1+ # Release 1.1.0
2+
3+ ## Major Features and Improvements
4+
5+ * Introduces ` nsl.tools.build_graph ` , a function for graph building.
6+
7+ * Introduces ` nsl.tools.pack_nbrs ` , a function to prepare input for
8+ graph-based NSL.
9+
10+ * Adds ` tf.estimator.Estimator ` support for NSL. In particular, this release
11+ introduces two new wrapper functions named
12+ ` nsl.estimator.add_graph_regularization ` and
13+ ` nsl.estimator.add_adversarial_regularization ` to wrap existing
14+ ` tf.estimator.Estimator ` -based models with NSL. These APIs are currently
15+ supported only for TF 1.x.
16+
17+ ## Bug Fixes and Other Changes
18+
19+ * Adds version information to the NSL package, which can be queried as
20+ ` nsl.__version__ ` .
21+
22+ * Fixes loss computation with ` Loss ` objects in ` AdversarialRegularization ` .
23+
24+ * Adds a new parameter to ` nsl.keras.adversarial_loss ` which can be used to
25+ pass additional arguments to the model.
26+
27+ * Fixes typos in documentation and notebooks.
28+
29+ * Updates notebooks to use the release version of TF 2.0.
30+
31+ ## Thanks to our Contributors
32+
33+ This release contains contributions from many people at Google.
34+
135# Release 1.0.1
236
337## Major Features and Improvements
438
5- * Adds 'make_graph_reg_config', a new API to help construct a ` nsl.configs.GraphRegConfig ` object
39+ * Adds 'make_graph_reg_config', a new API to help construct a
40+ ` nsl.configs.GraphRegConfig ` object.
641
7- * Updates the package description on PyPI
42+ * Updates the package description on PyPI.
843
944## Bug Fixes and Other Changes
1045
11- * Fixes metric computation with ` Metric ` objects in ` AdversarialRegularization `
46+ * Fixes metric computation with ` Metric ` objects in
47+ ` AdversarialRegularization ` .
1248
13- * Fixes typos in documentation and notebooks
49+ * Fixes typos in documentation and notebooks.
1450
1551## Thanks to our Contributors
1652
@@ -20,4 +56,4 @@ This release contains contributions from many people at Google, as well as:
2056
2157# Release 1.0.0
2258
23- * Initial release of Neural Structured Learning in TensorFlow
59+ * Initial release of Neural Structured Learning in TensorFlow.
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