Questions tagged [resource-request]

Use for questions about resources helpful in AI endeavors. This can include training data. (May also be used in conjunction with "software-evaluation" if the request involves software as opposed to data.)

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1answer
78 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 ...
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2answers
89 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 ...
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1answer
57 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 ...
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0answers
33 views

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

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 ...
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2answers
108 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.
2
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0answers
46 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 ...
3
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0answers
46 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 ...
0
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1answer
43 views

Is there a good website where I can learn about Deep Deterministic Policy Gradient?

Is there a good website where I can learn about Deep Deterministic Policy Gradient?
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0answers
37 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
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2answers
72 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 ...
1
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0answers
30 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 ...
1
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0answers
38 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 ...
6
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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
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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. ...
4
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1answer
424 views

What are some resources on computational learning theory?

Pretty soon I will be finishing up Understanding Machine Learning: From Theory to Algorithms by Shai Ben-David and Shai Shalev-Shwartz. I absolutely love the subject and want to learn more, the only ...
2
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2answers
44 views

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

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
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0answers
24 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.
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0answers
33 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
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1answer
37 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
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0answers
46 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 ...
5
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2answers
213 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 ...
4
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1answer
101 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
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1answer
101 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, ...
2
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0answers
52 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
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3answers
608 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
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1answer
83 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
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0answers
100 views

Is it a good idea to apply reinforcement learning to dots and boxes? [closed]

I am currently in college, and trying to learn reinforcement learning by myself. My primary goal is building an agent that play games such as dots and boxes. I have sufficient highschool maths ...
1
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0answers
23 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
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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
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0answers
30 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.
4
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2answers
103 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 ...
3
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1answer
212 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
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0answers
120 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
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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. ...
3
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1answer
152 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
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0answers
47 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?
0
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2answers
89 views

Good lecture notes on artificial intelligence and related topics [closed]

Where can i find free and good online lecture notes on Ai, deep learning, machine learning ecc?
4
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0answers
80 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 ...
0
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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 ...
4
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1answer
83 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
2answers
302 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 ...
1
vote
1answer
99 views

Are there Python packages for recent Bayesian optimization methods?

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 ...
6
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4answers
243 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
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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 ...
5
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2answers
69 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: ...
4
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2answers
370 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), ...
2
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1answer
227 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 ...
2
votes
1answer
261 views

Is there a syntax and grammar API? [closed]

Does Google, or any other service, have a syntax and grammar API? I am looking for a service that will allow an essay to be checked for correct spelling, grammar, and any other relevant features.
7
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3answers
266 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 ...
4
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5answers
211 views

What are some intermediate or advanced resources (preferably 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 ...