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Building Machine Learning Models with Clojure and Cortex - Joyce Xu

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  • Recommended by 1 person: 1 in engineering communities.
  • Presented by Joyce Xu
  • May be out of date. The tools, versions or practices it shows have likely moved on.

Intermediate. Assumes working knowledge.

11K views9 years ago1 recommendation

AI and machine learningProgramming languagesLisp and ClojureNeural networks and deep learningClassic machine learning

Joyce Xu introduces Cortex, an open-source Clojure library for machine learning, and demonstrates how to build a classification model.

While functional programming continues to rise in popularity, the machine learning and data science communities have been slow to adopt its practices. As a result, we at ThinkTopic have developed Cortex, an open-source Clojure library built for machine learning. With the introduction of Cortex, it is now easier than ever to build AI in a functional manner. This talk will cover the basics of machine learning, the rationale behind using Clojure, and a tutorial on building a classification model in Cortex.

Why it's here

1 person recommends this

What people say. Recommended as a talk demonstrating how to build machine learning models in Clojure using the Cortex library.

u/bpielin r/Clojure • Recommends

On “Machine learning with clojure in 2018”

…/11/07/cats-and-dogs-with-cortex-redux/ You can also use deeplearning4j via java interop. * https://deeplearning4j.org/ Here are a couple libraries for using dl4j with clojure: * https://github.com/yetanalytics/dl4clj * https://github.com/hswick/jutsu.ai A couple relevant talks from the past Conj: Deep Learning Needs Clojure - Carin Meier * link to this video Building Machine Learning Models with Clojure and Cortex - Joyce Xu * link to this video You can see what people are talking about on the #data-science channel on slack: https://clojurians.slack.com Finally, I'll plug my unreleased (but I swear, I'm working on it a lot!) library for using TensorFlow with Clojure and the talk I gave. * https://git…
21View on Reddit

u/bpielin r/Clojure • Recommends

Building Machine Learning Models with Clojure and Cortex - Joyce Xu
18View on Reddit

u/secrets_meowin r/Clojure • Mentions

On “Laziness in Clojure : is it mostly cute or actually useful in practice ?”

seems a legit use case is mentioned around 19 min in this video: [video
2View on Reddit