Apply DNNs to Neuropsychiatric Classification and Prediction
It inludes my practice (in the form of jupyter notebooks) during learning coursera deep-learning specialization (https://www.coursera.org/specializations/deep-learning)
- Python Basics
- Logistic Regression
- DNN
- Initialization
- Regularization
- Gradient Checking
- Optimization
- Tensorflow Practice
- Convolution Models
- CNN using Keras
- ResNet
and more....