fix to nan issue in mean and std reward
Browse files
app.py
CHANGED
@@ -48,6 +48,8 @@ def get_data(rl_env):
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row["Model"] = model_id
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accuracy = parse_metrics_accuracy(meta)
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mean_reward, std_reward = parse_rewards(accuracy)
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row["Results"] = mean_reward - std_reward
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row["Mean Reward"] = mean_reward
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row["Std Reward"] = std_reward
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@@ -113,6 +115,9 @@ def update_data(rl_env):
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row["Model"] = model_id
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accuracy = parse_metrics_accuracy(meta)
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mean_reward, std_reward = parse_rewards(accuracy)
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row["Results"] = mean_reward - std_reward
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row["Mean Reward"] = mean_reward
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row["Std Reward"] = std_reward
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row["Model"] = model_id
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accuracy = parse_metrics_accuracy(meta)
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mean_reward, std_reward = parse_rewards(accuracy)
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+
mean_reward = mean_reward if not pd.isna(mean_reward) else 0
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std_reward = std_reward if not pd.isna(std_reward) else 0
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row["Results"] = mean_reward - std_reward
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row["Mean Reward"] = mean_reward
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row["Std Reward"] = std_reward
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row["Model"] = model_id
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accuracy = parse_metrics_accuracy(meta)
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mean_reward, std_reward = parse_rewards(accuracy)
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+
mean_reward = mean_reward if not pd.isna(mean_reward) else 0
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std_reward = std_reward if not pd.isna(std_reward) else 0
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+
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row["Results"] = mean_reward - std_reward
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row["Mean Reward"] = mean_reward
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row["Std Reward"] = std_reward
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utils.py
CHANGED
@@ -53,11 +53,11 @@ def parse_rewards(accuracy):
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mean_reward = float(parsed[0])
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std_reward = float(parsed[1])
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else:
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-
mean_reward = default_std
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-
std_reward = default_reward
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else:
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-
mean_reward = default_std
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-
std_reward = default_reward
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return mean_reward, std_reward
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mean_reward = float(parsed[0])
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std_reward = float(parsed[1])
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else:
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+
mean_reward = float(default_std)
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std_reward = float(default_reward)
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else:
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mean_reward = float(default_std)
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std_reward = float(default_reward)
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return mean_reward, std_reward
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