Format code with ruff

Author: dariocazzani

analysis/generate_figures.py

@@ -25,9 +25,7 @@ def accuracy_comparison_plot(df: pd.DataFrame, output_path: Path, augment: str =
 
     for ax, dataset in zip(axes, datasets):
         data = df[df["dataset"] == dataset]
-        pivot = data.pivot_table(
-            values="best_acc", index="model", columns="version", aggfunc="mean"
-        )
+        pivot = data.pivot_table(values="best_acc", index="model", columns="version", aggfunc="mean")
 
         pivot.plot(kind="bar", ax=ax, rot=45)
         ax.set_title(dataset.upper())

bitnet/nn/bitconv2d.py

@@ -18,7 +18,5 @@ def forward(self, x: Tensor) -> Tensor:
         w_quant = ste_ternary(self.weight)
         beta = self.weight.abs().mean()
 
-        out = f.conv2d(
-            x_quant, w_quant, self.bias, self.stride, self.padding, self.dilation, self.groups
-        )
+        out = f.conv2d(x_quant, w_quant, self.bias, self.stride, self.padding, self.dilation, self.groups)
         return dequantize(out, gamma, beta, self.num_bits)