Machine Learning

Building Custom Image Datasets in PyTorch: Tutorial with Code

January 21, 2022

Machine Learning, Medicine, radiology

Downloading and Preprocessing Medical Images in Bulk: DICOM to NumPy with Python

February 16, 2021

Machine Learning

Designing Custom 2D and 3D CNNs in PyTorch: Tutorial with Code

February 6, 2021

Machine Learning

Using Predefined and Pretrained CNNs in PyTorch: Tutorial with Code

December 8, 2020

Machine Learning

How to Organize Machine Learning Projects: Python, Git, Anaconda, Code, and NO Jupyter Notebooks

September 22, 2020

Machine Learning

Multi-GPU Training in Pytorch: Data and Model Parallelism

March 4, 2020

Machine Learning, Medicine

Regularization for Neural Networks with Framingham Case Study

June 8, 2019

Machine Learning, Medicine

Preparing EHR & Tabular Data for Neural Networks (Code Included!)

June 1, 2019