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.)

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5
votes
2answers
233 views

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 ...
3
votes
1answer
74 views

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 ...
6
votes
2answers
169 views

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 ...
1
vote
2answers
174 views

What are some alternatives to “Papers with Code”?

There are lots of research papers available that are worth reading. We can read papers easily, but the associated code (not necessarily the official one developed by the authors of the paper) is often ...
4
votes
2answers
94 views

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 ...
2
votes
1answer
49 views
5
votes
1answer
98 views

Are there Python packages for random search hyper-parameter optimisation? [closed]

Which Python packages do you recommend for random search hyperparameter optimization to use? Is there any recent and good one (better than the one in scikit-learn)?
2
votes
1answer
231 views

What are some resources to improve practical expertise in machine learning?

I studied machine learning when I was in university, a couple of years ago. I used it for my master thesis (decision trees, ensembles, SVM, and word embedding mostly) and for other projects either ...
1
vote
2answers
95 views

What are some programming-oriented resources for reinforcement learning?

I have been reading : Reinforcement Learning: An Introduction by Sutton and Barto. I admit it's a good read for learning RL whereas it's more theoretical with detailed algorithms. Now, I want ...
0
votes
1answer
69 views

What are the mathematical prerequisites needed to understand research papers on neural networks? [closed]

I know we have developed some mathematical tools to understand deep neural networks, gradient descent for optimization, and basic calculus. Recently, I encountered arxiv paper that describes higher ...
0
votes
0answers
37 views

Are there any ML/AI books or courses that will give code examples without using ML/AI packages? [closed]

I wonder if you know some books or courses that will give examples of machine learning or deep learning algorithms that will be explained and written in python/numpy without using packages such as ...
5
votes
2answers
274 views

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 ...
0
votes
2answers
129 views

What are some (deep) reinforcement learning books for beginners? [duplicate]

What are some books on reinforcement learning (RL) and deep RL for beginners? I'm looking for something as friendly as the head first series, that breaks down every single thing.
1
vote
1answer
160 views

Is there a car detection software written in Tensorflow or Keras with Python? [closed]

For a current project demo, I'm searching for a car detection neural network in Python written in TF/Keras (or any other type, as long as it has no C++ dependencies). Later on, I gonna write my own, ...
3
votes
1answer
233 views

Is there a tool to convert from the brat standoff format to CoNLL-U format?

I've been searching for a tool to convert from the brat standoff format to the CoNLL-U format, so that to use it as parsing corpus model to the spaCy library. Can you help me?
3
votes
0answers
48 views

Studies on the expected wisdom from machine learning

There is often interest in the results of machine learning algorithms, specifically because they came from machine learning algorithms. It seems similar to the 'from the mouths of babes' trope, where ...
4
votes
2answers
379 views

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), ...
7
votes
3answers
272 views

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 ...
1
vote
0answers
39 views

Is there a tutorial for beginners on capsule neural networks?

I am interested in capsule neural networks. I have already read the paper Dynamic Routing Between Capsules, but it is a little bit difficult to follow. Is there a tutorial for beginners on capsule ...
1
vote
2answers
86 views

Are there any good tutorials about training RL agent from raw pixels using PyTorch?

Is there any good tutorials about training reinforcement learning agent from raw pixels using PyTorch? I don't understand the official PyTorch tutorial. I want to train the agent on the atari ...
4
votes
2answers
122 views

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 ...
1
vote
0answers
36 views

Is there an AI tool to reverse engineer scanned data to obtain its CAD file?

Today, if you scan an object and want its CAD file (Solidworks/Autocad), you need to use reverse engineering software (Geomagic). This takes time and you need experience of the software tools. Is ...
6
votes
2answers
69 views

Where to publish replications of machine learning papers?

If I replicated the results of a machine learning paper, is there a website that I can publish my code to that collects informal replication attempts? https://paperswithcode.com/ allows anyone to ...
1
vote
0answers
39 views

Is there an AI system that, given a patient's symptoms, produces a diagnosis and suggests a treatment?

Is there an AI system (preferably, one that interacts with the human, such as a chatbot like this one) that, given some input (e.g. entered into the system by writing text), such as a person's ...
3
votes
1answer
482 views

Is there any good app for iOS or Android to create, train and run neural networks? [closed]

Is there any good app for iOS or Android to create, train and run neural networks? I know there is NeuralMesh for the web, but I want something similar offline.
1
vote
0answers
19 views

Are there any good resources about techniques used for entity extraction

Given some natural language sentences like "I would like to talk to Mr. Smith" I would like to extract entities like the person "Smith". I know that frameworks exist which are capable of doing so (f. ...
1
vote
2answers
47 views

Is there an online tool that can predict accuracy given only the dataset? [closed]

Is there an online tool that can predict accuracy given only the dataset as input (i.e. without the compiled model)? That would help to understand how data augmentation/distribution standardization, ...
1
vote
0answers
25 views

Are there any training datasets using standard font text rather than hand written ones?

