor - **OS Platform and Distribution (e.g.,...

ConverJens

fixes [120](https://github.com/tensorflow/model-analysis/issues/120)

arghyaganguly