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https://github.com/alexandreday/machine_learning_review

Contains python codes/notebooks for a machine learning review
https://github.com/alexandreday/machine_learning_review

machine-learning statistical-physics

Last synced: 10 months ago
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Contains python codes/notebooks for a machine learning review

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README

          

# machine_learning_review
This is a repository for developping the python codes and examples for a review paper on an introduction to machine learning for physicists.
# Installing style sheet
Clone or download the repository. Then from you anaconda environment (should be python3.x) use:
```
pip install .
```
You can now import the style sheet in any of your notebooks with the following:
```
import matplotlib as mpl
from ml_style import ml_style_1 as sty
mpl.rcParams.update(sty.style)
```
This will allow you to plot using the styles specified in ```ml_style/ml_style_1.py```.
# Updating style sheet
As we might change the styles as we go along, running the following command will update your style sheets:
```
pip install . --upgrade
```
# What it looks like
![alt tag](https://github.com/alexandreday/machine_learning_review/blob/master/isingMC/example.png)