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Prediction plot fix #138

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Prediction plot fix #138

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8 changes: 8 additions & 0 deletions livelossplot/outputs/matplotlib_subplots.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,11 @@ def draw(self, *args, **kwargs):
def __call__(self, *args, **kwargs):
self.draw(*args, **kwargs)

def set_output_mode(self, mode: str):
"""Set notebook or script mode - not implemented yet"""
...



class LossSubplot(BaseSubplot):
"""To rewrire, this one now won't work"""
Expand Down Expand Up @@ -59,6 +64,7 @@ def draw(self, logs):
plt.title(self.title)
plt.xlabel('epoch')
plt.legend(loc='center right')
plt.show()


class Plot1D(BaseSubplot):
Expand All @@ -77,6 +83,7 @@ def draw(self, *args, **kwargs):
plt.plot(self.X, self.predict(self.model, self.X), '-', label="Model")
plt.title("Prediction")
plt.legend(loc='lower right')
plt.show()


class Plot2d(BaseSubplot):
Expand Down Expand Up @@ -119,3 +126,4 @@ def send(self, logger):
plt.scatter(self.X[:, 0], self.X[:, 1], c=self.Y, cmap=self.cm_points)
if self.X_test is not None:
plt.scatter(self.X_test[:, 0], self.X_test[:, 1], c=self.Y_test, cmap=self.cm_points, alpha=0.3)
plt.show()
2 changes: 2 additions & 0 deletions livelossplot/plot_losses.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,7 @@
import livelossplot
from livelossplot.main_logger import MainLogger
from livelossplot import outputs
from IPython.display import clear_output

BO = TypeVar('BO', bound=outputs.BaseOutput)

Expand Down Expand Up @@ -37,6 +38,7 @@ def update(self, *args, **kwargs):

def send(self):
"""Method will send logs to every output class"""
clear_output(wait=True)
for output in self.outputs:
output.send(self.logger)

Expand Down