Learn Machine Learning

learnmachinelearning@sh.itjust.works

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ylai@lemmy.mlEnglish · 2 years 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 · 2 years ago

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ylai@lemmy.mlEnglish · 2 years 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 · 2 years ago

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ylai@lemmy.mlEnglish · 2 years 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 · 2 years ago

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ylai@lemmy.mlEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years ago

An Intuitive Tutorial to Gaussian Processes Regression

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An Intuitive Tutorial to Gaussian Processes Regression

ShadowAether@sh.itjust.worksMEnglish · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years ago

[Resource] MIT OpenCourseWare: Introduction To Machine Learning

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[Resource] MIT OpenCourseWare: Introduction To Machine Learning

ShadowAether@sh.itjust.worksMEnglish · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years ago

[Resource] MIT OpenCourseWare: Statistical Learning Theory

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[Resource] MIT OpenCourseWare: Statistical Learning Theory

ShadowAether@sh.itjust.worksMEnglish · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years ago

[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning

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[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning

ShadowAether@sh.itjust.worksMEnglish · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksM · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years ago

[Resource] Coding Practices for Python/ML

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[Resource] Coding Practices for Python/ML

ShadowAether@sh.itjust.worksMEnglish · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksM · 2 years 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 · 2 years ago

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ShadowAether@sh.itjust.worksMEnglish · 3 years ago

Mathematics for Neural Networks

sh.itjust.works

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Mathematics for Neural Networks

sh.itjust.works

ShadowAether@sh.itjust.worksMEnglish · 3 years ago

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ShadowAether@sh.itjust.worksMEnglish · 2 years 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 · 2 years 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?”

Please do:

Be kind to new people
Post guides and tutorials that you find helpful
Link to open/free sources instead of paywalled when possible

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Post news articles / memes (there are other machine learning/AI communities for this)

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

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38 Posts
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