Inspecting a Dataset for Bias using TensorFlow Data Validation and Facets Overview のレビュー

Kapoor Prakhar · 1年以上前にレビュー済み

Grottel Julianna · 1年以上前にレビュー済み

Parate Chaitanya · 1年以上前にレビュー済み

Enriquez Augusto · 1年以上前にレビュー済み

Enriquez Augusto · 1年以上前にレビュー済み

Võ Duy Khoa · 1年以上前にレビュー済み

Bickmann Marcin · 1年以上前にレビュー済み

Cheena Sri Komal Naik Thejavathu · 1年以上前にレビュー済み

Minh Đức Mai · 1年以上前にレビュー済み

C Lavanya · 1年以上前にレビュー済み

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Somegowda Geetha · 1年以上前にレビュー済み

Jupyter notebooks pip install package too slow?

Mai Đức Minh Huy · 1年以上前にレビュー済み

not user friendly, needs more elaborate instructions on Task 4

Patel Hemali · 1年以上前にレビュー済み

Beccaccini Lucas · 1年以上前にレビュー済み

Louise Alexis Hermano Maria · 1年以上前にレビュー済み

Kummara Pranusha · 1年以上前にレビュー済み

HEGDE ISE21A MADHURANK · 1年以上前にレビュー済み

Sanjay Nakhate Chaitali · 1年以上前にレビュー済み

good one

Sahu Rakesh · 1年以上前にレビュー済み

Holmquist Jake · 1年以上前にレビュー済み

D'Souza Nelton · 1年以上前にレビュー済み

Quoc Duong · 1年以上前にレビュー済み

D Chandran Swathi · 1年以上前にレビュー済み

Singh Ravindra · 1年以上前にレビュー済み

TL;DR 1. Unable to run module because dependancies failed to install correctly. 2. User is not provided with the URLs for the preprocessed training and validation datasets in exercise "TODO 1". 3. User is expected to be familiar with the tf.keras utility functions and syntax. DETAILS: 1. When installing the dependancies, after installing the Fairness indicators and restarting the kernel, I received the following error: --------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) Cell In[1], line 13 11 import tensorflow_hub as hub 12 import tensorflow as tf ---> 13 import tensorflow_model_analysis as tfma 14 import tensorflow_data_validation as tfdv 15 from tensorflow_model_analysis.addons.fairness.post_export_metrics import fairness_indicators ModuleNotFoundError: No module named 'tensorflow_model_analysis' #END OF ERROR MESSAGE This effectively prevented me from continuing this lab. 2. For the "TODO 1" exercise the location of the preprocessed training and validation datasets was not called out anywhere in the Jupyter Notebook or elsewhere in the documentation. I was forced to inspect the "bias_tfdv_facets.ipynb" file to find the file location URLs. Due to the aforementioned "ModuleNotFoundError", I was unable to complete the "TODO 2" exercise and received the following error: --------------------------------------------------------------------------- NameError Traceback (most recent call last) Cell In[3], line 4 1 # TODO 2 2 3 # The computation of statistics using TFDV. The returned value is a DatasetFeatureStatisticsList protocol buffer. ----> 4 stats = tfdv.generate_statistics_from_tfrecord(data_location=train_tf_file) 6 # TODO 2a 7 8 # A visualization of the statistics using Facets Overview. 9 tfdv.visualize_statistics(stats) NameError: name 'tfdv' is not defined 3. In order to complete any of the "TODO" exercises without consulting the answer cheat sheet, the user is expected to be familiar with the tf.keras utility functions and syntax, which is an entire language in and of itself.

Vaughan William · 1年以上前にレビュー済み