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Update main README.md with pip installation directions and TF 2 announcement.

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Steve Chien 2020-10-13 14:36:16 -07:00 committed by A. Unique TensorFlower
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README.md
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@ -30,7 +30,11 @@ In addition to TensorFlow and its dependencies, other prerequisites are:
### Installing TensorFlow Privacy ### Installing TensorFlow Privacy
First, clone this GitHub repository into a directory of your choice: If you only want to use TensorFlow Privacy as a library, you can simply execute
`pip install tensorflow-privacy`
Otherwise, you can clone this GitHub repository into a directory of your choice:
``` ```
git clone https://github.com/tensorflow/privacy git clone https://github.com/tensorflow/privacy
@ -96,10 +100,12 @@ directory, but rather intended as a convenient archive.
## TensorFlow 2.x ## TensorFlow 2.x
At the moment, TensorFlow Privacy does not generally work with TensorFlow 2.x. TensorFlow Privacy now works with TensorFlow 2! You can use the new
However, as of 2020-04-24. there is a [RFC to revamp Keras optimizers](https://github.com/tensorflow/community/pull/234) Keras-based estimators found in
that will enable this. Once this is done, we will update TensorFlow Privacy `privacy/tensorflow_privacy/privacy/optimizers/dp_optimizer_keras.py`.
as soon as possible. Thank you for your patience.
For this to work with `tf.keras.Model` and `tf.estimator.Estimator`, however,
you need to install TensorFlow 2.4 or later.
## Remarks ## Remarks