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huggingface / candle

Minimalist ML framework for Rust
Apache License 2.0
15.65k stars 931 forks source link

fundamental tutorials #1774

Open wangjiawen2013 opened 7 months ago

wangjiawen2013 commented 7 months ago

Hi, I haven't found fundamental tutorials on Candle, it looks like the target audience of Candle are veterans on deep learning . Could anyone provide some tutorials on candle (or even basic knowledge on machine learning) for beginners to follow step by step ?

danielclough commented 7 months ago

I am also an AI/ML noob, so I would also love this.

I have been building example projects that push my limits in order to engage with the code and learn from doing.

There is a lot that can be done with candle without any knowledge of deep learning at all!

I suggest playing with the example code until someone makes some tutorials for us to learn from. :hugs:

KGrewal1 commented 7 months ago

https://github.com/ToluClassics/candle-tutorial is this sufficient or do you mean from a baseline of no prior ML / linalg whatsoever?

wangjiawen2013 commented 7 months ago

This one is good. Though I have some understanding on classic machine learning (perceptron, SVM, bayes classifier and so on), it's also welcome if you give some basic knowledge on deep learning, such as neuron network/tensor

danielclough commented 7 months ago

I could use an ELI5. :hugs: