Machine Learning/Computational Intelligence Models

Posted on June 13, 2017


Most of the libraries are not longer maintained because libraries like Sklearn already provides efficacious APIs for most machine learning methods. Still it is a good thing to implement algorithms from scratch to get a better understanding of them.

Status: Ongoing


  • Lab_NN
    • A library of various of network that implemented with Theano from scratch. It can provide some most basic details that higher-level frameworks like Keras cannot.
  • Lab_pyFast
    • I tried to implement several linear algorithms in Theano so that it can be accelerated on GPU.
  • Lab_Models
    • A variety of machine learning models and some interesting algorithms from Computational Intelligence.