Alexadlu / DL-Demos

Demos for deep learning

Install

1. Clone the git repo:

git clone https://github.com/SingleZombie/DL-Demos.git

2. Run the installation command:

python setup.py develop

Description

Demos for deep learning.

Andrew Ng Deep Learning Specialization

1. Logistic Regression
2. Shallow Nerual Network
3. Deep Nerual Network (MLP)
4. Parameter Initialization
5. Regularization
6. Advanced Optimizer (mini-batch, momentum, Adam)
7. Multiclass Classification with TensorFlow

Others

1. Style Transfer with PyTorch