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22 changes: 11 additions & 11 deletions site/en-snapshot/README.md
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Please submit translations from the GitLocalize project: https://gitlocalize.com/tensorflow/docs-l10n

Updated: Fri Aug 11 07:00:46 UTC 2023
Updated: Tue Aug 15 07:00:43 UTC 2023

Projects and last commit:

- [addons](https://github.com/tensorflow/addons/tree/master/docs) @ <a href='https://github.com/tensorflow/addons/commit/5dd5f65827c37e9b9b616b79ed93da856b57ffe5'><code>5dd5f658</code></a>
- [agents](https://github.com/tensorflow/agents/tree/master/docs) @ <a href='https://github.com/tensorflow/agents/commit/eca1093d3a047e538f17f6ab92ab4d8144284f23'><code>eca1093d</code></a>
- [datasets](https://github.com/tensorflow/datasets/tree/master/docs) @ <a href='https://github.com/tensorflow/datasets/commit/cd1da2e37aeabdaca689fda76c05420744408a78'><code>cd1da2e3</code></a>
- [docs](https://github.com/tensorflow/docs/tree/master/site/en) @ <a href='https://github.com/tensorflow/docs/commit/51a06aaf26763abe21ec0f2f6d1d08413a31e3e8'><code>51a06aaf</code></a>
- [federated](https://github.com/tensorflow/federated/tree/main/docs) @ <a href='https://github.com/tensorflow/federated/commit/ea1a4e89b852292559ca6fdf5c57ac39f7bcef7b'><code>ea1a4e89</code></a>
- [datasets](https://github.com/tensorflow/datasets/tree/master/docs) @ <a href='https://github.com/tensorflow/datasets/commit/d79b2bf1bd7016e1b5827e085ee21585e40fa206'><code>d79b2bf1</code></a>
- [docs](https://github.com/tensorflow/docs/tree/master/site/en) @ <a href='https://github.com/tensorflow/docs/commit/007d8f49d0b6b58f86158cf063aba99978cfec18'><code>007d8f49</code></a>
- [federated](https://github.com/tensorflow/federated/tree/main/docs) @ <a href='https://github.com/tensorflow/federated/commit/9fe291083db821cda3d7be122ce8110d7759ef49'><code>9fe29108</code></a>
- [graphics](https://github.com/tensorflow/graphics/tree/master/tensorflow_graphics/g3doc) @ <a href='https://github.com/tensorflow/graphics/commit/1b0203eb538f2b6a1013ec7736d0d548416f059a'><code>1b0203eb</code></a>
- [hub](https://github.com/tensorflow/hub/tree/master/docs) @ <a href='https://github.com/tensorflow/hub/commit/fa1cf068b9cf034b59e7cd59a6ac0ce7e21a4fd4'><code>fa1cf068</code></a>
- [hub_tutorials](https://github.com/tensorflow/hub/tree/master/examples/colab) @ <a href='https://github.com/tensorflow/hub/commit/fa1cf068b9cf034b59e7cd59a6ac0ce7e21a4fd4'><code>fa1cf068</code></a>
- [io](https://github.com/tensorflow/io/tree/master/docs) @ <a href='https://github.com/tensorflow/io/commit/8b87c3b3dcc8c28ca49f2e489c96c29b70632308'><code>8b87c3b3</code></a>
- [js](https://github.com/tensorflow/tfjs-website/tree/master/docs) @ <a href='https://github.com/tensorflow/tfjs-website/commit/6f4931248fac970a5da35a2988b5b0e17e0644d7'><code>6f493124</code></a>
- [keras_guides](https://github.com/tensorflow/docs/tree/snapshot-keras/site/en/guide/keras) @ <a href='https://github.com/tensorflow/docs/commit/1553ae1e4a149be71703e2ee60173b3d1e0e8c00'><code>1553ae1e</code></a>
- [lattice](https://github.com/tensorflow/lattice/tree/master/docs) @ <a href='https://github.com/tensorflow/lattice/commit/7ea1727de1e0309eb324296bc445e0bf5c5c6d74'><code>7ea1727d</code></a>
- [lite](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/429aa412bc65513d283258f3c606cc5948ef6426'><code>429aa412</code></a>
- [mlir](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/mlir/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/429aa412bc65513d283258f3c606cc5948ef6426'><code>429aa412</code></a>
- [lite](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/02656441703ecf387ddf24bff2221c17ea294db5'><code>02656441</code></a>
- [mlir](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/mlir/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/02656441703ecf387ddf24bff2221c17ea294db5'><code>02656441</code></a>
- [model_optimization](https://github.com/tensorflow/model-optimization/tree/master/tensorflow_model_optimization/g3doc) @ <a href='https://github.com/tensorflow/model-optimization/commit/4733c85f21d1eb570fd575ea201cb211a485bfb0'><code>4733c85f</code></a>
- [neural_structured_learning](https://github.com/tensorflow/neural-structured-learning/tree/master/g3doc) @ <a href='https://github.com/tensorflow/neural-structured-learning/commit/aaa9d3e4733f3b551823b86f67cf8a572acfeb7d'><code>aaa9d3e4</code></a>
- [probability](https://github.com/tensorflow/probability/tree/main/tensorflow_probability/g3doc) @ <a href='https://github.com/tensorflow/probability/commit/7cb5b475ea6d9eac887b175c35ed75b1419af872'><code>7cb5b475</code></a>
- [probability_examples](https://github.com/tensorflow/probability/tree/main/tensorflow_probability/examples/jupyter_notebooks) @ <a href='https://github.com/tensorflow/probability/commit/7cb5b475ea6d9eac887b175c35ed75b1419af872'><code>7cb5b475</code></a>
- [probability](https://github.com/tensorflow/probability/tree/main/tensorflow_probability/g3doc) @ <a href='https://github.com/tensorflow/probability/commit/26c5fde19dec618e1f6542a4ac441adeeedb33a9'><code>26c5fde1</code></a>
- [probability_examples](https://github.com/tensorflow/probability/tree/main/tensorflow_probability/examples/jupyter_notebooks) @ <a href='https://github.com/tensorflow/probability/commit/26c5fde19dec618e1f6542a4ac441adeeedb33a9'><code>26c5fde1</code></a>
- [quantum](https://github.com/tensorflow/quantum/tree/master/docs) @ <a href='https://github.com/tensorflow/quantum/commit/f56257bceb988b743790e1e480eac76fd036d4ff'><code>f56257bc</code></a>
- [tensorboard](https://github.com/tensorflow/tensorboard/tree/master/docs) @ <a href='https://github.com/tensorflow/tensorboard/commit/d3277a44e38df3e93f7c09b9febe82929a9f3f36'><code>d3277a44</code></a>
- [tfx](https://github.com/tensorflow/tfx/tree/master/docs) @ <a href='https://github.com/tensorflow/tfx/commit/62452e5b5e9554c8b34389e3b3e39dc55be47e59'><code>62452e5b</code></a>
- [xla](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/xla/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/429aa412bc65513d283258f3c606cc5948ef6426'><code>429aa412</code></a>
- [tensorboard](https://github.com/tensorflow/tensorboard/tree/master/docs) @ <a href='https://github.com/tensorflow/tensorboard/commit/11e188a68c8e747578fd03ca5bcd5438f0ac0345'><code>11e188a6</code></a>
- [tfx](https://github.com/tensorflow/tfx/tree/master/docs) @ <a href='https://github.com/tensorflow/tfx/commit/6ce3aa5f28769de359a55448162f03c320aab74f'><code>6ce3aa5f</code></a>
- [xla](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/xla/g3doc) @ <a href='https://github.com/tensorflow/tensorflow/commit/02656441703ecf387ddf24bff2221c17ea294db5'><code>02656441</code></a>

