angelayuan / deep-learning-projects

Apply DNNs to Neuropsychiatric Classification and Prediction

Deep-Learning-Projects

Apply DNNs to Neuropsychiatric Classification and Prediction

1. Learn and Practice

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....

2. Autism classification

3. PNC age/clinical symptoms prediction