| license: apache-2.0 | |
| # Embedding Projector in TensorBoard | |
| This empty model repository only contains data to test the TensorBoard Embedding Projector. The data in [./logs/imdb-example](./logs/imdb-example) have been generated using the [notebook](https://colab.research.google.com/github/tensorflow/tensorboard/blob/master/docs/tensorboard_projector_plugin.ipynb) of the official documentation page ["Visualizing Data using the Embedding Projector in TensorBoard"](https://www.tensorflow.org/tensorboard/tensorboard_projector_plugin). | |
| To see the Embedding Projector in a local Tensorboard (assuming Ubuntu): | |
| ```bash | |
| git clone https://huggingface.co/severo/tensorboard-embedding-projector | |
| cd tensorboard-embedding-projector | |
| python3 -m venv .venv-2.8 | |
| source .venv-2.8/bin/activate | |
| pip install tensorboard tensorflow | |
| tensorboard --logdir logs/imdb-example | |
| # access http://localhost:6006/#projector | |
| ``` | |
| Notes: | |
| - to see the projector in a local tensorboard instance, you have to point the `--logdir` argument specifically to the `logs/imdb-example` directory, as tensorboard does not succeed in looking for projector data recursively as it does for scalar data with `--logdir .`. | |
| - `tensorflow` must be installed, or the projector plugin will not be able to load these data. | |