References Archives - Joseph Paul Cohen PhD

Dealing with internet restricted compute nodes in a cluster

August 16, 2019 Joseph Paul Cohen

There are some clusters, such as Beluga in the Compute Canada/Calcul Québec system of computers, which restrict access to the internet on compute nodes. One […]

Research Advice

February 16, 2019 Joseph Paul Cohen

Here is a collection of advice from different people about how to do good research and write good papers. From Simon Peyton Jones In his […]

Printing through an SSH server to LP

April 18, 2018 Joseph Paul Cohen

In some situations direct access to a printer is restricted (when JetDirect access to port 9100 is blocked). Typically the goal is that everyone prints […]

Machine Learning and Deep Learning References

April 13, 2017 Joseph Paul Cohen

To Code Languages: Python and R Frameworks: PyTorch Older Frameworks: Theano and Lasagne Example code: NeuralNetwork-Examples Tutorials https://aldro61.github.io/microbiome-summer-school-2017/ To Watch Stanford CS229 – Machine Learning – […]

Jupyter notebook and HPC systems

February 16, 2017 Joseph Paul Cohen

Jupyter notebook [jupyter.org] is an interactive shell in a web browser that can display output, graphics, and tables inline to make research and development faster, […]

Visualizing CNN architectures side by side with mxnet

January 14, 2016 Joseph Paul Cohen

Convolutional Neural Networks can be visualized as computation graphs with input nodes where the computation starts and output nodes where the result can be read. […]

Cyber Security Competition Study Guide

September 7, 2015 Joseph Paul Cohen

To study you should try challenges yourself as well as read writeups about how people approached solving these types of problems.

Visualization of Attribute Subset Wrapper Search Space

January 31, 2015 Joseph Paul Cohen

Many researchers working on attribute subset selection focus on finding the most discriminating subset suboptimal solution using various methods such as greedy search, best first, […]