Questions tagged [tensorflow-data-validation]
The tensorflow-data-validation tag has no usage guidance.
tensorflow-data-validation
48
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How can I save a customized version of CIFAR-10 from Pytorch code and use it in TensorFlow Colab code?
I have a Pytorch program that produces a customized version of CIFAR-10 on the fly (it does not save that customized CIFAR-10,but the program downloads the original dataset, customizes it, and uses it ...
- 16
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61
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Installation of tensorflow_data_validation in Jupyter Notebook runs indefinitely
I am trying to install tensorflow_data_validation via the command pip install tensorflow_data_validation in my local Jupyter notebook environment, but the installation gets stuck and never completes. ...
- 1
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1
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74
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By excel vba adding checkmarks to each options selected in a multi-select datavalidation dropdown list
By the following vba excel code which I found on the internet, I can select more than one option within a cell from the dv dropdown list at the same time. What I am trying to do is to add a checkmark ...
- 23
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170
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How to define features presence in a TensorFlow Data Validation schema?
I want to create a new TensorFlow Data Validation schema from scratch with fixed features name, type and presence.
import tensorflow_data_validation as tfdv
from tensorflow_metadata.proto.v0 import ...
- 117
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VBA: How to add formula to DataValidation
I want to add DataValidation to range (more than one Cell)
Formula:
=OFFSET(INDIRECT("System_General_Cargo[[#Headers];[Location]]");MATCH(B20;INDIRECT("System_General_Cargo[Location]&...
-1
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1
answer
332
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Problem of tensorflow data validation on google colab
When I import tensorflow data validation using
import tensorflow_data_validation as tfdv
I get
ModuleNotFoundError: No module named 'tensorflow_data_validation'
When I want to install it using
!pip ...
0
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1
answer
315
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Installing tensorflow_data_validation is causing error #tensorflow_data_validation
I'm trying to install tensorflow_data_validation but it shows the below error.
it says that i need Python version 2.7 or 3.4+ but I'm using the version 3.10.9.
Also I have the 2.11.0 version of ...
3
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3
answers
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How can I return blank cells as it is instead of printing as Zeros while using filter function
["referring to the data shown in the image while using the filter function and getting the return values, How can I return blank cells as it is instead of printing as Zeros while using filter ...
- 31
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1
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85
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tfx.components.StatisticsGen display train and eval in two different figures, is it possible to have them in a single figure as tfdv does?
a superimposed display for train/val splits using StatisticsGen
Hi,
I'm currently using tfx pipeline inside kubeflow. I struggle to have StatisticsGen showing a single graph with train and validation ...
- 11
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1
answer
99
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Problem in importing tensorflow_data_validation
I tried to import and use the tensorflow_data_validation library, but I faced this error:
ContextualVersionConflict: (google-api-core 1.25.1 (c:\users\amoosi\anaconda3\lib\site-packages), Requirement....
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2
answers
106
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relaxing the anomaly detection constraints in MLOps
I am stucked in getting this block of statement.In my serving sets there are some anomalies.
I am not getting what this below code is doing in removing the anomalies.
payer_code = tfdv.get_feature(...
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1
answer
203
views
Why I am not able to generate schema using tfdv.infer_schema()?
"TypeError: statistics is of type StatsOptions, should be a DatasetFeatureStatisticsList proto." error shows when I am generating schema using tfdv.infer_schema() option but I am not able to ...
- 29
1
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1
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703
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create a data validation using JOI module
I am new to Joi. I try to put some rules to signup users. But every new user could signup and "if" command is always executed.
const Joi = require ('joi')
const authSchema = Joi.object()....
- 39
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155
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Is it possible to install specific version of TFDV without upgrading TF?
I have problem with installing TensorFlow Data Validation (TFDV).
I have already TensorFlow installed (version 2.5.0) and I don't want to upgrade that version.
I used this command:
pip install ...
1
vote
1
answer
531
views
apache beam rows to tfrecord in order to GenerateStatistics
I have built a pipeline that read some data, does some manipulations and create some apache beam Row objects (Steps 1 and 2 in the code below). I then would like to generate statistic and write them ...
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