Update readme

README.md

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 ---
 license: mit
+tags:
+  - elixir
+  - axon
+  - nx
 ---
+
+# Compute Resource Placement Model (CRPM)
+
+This is a basic Logicstic Regression model that predicts the placement of a compute resource in a compute cluster. The model is trained using the `axon` library in Elixir. The model is trained on data observed from a compute cluster mixed with some synthetic data.
+
+The synthetic data is used to dictate the expected behaviour of the model to generalize over since we know the expected outcome.
+
+The advantage of solving this problem with an AI model is the following:
+
+1. There is much less code to write and maintain.
+2. The model can be retrained with new data when we want to add new feature we simply add columns to the dataset and off we go.
+
+While it is possible to solve this problem with a rule-based system, the amount of code required to maintain and the complexity of the code would be much higher hence this solution.