Tag: Google Colaboratory

A Primer on Deep Learning in Genomics

From: https://colab.research.google.com/drive/17E4h5aAOioh5DiTo7MZg4hpL6Z_0FyWr#scrollTo=eiiwjw4yhX0P Deep Learning in Genomics Primer (Tutorial) This tutorial is a supplement to the manuscript, A Primer on Deep Learning in Genomics (Nature Genetics, 2018) by James Zou, Mikael Huss, Abubakar Abid, Pejman Mohammadi, Ali Torkamani & Amalio Telentil. Read the accompanying paper here. Paper: https://drive.google.com/file/d/1441g10nACGWVfMeMU4aYxaODYC_bl2Oi/view?usp=sharing If you have any questions or feedback regarding this tutorial, please … Continue reading A Primer on Deep Learning in Genomics →

Mastering Fast Gradient Boosting on Google Colaboratory with free GPU

On the photo NVIDIA K80 GPU, https://www.nvidia.com/ru-ru/data-center/tesla-k80/ Gradient Boosting on Decision Trees (GBDT) is a state-of-the-art Machine Learning tool for working with heterogeneous or structured data. When working with data, the choice of the perfect algorithm depends highly on the type of data. For homogeneous data, like images, sound or text, the best solution is neural networks. … Continue reading Mastering Fast Gradient Boosting on Google Colaboratory with free GPU →