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Realtime plot of loss plot in Jupyter Notebook for Keras, PyTorch and others.

Project description

PyPI status MIT license - PyPI Python version - PyPI GitHub Workflow Status

Installation

pip install realtimeplt

realtimeplt is a Python library made by VisionBrain which foucuses on getting the Live training loss plot in Jupyter Notebook for Keras, PyTorch and TensorFlow.Our main objective is to bring the ability to visualize the data hyperparameters in real time.

Most Noticeable changes:

-Runs on the latest version of python -Runs on the latest version of keras -Runs on the latest version of pytorch -Runs on the latest version of tensorflow

Use

The major dependency of realtimeplt is livelossplot

from livelossplot import PlotLossesKeras
model.fit(X_train, Y_train,
          epochs=10,
          validation_data=(X_test, Y_test),
          callbacks=[PlotLossesKeras()],
          verbose=0)

Supported DataScience Libraries

Note*** Better results when used with Jupyter Notebook.

  • Matplotlib
  • Seaborn
  • SciPy
  • Bokeh

Created by Lead Developer & the VisionBrain team, MNNIT Allahabad. Thanks for using our library.

Note*** realtimeplt is a faster and accurate version of liveplot & in no manner VisionBrain is trying to coppy liveplot.

Project details


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