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77 questions
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Score of 0
0 answers
117 views

import { bundleResourceIO } from "@tensorflow/tfjs-react-native"; // model path const modelJson = require("../../assets/model/model.json"); const modelWeights = [ await require(&...
Score of 0
1 answer
82 views

I'm working on a project where I have a set of longtail data that I want to transform into a Gaussian distribution. I'm looking to achieve something similar to scikit-learn's PowerTransformer, but ...
Score of 0
1 answer
71 views

In a GCP Dataflow pipeline, I am trying to write the transformed data from Transform component into Bigquery and I get the error below. First I would appreciate if someone could let me know if there ...
Score of 1
1 answer
53 views

I have a set of multi valued features which are linked together. As an example, ItemCodes Scores AK, NA, UY 0.6, 0.2, 0.2 KG, AK 0.5, 0.5 Each Item has a corresponding score associated with it. Some ...
Score of 2
1 answer
1005 views

According to Can't install due to dependency on numpy #289, TenforFlow Transform (tft) supports Python 3.9 and there is no limitation for Mac OS on Apple silicon stated in TensorFlow Transform github. ...
Score of 0
1 answer
1071 views

I need some guidance on the approach to imputation in tensorflow/deep learning. I am familiar with how scikit-learn handles imputation, and when I map it to the tensorflow ecosystem, I would expect ...
Score of 0
1 answer
298 views

There are a variety of ways to get a dataset you can train on in tensorflow. One of the things tensorflow transform does is provide the ability to do preprocessing via AnalyzeAndTransformDataset and ...
Score of 1
1 answer
243 views

I would like to append words to the vocabulary created by tft.vocabulary that are not a part of the training samples (i.e. <mask> and <pad> tokens). I see in the docs that the tft....
Score of 1
2 answers
645 views

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 ...
Score of 0
2 answers
164 views

I am trying to replicate some data preprocessing that I have done in pandas into tensorflow transform. I have a few CSV files, which I joined and aggregated with pandas to produce a training dataset. ...
Score of 0
1 answer
905 views

Also posted the question at https://github.com/tensorflow/transform/issues/261 I am using tft in TFX and needs to transform string list class labels into multi-hot indicators inside preprocesing_fn. ...
Score of 1
0 answers
229 views

I'm interested in interactive development of a preprocessing_fn for tft.AnalyzeAndTransformDataSet. By interactive development, I mean running a standalone beam pipeline in a Jupyter Notebook and ...
Score of 1
1 answer
246 views

I am supposed to modify a function which is a part of Transorm component. It is a long series of tensorflow operations and I am not sure a. how particular steps affect processed variables b. what does ...
Score of 1
1 answer
448 views

I have implemented a custom TensorFlow Dataset for my raw data. I can download, prepare, and load the data as a tensorflow.data.Dataset as follows: import tensorflow_datasets builder = ...
Score of 0
1 answer
239 views

I've been using TFX for several projects now and have found that debuging tf.transform to be extremely challenging. My first few pipelines were composed in Airflow, which required me to commit code, ...

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