Artificial Intelligence Stack Exchange
Artificial Intelligence Stack Exchange

Questions tagged [resource-request]

Asking for datasets, libraries/APIs or pre-trained models is OFF-topic here, so do NOT use this tag for that. Use this tag when you are interested in any other "resource" (in the context of artificial intelligence) that does not involve the just mentioned resources, such as books, papers, articles, tutorials or courses. (The purpose of this tag is very similar to the purpose of the tag reference-request. For that reason, they could be merged.)

58 questions
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What tools are used to deal with adversarial examples problem?

The problem of adversarial examples is known to be critical for neural networks. For example, an image classifier can be manipulated by additively superimposing a different low amplitude image to each of many training examples that looks like noise…
Ilya Palachev
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What's a good resource for getting familiar with reinforcement learning?

I am familiar with supervised and unsupervised learning. I did the SaaS course done by Andrew Ng on Coursera.org. I am looking for something similar for reinforcement learning. Can you recommend something?
Martin S
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8
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What are some online courses for deep reinforcement learning?

What are some (good) online courses for deep reinforcement learning? I would like the course to be both programming and theoretical. I really liked David Silver's course, but the course dates from 2015. It doesn't really teach deep Q-learning at…
J.Doe
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7
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3 answers

What are some academic AI podcast out there?

I am looking for AI podcasts that are purely academic-oriented that I can use for learning purposes. Thanks for any resource pointers. The AI podcasts I am aware of are (not sure how many of these can be considered academic): The AI Podcast Linear…
Rajib Bahar
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7
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Is there an open-source implementation for graph convolution networks for weighted graphs?

Currently, I'm using a Python library, StellarGraph, to implement GCN. And I now have a situation where I have graphs with weighted edges. Unfortunately, StellarGraph doesn't support those graphs I'm looking for an open-source implementation for…
port trum
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6
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2 answers

What are examples of resources that describe the basics of Spiking Neural Networks in detail?

I'm very interested in writing a Spiking Neural Network engine (SNN) from scratch, but I can't find the basic information I need to get started. For example, I've seen pictures of the individual signals that combine to form a neuron pulse in several…
Erin Loy
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6
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2 answers

What are some intermediate or advanced books on neural networks?

Is anyone able to recommend some resources (preferably books) on the topic of neural networks that goes beyond that of introductory reading? I'm still relatively new to the subject, however, I have successfully created my own neural network, so I…
Astronought
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Is there a database somewhere of common lists?

I'm looking for a database or some machine readable document that contains common ordered lists or common short sets. e.g: {January, February, March,...} {Monday, Tuesday, ....} {Red, Orange, Yellow,...} {1,2,3,4,...} {one, two, three,…
zooby
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Is there any way to draw a neural network's connections in a nice way?

I've been working with neural networks and artificial intelligence for a while. What I'm trying to do right now is, from a genotype I have (a sum of sensors, neurons and actuators) draw how the neural network is (with recurrent/recursive connections…
MiGu3X
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Is there any resource that describes in detail a naive example-based machine translation algorithm?

I'm looking to develop a machine translation tool for a constructed language. I think that the example-based approach is the most suitable because the said language is very regular and I can have a sufficient amount of parallel translations. I…
user34314
4
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2 answers

How can I implement back-propagation for medium-sized neural networks?

I've been wanting to make my own Neural Network in Python, in order to better understand how it works. I've been following this series of videos as a sort of guide, but it seems the backpropagation will get much more difficult when you use a larger…
Caleb H.
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4
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2 answers

Is there a way to easily simulate video games, without actually rendering the pixels on screen?

Youtube was recently suggesting to me videos of people training NEAT neural networks for video games. I've noticed that often the training process was quite slow (for example in this Trackmania example). Is there a way (algorithmic approach or an…
snatchysquid
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What is the best resources to learn Graph Convolutional Neural Networks?

For the past few days, I am trying to learn graph convolutional networks. I saw some of the lectures on youtube. But I can not able to get any clear concept of how those networks are trained. I have a vague understanding of how to perform…
Swakshar Deb
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Is there any website that allows you to choose an algorithm, code it and visualise how it works?

I would like to do some practical implementation of a planning algorithm (of course, something a bit simple and easy). Is there any website where I can pick an algorithm (e.g. A* or hill climbing), code it, and visualize how it works/executes? The…
Rao208
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What exactly is an XPU?

I know about CPU, GPU and TPU. But, it is the first time for me to read about XPU from PyTorch documentation about MODULE. xpu(device=None) Moves all model parameters and buffers to the XPU. This also makes associated parameters and buffers…
hanugm
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