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add readme

Jens Keim 3 years ago
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+# aDPtorch
+
+An **advanced Differential Privacy** library for *pyTorch*, based on [opacus](https://github.com/pytorch/opacus).
+
+## Current Features
+
+- **privacy_engine_xl**
+  - additional noise distributions
+    - Gauss (Normal)
+    - Laplace
+    - Exponential
+  - server side noise generation function
+
+## License
+
+This repository is licensed under the [Apache License 2.0](LICENSE.md), as some of the code is derived from [opacus](https://github.com/pytorch/opacus).
+
+This repo contains a [markdown](LICENSE.md) and a [text](LICENSE-2.0.txt) version of the license.
+
+In case of any inconstancies refer to the [license's website](http://www.apache.org/licenses/).