SUMIN PARK
SUMIN PARK

Interested in Geometric Deep Neural Networks and Their Phyiscal Applications

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[Neural Networks and Deep Learning] Practice : Building DNN Step by Step

Building Deep Neural Network : Step by Step We’ve previoulsy made shallow planar classifier (with...

2022, Jun 05   —  23 minute read

[Neural Networks and Deep Learning] Building Deep Neural Network Step by Step

- Vectorized Implementation for Propagation As we’ve seen from the shallow neural network that we...

2022, May 07   —  3 minute read

[Neural Networks and Deep Learning] Practice : Planar data classification with one hidden layer

Planar data classification with one hidden layer for this session, let’s develoop a planar data...

2022, Apr 23   —  20 minute read

[Neural Networks and Deep Learning] Deep Neural Networks (DNN)

Deep Neural Networks (DNN) What is Neural Network ? every node recieves inputs and process...

2022, Apr 22   —  7 minute read

[Neural Networks and Deep Learning] Practice : Cat/Non-Cat Classifier with Logistic Regression

Cat/Non-Cat Classifier with Logistic Regression Load Dataset import numpy as np import matplotlib.pyplot as plt...

2022, Apr 21   —  13 minute read

[Neural Networks and Deep Learning] Basics of Neural Network Programming

Binary Classification Example : Cat Classifier with a given image, you can convert the image...

2022, Apr 20   —  7 minute read