The post will implement Multinomial Logistic Regression. The multiclass approach used will be one-vs-rest. The Jupyter notebook contains a full collection of Python functions for the implementation. An example problem done showing image classification using the MNIST digits dataset.
Whenever I’m feeling confident that I’m successfully contributing to raising five children, my 13-year old daughter does something to jolt me back to reality. That the was the case this week as I sat in the car and gently honked the horn as a reminder she was going to be late for dance practice.
An analysis of NVIDIA Quadro GPU (video card) performance in Autodesk Revit 2018 using the RFO Benchmark.
This post will be mostly Python code with implementation and examples of the Logistic Regression theory we have been discussing in the last few posts. Examples include fitting to 2 feature data using an arbitrary order multinomial model and a simple 2 class image classification problem using the MNIST digits data.
Every time a new generation of CPUs is announced, I see a number of people writing about how they think it will be faster (or slower) than current technology because of the advertised specifications. CPU specs alone don’t tell the whole story, though, and comparing core count and clock speed across different brands or generations of processors is extremely misleading. Stop doing it!
Having issues with updating to Windows Update 1703? Are you on a Gigabyte X99 Motherboard? Try this workaround.
Due to the extraordinary amount of time and effort that goes into one of our Recommended Systems we will no longer be able to maintain and update our Recommended System for Imaris.
In this post I’ll discuss evaluating the “goodness of fit” for a Logistic Regression model and do an implementation of the formulas in Python using numpy. We’ll look at an example to check the validity of the code.
I got in line at the Starbucks’ drive-thru yesterday for my iced caramel macciato. While waiting, I noticed a familiar scene play out. This is a scene I’ve watched dozens of times since Tesla placed a Supercharger station in the Starbuck’s parking lot:
Tesla owners chatting with each other.
An analysis of NVIDIA GeForce GPU (video card) performance in Autodesk ReMake, including a look at graphics memory usage and dual GPUs.
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