data-validation
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tensorflow
Library for exploring and validating machine learning data
Towards the goal of adding support for computing statistics over structured data (e.g., arbitrary protocol buffers, parquet data), we will populate [`path`](https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/statistics.proto#L105) for each feature instead of [`name`](https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/statistics.proto#L102) in the...
Does TFDV support reading tf.SequenceExample from TFRecords, inferring a schema over them and compute statistics from them?
Hi Paul, As discussed on SO please find below my feedback on what I think would be nice additions to this already great library: 1) possibility to merge generated stats:...
Hi, Problem: - I am unable to use tfdv with poetry due to dependencies not being resolved. For simplicity and debugging purposes, below are the steps to recreate the issues:...
The package joblib from version 0 and before 1.2.0 are vulnerable to Arbitrary Code Execution via the pre_dispatch flag in Parallel() class due to the eval() statement. My PR: [https://github.com/tensorflow/data-validation/pull/225...
The package joblib from 0 and before 1.2.0 are vulnerable to Arbitrary Code Execution via the pre_dispatch flag in Parallel() class due to the eval() statement.
Hello, I am trying to display the schema and statistics in a dashboard/UI using streamlit. I have incorporated the code in a .py file. But the visuals are coming in...
I've been looking through the detectable [anomalies](https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/anomalies.proto) and realized that I don't think there's a way to accomplish what I'd like to accomplish, which is enforce a distribution constraint on...
Fixed Install NumPy instructions link to "https://numpy.org/install/"
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Library for exploring and validating machine learning data