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Python and Deep Learning

About me

My name is Clayton Blythe.

I am currently working for Asurion as a Machine Learning Engineer. I play a broad role there, which includes research, product development, engineering and deployment for a variety of data intensive projects such as computer vision, application development, and customer interaction.

You can take a look at my Github profile, reach out to me at my personal email claytondblythe@gmail.com, or message me on LinkedIn. You can also download my resume if you would like.

I mostly work in Python within OSX and Linux, but I have also occasionally dabbled in languages like R and Scala. This blog will be primarily about using Python for deep learning, but I will likely delve into a wide variety of topics. It also will serve as a place for me to gather and organize my learning process as I work in this quickly developing field. I want to do projects that are fun but challenge my skills as well.

Besides programming, I like to exercise, go to live concerts, tinker with my raspberry pi, drink craft beer, and play acoustic guitar. Fun fact, this website was generated by and is being served from my raspberry pi, all using my favorite language, Python!

My Projects

  • Neural Music An attempt at six-second music genre classification with Neural Networks
  • Computational Nanoscience Analyzing circularly polarized high harmonic generation in helium
  • redditstream-cli A terminal client for live-streaming new reddit comments
  • Neural Selfie An attempt at artistic style transfer on a selfie with neural networks
  • Movie Colorify A visual color palatte representation of any movie, written in Python
  • Wifi Speed Tracking Wifi-logging with Python
  • Historical S&P 500 Performance Analysis An investigation into historical returns of the S&P 500
  • Reddit Image Downloader Command-line utility for downloading popular images from a subreddit
  • Craft Beer Analysis Which craft breweries have the best beer?

Recent Posts all posts

Music Genre Classification Using Deep Learning
posted in Deep Learning
Mon 15 January 2018
The Perfect Deep Learning Build
posted in Misc
Wed 22 November 2017
redditstream-cli
posted in Misc
Sun 05 November 2017
Single-Shot Detector Prototype
posted in Deep Learning
Sun 29 October 2017
Asynchronously Scraping deepython.com
posted in Misc
Thu 26 October 2017
Neural Selfie
posted in Deep Learning
Mon 02 October 2017
Network-wide Advertisement Blocking
posted in Other
Sat 16 September 2017
CS231n Lecture 5 Notes
posted in Deep Learning
Wed 13 September 2017
Blogging with Vim and Pelican
posted in Other
Sat 09 September 2017
Manchester United Game Reminders with Python and Raspberry Pi
posted in Other
Sat 09 September 2017
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