https://github.com/rajsoni03/neuralplot

Neural Plot is a python library for visualizing Neural Networks. It helps to plot Keras/Tensorflow model with matplotlib backend.
https://github.com/rajsoni03/neuralplot

3d deep-neural-networks graph keras library matpolotlib neural-network neuralplot tensorflow visualization

Last synced: 6 days ago
JSON representation

Neural Plot is a python library for visualizing Neural Networks. It helps to plot Keras/Tensorflow model with matplotlib backend.

• Host: GitHub
• URL: https://github.com/rajsoni03/neuralplot
• Owner: Rajsoni03
• License: mit
• Created: 2020-09-29T13:57:46.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2022-01-16T11:58:25.000Z (over 2 years ago)
• Last Synced: 2024-09-27T13:40:09.532Z (6 days ago)
• Topics: 3d, deep-neural-networks, graph, keras, library, matpolotlib, neural-network, neuralplot, tensorflow, visualization
• Language: Jupyter Notebook
• Homepage: https://pypi.org/project/neuralplot/
• Size: 1.88 MB
• Stars: 7
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Neural Plot

[![PyPI version](https://img.shields.io/badge/pypi-v%200.0.8-green.svg)](https://pypi.org/project/neuralplot/)

[![Python version](https://img.shields.io/badge/python-v3.6%20v3.7%20v3.8-red.svg)](https://www.python.org/)

[![PyPI license](https://img.shields.io/pypi/l/ansicolortags.svg)](https://github.com/Rajsoni03/neuralplot/blob/master/LICENSE)

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rajsoni03/neuralplot/blob/master/others/Example%20Notebook.ipynb) 

Neural Plot is a python library for visualizing Neural Networks.

It helps to plot Keras/Tensorflow model with matplotlib backend.

[![NeuralPlot](https://i.ytimg.com/an_webp/CsWnmWdk5-g/mqdefault_6s.webp?du=3000&sqp=CKjGj48G&rs=AOn4CLDi530RQLCprZL1_Gec3eflE-Gf8Q)](https://youtu.be/CsWnmWdk5-g "NeuralPlot")


https://youtu.be/CsWnmWdk5-g

## Installation

Run the following to install:

```sh

$ pip install neuralplot

```

## Example

```python

# Importing Libraries

from neuralplot import ModelPlot

import tensorflow as tf

import numpy as np

```

```python

# Uncomment while using Colab.

# %matplotlib inline 

# Uncomment while using jupyter notebook. This feature is not working in colab.

%matplotlib notebook 

```

```python

#Creating Model

X_input = tf.keras.layers.Input(shape=(32,32,3))

X = tf.keras.layers.Conv2D(4, 3, activation='relu')(X_input)

X = tf.keras.layers.MaxPool2D(2,2)(X)

X = tf.keras.layers.Conv2D(16, 3, activation='relu')(X)

X = tf.keras.layers.MaxPool2D(2,2)(X)

X = tf.keras.layers.Conv2D(8, 3, activation='relu')(X)

X = tf.keras.layers.MaxPool2D(2,2)(X)

X = tf.keras.layers.Flatten()(X)

X = tf.keras.layers.Dense(10, activation='relu')(X)

X = tf.keras.layers.Dense(2, activation='softmax')(X)

model = tf.keras.models.Model(inputs=X_input, outputs=X)

```

```python

modelplot = ModelPlot(model=model, grid=True, connection=True, linewidth=0.1)

modelplot.show()

```

[![modelplot with grid](https://raw.githubusercontent.com/Rajsoni03/neuralplot/master/others/images/Image-01.png)]()

```python

modelplot = ModelPlot(model=model, grid=False, connection=True, linewidth=0.1)

modelplot.show()

```

[![modelplot with grid](https://raw.githubusercontent.com/Rajsoni03/neuralplot/master/others/images/Image-02.png)]()

License

----

MIT