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Categories Archives: Machine Learning

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  • Machine Learning

Machine Learning Tools – An Overview

  • 2015-05-28
  • Jacob Steeves
  • Machine Learning, Technical
  • 0 Comment

A Plethora of Tools for Machine Learning When it comes to training computers to act without being explicitly programmed there exist an abundance of tools from the field of Machine Learning. Academics and industry professionals use these tools for building... read more

Introduction to Machine Learning

  • 2015-08-19
  • Jacob Steeves
  • Knowm API, Machine Learning
  • 0 Comment

Intro to Machine Learning “We do not receive wisdom, we must discover it for ourselves, after a journey through the wilderness which no one else can make for us, which no one can spare us” –Marcel Proust Machine Learning is a subfield of... read more

Primary and Secondary Performance Metrics

  • 2015-08-22
  • Alex Nugent
  • Machine Learning, Technical
  • 0 Comment

Primary and Secondary Performance Metrics If you are building a classifier then you must measure it’s classification performance. If you are building a robot to pick up an object, you have to measure its ability to pick up objects. Any AI technology... read more

Introduction to Clustering

  • 2015-09-18
  • Jacob Steeves
  • Knowm API, Machine Learning
  • 0 Comment

Introduction to Clustering Unsupervised learning is a machine learning method used to draw inferences from datasets consisting of input data without labeled responses [1]. In other words, it’s learning without the answer key. Knowledge discovery of ... read more

Reinforcement Learning

  • 2015-09-28
  • Jacob Steeves
  • Knowm API, Machine Learning
  • 0 Comment

Reinforcement Learning Learning by interacting with our environment is perhaps the first form of learning that capable organisms discovered during the beginning of intelligence. Among the first examples were simple celled organisms that exercised the conn... read more

Review of 2017 Energy Consequences of Information Conference

  • 2017-02-28
  • Tim Molter
  • Announcements, Knowm and AHaH Computing, Machine Learning, Memristor, Thermodynamic RAM
  • 0 Comment

AHaH Computing, Thermodynamic Computing, Competitive Computing, Memristive Dot-product Engines, Dual Memristor Cross bars – are these all different names or variation of the same thing? All are gaining the attention of the academic and commercial re... read more

Machine Learning with Tensorflow for Beginners – How to Install, Run and Understand Basic Machine Learning Demos

  • 2017-12-13
  • Tim Molter
  • How To, Machine Learning
  • 0 Comment

Introduction HelloTensorFlow aims to be a collection of notes, links, code snippets and mini-guides to teach you how to get Tensorflow up and running on MacOS (CPU only), Windows 10 (CPU and GPU) and Linux (work in progress) with zero experience in Tensor... read more

Deep Learning Frameworks Hands-on Review

  • 2017-12-15
  • Tim Molter
  • Machine Learning
  • 1 Comment

At Knowm, we are building a new and exciting type of computer processor to accelerate machine learning (ML) and artificial intelligence applications. The goal of Thermodynamic-RAM (kT-RAM) is to run general ML operations, traditionally deployed to CPUs an... read more

Compiling Tensorflow from Source on MacOS

  • 2018-02-09
  • Tim Molter
  • How To, Machine Learning
  • 1 Comment

In this post, I demonstrate how to build Tensorflow 1.5 from source on MacOS 10.13 High Sierra. To verify that building indeed works, I show how to change some Tensorflow Python code, do an incremental build and observe the change in action via a simple t... read more

Thermodynamic Computing with Memristor Discovery

  • 2019-08-25
  • Alex Nugent
  • How To, Knowm and AHaH Computing, Machine Learning, Memristor, Technical
  • 0 Comment

Prerequisites How To Setup Your Knowm Developer Environment What is Knowm? Thermodynamic Computing Introduction The Memristor Discovery platform is a low cost educational and research tool for exploring memristor electronics. Originally developed as a ris... read more

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