Welcome

Hey there 👋 welcome to a Shot of ML🍵.

Below I have writes-ups of Machine Learning related topics / experiments. The topics I enjoy and thus will have eventually are Quantization 🔢, Pruning ✂️, Information Theory📊, Green Enery (I love solar 🔆, hope to run a model based on solar energy!), and what ever fun theoretical thing that grabs my mind enough for me to write about!

Each post has 3 levels of difficulty, read to the depth level you like! The levels do not build on each other, the final results of the Triple Shot 🍵 will be in the Double Shot 🍫 and Single Shot 🌱. The nitty griddy, theoretical, and maybe some fun long shot ideas / interpretation will be in the Triple Shot!

I also have a list of publications at the bottom if you're interested.

Now go on, the fun stuffs directly below:

• Linear Methods Pruning Intro
• 🌱 Shot (5m)
• 🍫 Double Shot (10m)
• 🍵 Triple Shot

Related Publications

• Binary Analysis with Neural Networks
  • Check it out on Github
• Tiny Neural Networks for RF Analysis
  • Check it out on Github
• Micro Neural Networks for Side-Channel Analysis - Accepted, but not published yet
  • Check it out on Github