Posts

Install CUDA and cuDNN to Ubuntu Server

We have installed and set up JupyterHub in the previous post. To make use of the GPU card in the server, we are going to also install …

Setting Up JupyterHub on Server

We have recently added a computing node equipped with a Tesla V100 for some machine learning projects. This node will also serve as a …

Making Matplotlib in Docker draws in Windows through WSL

The initial title of this post is "A Simple Docker Example", which is going to show how to plot a simple Python program into …

Docker Notes

Some notes while learning Docker with the Docker Getting Started Tutorial. Basics Concept: container is an isolated environment for …

Setting up an OpenMPI cluster within a LAN

We have purchased several DELL PowerEdge R640 servers several months ago as computation nodes. What we want to have is to build a small …

SVHN Data Preparation

In previous post, I talked about how to use the h5py package to read MAT-file that contains bounding box information of the SVHN …

Access SVHN data in Python using h5py

Several days ago I was trying to train a neural network on the Street View House Numbers (SVHN) Dataset. I was working on the test set …

Excerpts from The Intelligent Asset Allocator - Part II

After building a solid concept of asset allocation and portfolio theory, the second part of Bernstein’s book (Chapter 7 to …

Bib Racer 03 - Face and Bib Detection with YOLO network

I just made a very simple face and bib detection program following the post by Adrian Rosebrock, with the weights trained with the …

Excerpts from The Intelligent Asset Allocator - Part I

Here are some excerpts from The Intelligent Asset Allocator by William Bernstein, a very practical hands-on guide on how to derive a …