Are there any training datasets using standard font text rather than handwritten ones? I tried using the MNIST handwritten one on font based chars, but it didn't work well.
1
vote
0answers
34 views

What are examples of tutorials and blogs for beginners to master the cross-lingual information retrieval?

Currently, I am following the Dan Jurofsky NLP Tutorial and CS 224 Stanford 2019. Can you list tutorials and blogs for beginners to master the cross-lingual information retrieval?
2
votes
1answer
42 views

Does there exist a resource for vetting banned words for chatbots?

So, Tay the racist tweeter bot... one thing that could have prevented this would have been to have a list of watchwords to not respond to, with some logic similar to ...
1
vote
0answers
47 views

Where can I get exercises and problems to implement machine learning models and algorithms?

I'm an intermediate machine learning student and want to get more detailed and specific practical intuition about artificial intelligence. I have made a couple of searches over the well-observed ...
4
votes
1answer
109 views

Detailed resource for 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 ...
1
vote
1answer
123 views

Are there Python packages for recent Bayesian optimization methods? [closed]

I want to try and compare different optimization methods in some datasets. I know that in scikit-learn there are some corresponding functions for the grid and random search optimizations. However, I ...
5
votes
2answers
1k views

Is there any way to draw a neural network's connections in a nice way? [closed]

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 ...
2
votes
0answers
53 views

Machine learning frameworks for esoteric languages

Is there a machine learning framework/library for any of the esoteric languages, such as the ones listed here ?
2
votes
3answers
1k views

Small size datasets for object detection, segmentation and localization [closed]

I am looking for a small size dataset on which I can implement object detection, object segmentation and object localization. Can anyone suggest me a dataset less than 5GB? Or do I need to know ...
2
votes
1answer
86 views

What is the neuron-level math behind backpropagation for a neural network?

I am quite new in the AI field. I am trying to create a neural network, in a language (Dart) where I couldn't find examples or premade libraries or tutorials. I've tried looking online for a strictly "...
1
vote
0answers
24 views

Is there any app / API which generates meaningful information?

I was wondering if there is any application / API which given a word comes up with legible and meaningful information related to it, and if possible relates it to any recent happenings or development ...
2
votes
0answers
82 views

Which neural network should I use to transform the pixels of a video overtime?

I want to train a network with video data and have it transform pixel values overtime on an input video. This is for an art project and does not need to be super elaborate, but the videos I want to ...
1
vote
0answers
32 views

Are there free and easy-to-use annotation tools for 3D bounding boxes?

Are there free and easy-to-use annotation tools for 3D bounding boxes? There is a lot of annotation tools out there, but most of them only good for 2d boxes.
0
votes
1answer
71 views

Is there a place where I can read or watch to get an accurate TensorFlow code wise explanation?

I have a piece of code and I don't seem to really understand it but I'd love to get a source/link/material that would help me understand the basic functions in TensorFlow. Are there any recommended ...
3
votes
0answers
49 views

Is there any open source implementation of the SBEED learning algorithm?

Are there are any openly available implementations of the SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation paper?
3
votes
2answers
333 views

Where can I find an implementation of the wake-sleep algorithm?

I'm looking to build from scratch an implementation of the wake-sleep algorithm, for unsupervised learning with neural networks. I plan on doing this in Python in order to better understand how it ...
4
votes
1answer
268 views

Is there any Python library available for manifold learning using diffusion map? [closed]

I would like to use unsupervised learning with a technique called diffusion map based manifold learning in Python. The original paper on the diffusion map is An Introduction to Diffusion Maps. I have ...
2
votes
0answers
132 views

Is there a dataset for the detection of bomb explosions?

I would like to train a deep neural network to recognize bomb explosions. I was wondering if there is an open visual dataset for bomb explosion? Alternatively, if you know a good deep architecture or ...
9
votes
6answers
2k views

Is there a reliable website about artificial intelligence that is frequently updated? [closed]

Is there a reliable website about artificial intelligence that is updated regularly? Like there is now TensorFlow 2.0 and they write some information about it. Or a magazine which can be subscribed. ...
4
votes
0answers
81 views

Are there datasets to solve differential equations in a supervised fashion?

Are there datasets to solve differential equations in a supervised fashion? More precisely, the input is a differential equation and the label should be the general solution to that differential ...
5
votes
4answers
247 views

Where can I discuss with deep learning beginners?

I did some self-study to learn Neural network, object detection, and deep learning. Now I started implementing YOLOv3. I am looking for some website that I can communicate with people and make friends ...
1
vote
0answers
34 views

A Binarization Method for Degraded Document Image using Artificial Neural Network and Interpolation Inpainting

I am doing a research on above cited topic but I am stuck with how to actually start the project on this. What tools are required for this kind of project? What resources are required to do project ...
6
votes
1answer
72 views

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: ...