VICTORIA's MACHINE LEARNING NOTES

Pg_logo.pngPersagen.com

This file:  Persagen.com/files/ml.html

Preface

  1. Disclaimer: any thoughts / comments (added) are my own personal opinion.

  2. Content is notably focused on mid-2015 through mid-2017, when I was most assiduously following the machine learning and related literature.
    That has abated somewhat as I refocus on my first passions: functional genomics, information processing, and knowledge discovery.

    However, I will continue to add (frequently) new content, that is of particular interest to myself (i.e. less broad / more focused,
    my research interests & Vision.  

  3. Note the mouse-over, scrollable Table of Contents, upper right corner (always visible)!  

  4. Double-click the videos to watch them full-screen.

  5. The images "mouse-over" to a larger size. If they exceed your screen size, use your arrow keys to scroll L-R, up-down.

  6. This is a large file: >30,000 HTML lines [2017-Sep-20] -- all hand-coded (HTML / JS / CSS) ...
    Once loaded, you should be fine.  

    If it helps, compared to Firefox (my preferred browser) and Chrome, Opera appears to be blazingly fast!

  7. Enjoy!  
Table of Contents 


ACTIVATION FUNCTIONS


ADVERSARIAL NETWORKS | GENERATIVE ADVERSARIAL NETWORKS (GAN)


AI: ARTIFICIAL INTELLIGENCE


ANIMATION


APPLIED ML


APPROACH | ALGORITHMS - ADVICE


ARCHITECTURES - GENERAL


ARCHITECTURES - RBM | DBN | MLP | ENERGY-BASED MODELS ...


ART - CNN


ART, MUSIC - MISCELLANEOUS


ATTENTION - MEMORY; READING COMPREHENSION


Audio | Conversation | Speech | Sound


AUTOENCODERS - GENERAL


AUTOENCODERS - LADDER NETWORKS { UNSUPERVISED LEARNING IN DNN }


BACKPROPAGATION


BATCH NORMALIZATION

Blogs:

Papers:


BLOGS


CLASSIFICATION | CLUSTERING


CNN - GENERAL


CNN - IMAGE CLASSIFICATION


CNN - OBJECT DETECTION: IMAGE ANALYSES; SEGMENTATION; DEBLURRING/SHARPENING; GENERATION ...


CNN - TEXT PROCESSING