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submitted 9 months ago by ShadowAether to c/learnmachinelearning

Kernel methods give a systematic and principled approach to training learning machines and the good generalization performance achieved can be readily justified using statistical learning theory or Bayesian arguments. We describe how to use kernel methods for classification, regression and novelty detection and in each case we find that training can be reduced to optimization of a convex cost function.

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submitted 9 months ago by ShadowAether to c/learnmachinelearning

If you've ever asked yourself: "How do I choose the covariance function for a Gaussian process?" this is the page for you. Here you'll find concrete advice on how to choose a covariance function for your problem, or better yet, make your own.

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submitted 9 months ago by ShadowAether to c/learnmachinelearning

This tutorial aims to provide an intuitive understanding of the Gaussian processes regression. Gaussian processes regression (GPR) models have been widely used in machine learning applications because of their representation flexibility and inherent uncertainty measures over predictions.

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Vol 9 Soundtrack Released (open.spotify.com)
submitted 11 months ago by ShadowAether to c/rwby
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submitted 11 months ago by ShadowAether to c/learnmachinelearning

Has nice interactive examples and UMAP vs t-SNE

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submitted 11 months ago by ShadowAether to c/learnmachinelearning
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submitted 11 months ago by ShadowAether to c/learnmachinelearning
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submitted 11 months ago by ShadowAether to c/learnmachinelearning
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submitted 11 months ago by ShadowAether to c/learnmachinelearning

Broadly speaking, Machine Learning refers to the automated identification of patterns in data. As such it has been a fertile ground for new statistical and algorithmic developments. The purpose of this course is to provide a mathematically rigorous introduction to these developments with emphasis on methods and their analysis.

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submitted 11 months ago by ShadowAether to c/learnmachinelearning

Includes lectures, lecture notes and assignments.

Lectures for Deep Learning: https://www.youtube.com/playlist?list=PLMsTLcO6etti_SObSLvk9ZNvoS_0yia57

Lectures for Reinforcement Learning: https://www.youtube.com/playlist?list=PLMsTLcO6ettgmyLVrcPvFLYi2Rs-R4JOE

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submitted 1 year ago by ShadowAether to c/learnmachinelearning

A good set of best practices for deployment that isn't language-specific

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submitted 1 year ago* (last edited 1 year ago) by ShadowAether to c/learnmachinelearning

Coding nowadays is a big part of ML and while it's important that the model works well, it's also important that the code is written properly too.

Link is the general python version, ML-specific version here: https://github.com/davified/clean-code-ml

Video version: https://bit.ly/2yGDyqT

[-] ShadowAether 25 points 1 year ago* (last edited 1 year ago)

Not really a new thing for them, they've been trying to milk r/place since the first one. The last time they let it run too long as well, it needed to be like a 1 or 2 day max thing not a week

[-] ShadowAether 11 points 1 year ago* (last edited 1 year ago)

Largely by avoiding waterproof or water resistant skincare products such as sunscreen and makeup. Also avoid using nonstick cookware.

[-] ShadowAether 8 points 1 year ago

CAPTCHA is re-enabled so email verification is optional

[-] ShadowAether 10 points 1 year ago

Is this a good idea?

Yes, this is how lemmy is meant to be used.

Is it causing increased load on the server end?

Maybe, if you're the only person on the instance that's subscribed to that community but it's not abnormal usage.

[-] ShadowAether 10 points 1 year ago

Stack exchange has a similar system. My problems with it: how the content reviewers are selected (people reviewing content they don't like creates a lot of reviewer bias, moderators usually only moderate content they have an interest in) and people spend more time "curating" content than creating it.

[-] ShadowAether 12 points 1 year ago

Well that's certainly an interesting strategy, let's see how that works out

[-] ShadowAether 9 points 1 year ago

Tbh I think an instance not enforcing tagging content as nsfw is probably very strong grounds for blocking imo

[-] ShadowAether 16 points 1 year ago

I thought the idea with lemmy was that the instances would tend to be grouped by topic/area so it makes sense that the people running a tech instance would also be involved in creating/running the tech communities on that instance. Some are more purpose-built than others tho.

[-] ShadowAether 12 points 1 year ago

Hey those are the reasons I signed up. It's less canada-centric than lemmy.ca. Beeshaw and lemmy.ml are at high capacity rn, it's important to spread new users over multiple servers so welcome!

[-] ShadowAether 22 points 1 year ago

Listed as the 3rd most popular article rn too

[-] ShadowAether 8 points 1 year ago

I'm also a bit more worried about the niche communities on reddit. If some of them don't pop up on their own then I'll start to create some.

A victory and a struggle, I stayed up too late setting up my lemmy account and have destroyed my sleep schedule but I was able to remember to put out the trash at 4am before I went to sleep.

It's hard but stick with it! I'm trying to change my meds and all the appointments suck because I go so used to a phone call for renewal once every 3 months. Especially since my doctor would just call me later if I missed the phone call.

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ShadowAether

joined 1 year ago
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