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ml server 2020-01-10 21:43:29 -07:00
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@ -39,7 +39,6 @@ The following scripts are in the repo:
* `wut-dl-sort-txmode` --- Populate `data/` dir with waterfalls from `download/` using selected encoding.
* `wut-files` --- Tells you about what files you have in `downloads/` and `data/`.
* `wut-ml` --- Main machine learning Python script using Tensorflow and Keras.
* `wut-ml.ipynb` --- Machine learning Python script using Tensorflow and Keras in a Jupyter Notebook.
* `wut-ml-load` --- Machine learning Python script using Tensorflow and Keras, load `data/wut.h5`.
* `wut-ml-save` --- Machine learning Python script using Tensorflow and Keras, save `data/wut.h5`.
* `wut-obs` --- Download the JSON for an observation ID.
@ -48,6 +47,10 @@ The following scripts are in the repo:
* `wut-water` --- Download waterfall for an observation ID to `download/[ID]`.
* `wut-water-range` --- Download waterfalls for a range of observation IDs to `download/[ID]`.
# Jupyter
There is a Jupyter Lab Notebook file.
* `wut-ml.ipynb` --- Machine learning Python script using Tensorflow and Keras in a Jupyter Notebook.
# Installation
Most of the scripts are simple shell scripts with few dependencies.