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Category: Resources

Interesting things week 2

January 14, 2021 Posted in ResourcesLeave a comment

Facial recognition technology can expose political orientation from naturalistic facial images

Google has a new library JAX that looks to be the best of TF and Theano. I’m looking forward to trying it out
Using JAX to accelerate our research
JAX reference documentation
Jax GitHub

Things I Found Week #1 2021

January 7, 2021January 14, 2021 Posted in ResourcesLeave a comment

Performers: The Kernel Trick, Random Fourier Features, and Attention

Unicode, a Python library for cleaning up Unicode

TabNet: Attentive Interpretable Tabular Learning (Paper) and Pytorch Implementation and Jupyter Notebook with TabNet in tf 2.

Beginner’s Machine Learning Resources

May 19, 2019November 15, 2020 Posted in ResourcesLeave a comment

Neural Networks with G.Hinton ( YouTube video lectures )

Udacity AI Course with Norvig

Elements of Statistical Learning (pdf at Stanford) or Intro to Statistical Learning

Kaggle ( data, contests, tutorials )

Manning Books

Resources for learning to build robots

November 26, 2018November 26, 2018 Posted in ResourcesLeave a comment

Software

OpenAI Spinning Up in Deep RL

RL Deep Mind Tutorials 2018

Hardware

Robotics Micro Masters, online, self paced micro courses

MagPi Magazine

HackSpace Magazine

  • About me

Classic ML

  • A Mathematical Theory of Communication
  • Adaptive Computation, Echo
  • Blondie 24, Playing at the Edge of AI
  • Craig Reynolds, Boids
  • It from Bit
  • Let's Take the Con of out Econometrics
  • More is Different

Hardware

  • AAAS Robotics
  • AdaFruit
  • HackADay
  • Hackernoon
  • IEEE Robotics
  • MagPi

ML Blogs

  • Aylien
  • Deep Mind
  • Distill
  • Facebook AI
  • Floydhub
  • Google AI
  • Google Cloud
  • Kaggle Winner's Blog
  • Lyft Engineering
  • ml design
  • ML Explained
  • NVIDIA Developer

Non-tech things

  • Flickr
  • Herself's Plants

Science

  • DARPA
  • Nautilus

Tech things

  • GitHub
  • Kaggle
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