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.
Metadata
Release files for realtimeplt 0.0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| realtimeplt-0.0.1.tar.gz | 14.9 kB | Without provenance | Details for realtimeplt-0.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| realtimeplt-0.0.1-py3-none-any.whl | Python 3 | none | any | Details for realtimeplt-0.0.1-py3-none-any.whl |
Total release size: 35.4 kB
Release files / realtimeplt-0.0.1.tar.gz
| Download URL | realtimeplt-0.0.1.tar.gz |
|---|---|
| Size | 14.9 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / realtimeplt-0.0.1-py3-none-any.whl
| Download URL | realtimeplt-0.0.1-py3-none-any.whl |
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| Size | 20.5 kB |
| Tags | Python 3 |
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twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.49.0 CPython/3.8.6
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