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Peter Hawkins 3d038a490a [NumPy] Remove references to deprecated NumPy type aliases. 
This change replaces references to a number of deprecated NumPy type aliases (np.bool, np.int, np.float, np.complex, np.object, np.str) with their recommended replacement (bool, int, float, complex, object, str).

NumPy 1.24 drops the deprecated aliases, so we must remove uses before updating NumPy.

PiperOrigin-RevId: 497194550
2022-12-22 10:32:59 -08:00
..
audit_2020 Remove unused comments related to Python 2 compatibility. 2022-04-21 08:20:08 -07:00
GDP_2019 Explicitly import estimator from tensorflow as a separate import instead of 2022-03-30 16:05:01 -07:00
hyperparameters_2022 Remove license from lr_acc.json file. 2022-05-05 16:47:13 -07:00
instahide_attack_2020 Rename jax.experimental.optimizers -> jax.example_libraries.optimizers 2022-08-05 16:24:49 -07:00
mi_lira_2021 COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/234 from ftramer:truth_serum fe44a0713952ef1615abf032947082eb5c082836 2022-05-09 15:06:13 -07:00
mi_poison_2022 COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/privacy/pull/234 from ftramer:truth_serum fe44a0713952ef1615abf032947082eb5c082836 2022-05-09 15:06:13 -07:00
neuracrypt_attack_2021 Merge pull request #185 from carlini:neuracrypt 2022-02-18 21:10:54 +00:00
pate_2017 Add TensorFlow Privacy BUILD and WORKSPACE files. 2022-02-16 23:30:06 +00:00
pate_2018 [NumPy] Remove references to deprecated NumPy type aliases. 2022-12-22 10:32:59 -08:00
README.md Add missing licenses. 2019-01-14 16:02:35 -08:00

README.md

Research

This folder contains code to reproduce results from research papers. Currently, the following papers are included:

  • Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (ICLR 2017): pate_2017

  • Scalable Private Learning with PATE (ICLR 2018): pate_2018