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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/building_your_own_federated_learning_algorithm\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/composing_learning_algorithms\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/composing_learning_algorithms.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/composing_learning_algorithms.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/composing_learning_algorithms.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/composing_learning_algorithms.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/composing_learning_algorithms.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
Expand Down Expand Up @@ -125,7 +125,7 @@
"id": "3zQlyijofSzI"
},
"source": [
"The [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) used TFF's federated core to directly implement a version of the Federated Averaging (FedAvg) algorithm.\n",
"The [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) used TFF's federated core to directly implement a version of the Federated Averaging (FedAvg) algorithm.\n",
"\n",
"In this tutorial, you will use federated learning components in TFF's API to build federated learning algorithms in a modular manner, without having to re-implement everything from scratch.\n",
"\n",
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"id": "YwhOtjlvjboB"
},
"source": [
"While the [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) implemented all of these building blocks from scratch, this is often unnecessary. Instead, you can re-use building blocks from similar algorithms.\n",
"While the [Building Your Own Federated Learning Algorithm Tutorial](https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/building_your_own_federated_learning_algorithm.ipynb) implemented all of these building blocks from scratch, this is often unnecessary. Instead, you can re-use building blocks from similar algorithms.\n",
"\n",
"In this case, to implement FedAvg with gradient clipping, you only need to modify the **client work** building block. The remaining blocks can be identical to what is used in \"vanilla\" FedAvg."
]
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4 changes: 2 additions & 2 deletions site/en-snapshot/federated/tutorials/custom_aggregators.ipynb
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_aggregators\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_aggregators.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_aggregators.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_aggregators.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_aggregators.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_aggregators.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithm_with_tff_optimizers\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithm_with_tff_optimizers.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_1\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithms_1.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithms_1.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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" <a target=\"_blank\" href=\"https://www.tensorflow.org/federated/tutorials/custom_federated_algorithms_2\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.61.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/federated/blob/v0.62.0/docs/tutorials/custom_federated_algorithms_2.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/federated/docs/tutorials/custom_federated_algorithms_2.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
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