tensorflow / tensorflow/privacy
Bolton DP is not running on Tensorflow 1.14.0
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 2k
- Forks
- 477
- Avg merge
- 22h 12m
- Merged PRs (30d)
- 1
Description
Runing this :
https://github.com/tensorflow/privacy/blob/master/tutorials/bolton_tutorial.py
Traceback (most recent call last):
File "/Users/shachatt1/Desktop/sharmi/books/My_book_responsible_ai/python_code/chapter4/privacy-master/tutorials/bolton_tutorial.py", line 18, in
from tensorflow_privacy.privacy.bolt_on import losses # pylint: disable=wrong-import-position
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_privacy/init.py", line 30, in
from tensorflow_privacy import v1
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_privacy/v1/init.py", line 32, in
from tensorflow_privacy.privacy.estimators.v1.dnn import DNNClassifier as DNNClassifierV1
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_privacy/privacy/estimators/v1/dnn.py", line 19, in
from tensorflow_privacy.privacy.estimators.v1 import head as head_lib
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_privacy/privacy/estimators/v1/head.py", line 23, in
from tensorflow_estimator.python.estimator import model_fn
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_estimator/init.py", line 10, in
from tensorflow_estimator._api.v1 import estimator
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_estimator/_api/v1/estimator/init.py", line 10, in
from tensorflow_estimator._api.v1.estimator import experimental
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_estimator/_api/v1/estimator/experimental/init.py", line 10, in
from tensorflow_estimator.python.estimator.canned.dnn import dnn_logit_fn_builder
File "/opt/miniconda3/lib/python3.7/site-packages/tensorflow_estimator/python/estimator/canned/dnn.py", line 23, in
from tensorflow.python.feature_column import dense_features
ImportError: cannot import name 'dense_features' from 'tensorflow.python.feature_column' (/opt/miniconda3/lib/python3.7/site-packages/tensorflow/python/feature_column/init.py)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with tutorials/bolton_tutorial.py and reproduce the import failure using TensorFlow 1.14.0. Trace the imports through tensorflow_privacy/v1 and tensorflow_estimator, especially the missing dense_features symbol. Done means the Bolton tutorial starts successfully without this ImportError under the reported environment.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100