Finetuning our best model to 1000k

ddrous · Jan 29, 2024 · 3cb0c54 · 3cb0c54
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diff --git a/examples/lotka-voltera/analysis/evaluate.sh b/examples/lotka-voltera/analysis/evaluate.sh
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+## Run the command "python main.py --seed 000" with different values of the seed unifromly spread in [0, 1000]
+
+# for seed in $(seq 10 12)
+for seed in $(seq 1000 3000)
+do
+    python main.py --seed $seed
+done
+
+
diff --git a/examples/lotka-voltera/analysis/paper_analysis.py b/examples/lotka-voltera/analysis/paper_analysis.py
@@ -0,0 +1,16 @@
+#%%
+
+import numpy as np
+import matplotlib.pyplot as plt
+import pandas as pd
+
+
+## Load data from test_score.csv
+df = pd.read_csv('test_scores.csv', sep=',', header=0)
+df
+
+# df[""]
+
+## Compute the mean accross the ind colum
+df_mean = df.loc[400:600, 'ind'].mean()
+df_mean