Learn Machine Learning

learnmachinelearning@sh.itjust.works

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ylai@lemmy.mlEnglish · 7 months ago

Google open sources tools to support AI model development

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Google open sources tools to support AI model development

ylai@lemmy.mlEnglish · 7 months ago

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ylai@lemmy.mlEnglish · 10 months ago

Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem

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Finetune LLMs on your own consumer hardware using tools from PyTorch and Hugging Face ecosystem

ylai@lemmy.mlEnglish · 10 months ago

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ylai@lemmy.mlEnglish · 11 months ago

Understanding GPU Memory 2: Finding and Removing Reference Cycles

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Understanding GPU Memory 2: Finding and Removing Reference Cycles

ylai@lemmy.mlEnglish · 11 months ago

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ylai@lemmy.mlEnglish · 1 year ago

PyTorch: Compiling NumPy code into C++ or CUDA via torch.compile

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PyTorch: Compiling NumPy code into C++ or CUDA via torch.compile

ylai@lemmy.mlEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

Introduction to Kernel Methods for Machine Learning

seis.bristol.ac.uk

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Introduction to Kernel Methods for Machine Learning

seis.bristol.ac.uk

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

The Kernel Cookbook: Advice on Covariance functions

www.cs.toronto.edu

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The Kernel Cookbook: Advice on Covariance functions

www.cs.toronto.edu

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

An Intuitive Tutorial to Gaussian Processes Regression

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An Intuitive Tutorial to Gaussian Processes Regression

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Understanding UMAP - Google PAIR

pair-code.github.io

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[Resource] Understanding UMAP - Google PAIR

pair-code.github.io

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] MIT OpenCourseWare: Introduction To Machine Learning

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[Resource] MIT OpenCourseWare: Introduction To Machine Learning

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Style Guide for Python Code: PEP 8

peps.python.org

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[Resource] Style Guide for Python Code: PEP 8

peps.python.org

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] MIT OpenCourseWare: Statistical Learning Theory

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[Resource] MIT OpenCourseWare: Statistical Learning Theory

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning

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[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Durham University Materials for COMP3547 (Deep Learning) and COMP3667 (Reinforcement Learning) from Dr. Robert Lieck

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[Resource] Durham University Materials for COMP3547 (Deep Learning) and COMP3667 (Reinforcement Learning) from Dr. Robert Lieck

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksM · 1 year ago

[Resource] Rules of Machine Learning from Google

developers.google.com

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[Resource] Rules of Machine Learning from Google

developers.google.com

ShadowAether@sh.itjust.worksM · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Coding Practices for Python/ML

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[Resource] Coding Practices for Python/ML

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Tutorial: Image Recognition with CNN in Matlab

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[Resource] Tutorial: Image Recognition with CNN in Matlab

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Tutorial: State of Charge Estimation with EKF and SVSF in Matlab

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[Resource] Tutorial: State of Charge Estimation with EKF and SVSF in Matlab

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksM · 1 year ago

[Resource] Standford University Cheat Sheets for ML (web version)

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[Resource] Standford University Cheat Sheets for ML (web version)

ShadowAether@sh.itjust.worksM · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

Mathematics for Neural Networks

sh.itjust.works

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Mathematics for Neural Networks

sh.itjust.works

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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ShadowAether@sh.itjust.worksMEnglish · 1 year ago

[Resource] Materials from CORNELL CS4780/CS5780: Machine Learning for Intelligent Systems

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[Resource] Materials from CORNELL CS4780/CS5780: Machine Learning for Intelligent Systems

ShadowAether@sh.itjust.worksMEnglish · 1 year ago

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Learn Machine Learning@sh.itjust.works

learnmachinelearning@sh.itjust.works

You are not logged in. However you can subscribe from another Fediverse account, for example Lemmy or Mastodon. To do this, paste the following into the search field of your instance: !learnmachinelearning@sh.itjust.works

Welcome! This is a place for people to learn more about machine learning techniques, discuss applications and ask questions.

Example questions:

“Should I use a deep neural network for my audio classification task?”
“I’m working with a small dataset, what can I do to make my model generalize well?”
“Is there a library available that implements function X in language Y?”
“I want to learn more about the math behind machine learning technique A, where should I start?”

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Similar subreddits: r/MLquestions, r/askmachinelearning, r/learnmachinelearning

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