diff --git a/docs/index.html b/docs/index.html index c69dad4a22737751fd22ac7b484758bdbc0f48cb..fd59953224d07921a334924f6a192ecbf37a676e 100644 --- a/docs/index.html +++ b/docs/index.html @@ -154,15 +154,19 @@ implementations.

+

Uncertainty

+

Installation

pip install labml-nn
 

Citing LabML

-

If you use LabML for academic research, please cite the library using the following BibTeX entry.

+

If you use this for academic research, please cite it using the following BibTeX entry.

@misc{labml,
  author = {Varuna Jayasiri, Nipun Wijerathne},
- title = {LabML: A library to organize machine learning experiments},
+ title = {labml.ai Annotated Paper Implementations},
  year = {2020},
  url = {https://nn.labml.ai/},
 }
diff --git a/docs/normalization/batch_norm/mnist.html b/docs/normalization/batch_norm/mnist.html
index c283324e275bb1611e0b2a08323b7ea0b0c64215..af6cd3185f27edb3f320d82e65cae55547e6fa73 100644
--- a/docs/normalization/batch_norm/mnist.html
+++ b/docs/normalization/batch_norm/mnist.html
@@ -268,7 +268,10 @@ and set a new function to calculate the model.

Load configurations

-
75    experiment.configs(conf, {'optimizer.optimizer': 'Adam'})
+
75    experiment.configs(conf, {
+76        'optimizer.optimizer': 'Adam',
+77        'optimizer.learning_rate': 0.001,
+78    })
@@ -279,8 +282,8 @@ and set a new function to calculate the model.

Start the experiment and run the training loop

-
77    with experiment.start():
-78        conf.run()
+
80    with experiment.start():
+81        conf.run()
@@ -291,8 +294,8 @@ and set a new function to calculate the model.

-
82if __name__ == '__main__':
-83    main()
+
85if __name__ == '__main__':
+86    main()