Commit 6e62623a authored by anastasiaslobodyanik's avatar anastasiaslobodyanik
Browse files

upload best state models

parent 800950d0
......@@ -365,11 +365,5 @@
<AxesSubplot:>
%%%% Output: display_data
![](data:image/png;base64,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)
%% Cell type:code id:23f0dbc2-9536-4e3e-ab63-440ca4423558 tags:
``` python
```
......
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