Building Neural Networks with Python
This chatper provides introductions and tutorial on building neural networks with Python. Topics include installing Python on macOS; using NumPy library for matrix operations; using SciPy Library for mathematical functions.
Python Environment on macOS
NumPy - Python Library for Matrix operations
SciPy - Python Library for Mathematical Functions
- Python 3 has more public libraries available for building neural network models than Python 2.
- NumPy is widely used by Python users for matrix operations required in neural network models.
- SciPy is widely used by Python users for mathematical functions required in neural network models.
Table of Contents
About This Book
Deep Playground for Classical Neural Networks
►Building Neural Networks with Python
Simple Example of Neural Networks
TensorFlow - Machine Learning Platform
PyTorch - Machine Learning Platform
CNN (Convolutional Neural Network)
RNN (Recurrent Neural Network)
GNN (Graph Neural Network)
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