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You can use this category to discuss the upcoming Part 1 (2020) Deep Learning course, whether attending in person through USF, or remotely as a fast.ai International Fellow. Forums for fast.ai Deep Learning Courses. Welcome to Introduction to Machine Learning for Coders! You simply cannot know everything, there … This page contains a lot of tests with paper and code attached, most of which are directly related to image processing AI applications. Forum for discussion of higher-level APIs for S4TF. Note: you need to read for 10 mins and look at 3 posts before the system lets you create a new topic. Press question mark to learn the rest of the keyboard shortcuts, https://blog.paperspace.com/beginners-guide-to-quantum-machine-learning/, http://ai-benchmark.com/ranking_deeplearning.html, Princeton Student’s AI Model Generates Chinese Landscape Paintings That Fool Human Evaluators. I will be sharing course readings and materials here, and you are welcome to post articles you read or questions you have related to data ethics. Please use this category to discuss covid-19. View the latestDeep Learning forum posts. Here are some other forums that may interest you. Here is a quick read: Princeton Student’s AI Model Generates Chinese Landscape Paintings That Fool Human Evaluators. I recently read the paper Deep Learning Model for Finding New Superconductors. Deep Learning, Vision and Speech – An Update from the Trenches. related to this course. Week 4 - Programming Assignment 4 - Deep Neural Network for Image Classification: Application; Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization. Now, Princeton undergrad student Alice Xue has designed a GAN framework for Chinese landscape painting generation that is so effective most humans can’t distinguish its works from the real thing. If you haven’t looked at the course for a while, I’d strongly suggest reviewing the lessons, since we’ll be diving deep right from the first day of the course! Current research indicates that discussion boards that foster deeplearning allow for knowledge building and provide opportunities for students tobe active participants in the learning process (Guo, Chen, Lei, & Wen,2014). Mar 04, 2019. Please ensure that you’ve completed part 1 (2019) before the first lesson. Guo et al. Song Han. This topic is for anyone to chat about anything you want, as long as it is at least somewhat related to the course! This is a wiki post - feel free to edit it to add any high-level resources that everyone here should be aware of. This category has been used to share materials for data ethics courses at the USF Data Institute (first the data ethics certificate course, and now the MSDS course). NVIDIA Developer Forums. Announcements Deep Learning Framework Mixed-precision and Tensor Cores (retired) Learning Graph Neural Networks with DGL -- The WebConf 2020 Tutorial Watch a video tutorial presented by AWS deep learning scientists and engineers at The Web Conference 2020. (Note that we recommend switching to the new course if possible. Focus particularly on content likely to be of interest to this community - i.e. The reason is that, like programming, you never stop learning. Online communities are invaluable in machine learning, regardless of your skill level. I hope this will be a good place to keep data ethics discussion going throughout the week (and after the end of the course), as well as for you to bring up topics we may not have time for in class. Please use this category for all discussions of part 1 of the older keras-based course17.fast.ai. Discussion about this site, its organization, how it works, and how we can improve it. Here are two cross-domain libraries that are well supported by PyTorch Geometric that might help bridge the gap: DeepSNAP — A library built to make PyG and Netoworkx more interoperable. https://dltk.ai/special-interest-groups/deep-learning/forum (2014)highlight research that demonstrates that discussion forums tend to remain … Use this category to discuss anything to do with deep learning that’s not related to a fast.ai course (each of those has its own category) - including stuff that’s not related to fast.ai at all! Forums for fast.ai Deep Learning Courses. Samsung Forum. As a brief high level summary, this work designs a deep learning architecture for superconducting materials … Jo,Park, and Lee (2017) note that unfacilitated forums don’t foster effectivediscussion or knowledge construction among students. This article introduces beginners to the topic, covering the following concepts: A comparison of classical programming, machine learning, and quantum machine learning paradigms, The fundamental concepts of quantum computing, How quantum computing can improve machine learning, Full article (no paywall): https://blog.paperspace.com/beginners-guide-to-quantum-machine-learning/, Month ago i recieved my 3090 and only yestarday a ran ai-benchmarks, here is my results, Current ranking: http://ai-benchmark.com/ranking_deeplearning.html, Whats tests include: http://ai-benchmark.com/tests.html. It's would be nice, if you share your setup and score! This is for help with installing and using the. Just being thinking about In some ways it seems more like you use Deep Learning … You can find an active Machine Learning community at Reddit. Hardware Design Automation for Efficient Deep Learning… NVIDIA Developer Forums. The forum for the new course is here: NB: This category is for the older version of the course. However, not just any discussion board can produce such results. Please use this category for any questions, issues, comments (and of course answers!) AI has in recent years become increasingly capable of generating impressive artworks in a variety of styles, thanks mainly to the emergence and refining of Generative Adversarial Networks (GANs). This category is for questions and discussions related to the fast.ai course, Computational Linear Algebra. Nothing to show for Deep Learning category yet. Powered by Discourse, best viewed with JavaScript enabled. Libraries and SDKs Discussions related to GPU-accelerated libraries for deep learning training and inference. Comment if you know any more cross-domain GDL libraries, big or small! Learning Objectives: Understand industry best-practices for building deep learning applications. GPU: 3090 rog strix oc [with the standard power limit for this card 390w]. The paper End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks is on arXiv. Quantum machine learning explores the application of quantum computing in the fields of ML and DL. data driven, technical, practical, accessible. Announcements Deep Learning Framework Mixed … I'm pretty sure you can not debug a Deep Learning system to work out why it made a decision (despite what some presenters imply). PyTorch Geometric Temporal — A library extending PyG to temporal ML methods (RNNs, GAs, etc.). Category Topics; Part 1 (2020) You can use this category to discuss the upcoming Part 1 (2020) Deep Learning course, whether attending in person through USF, or remotely as a … Week 4 - Programming Assignment 4 - Deep Neural Network for Image Classification: Application; Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization. This. Welcome to part 2 (2019)! Learning Objectives: Understand industry best-practices for building deep learning … A bit though. ) for questions and Discussions related to the course regularly hosts great speakers on wide... Sdks Discussions related to the course chat about anything you want, as long it. Gas, etc. ), Computational Linear Algebra for help to be of interest to this -! Chat about anything you want, as long as it is at least somewhat related to the course End-to-End Landscape. That unfacilitated forums don ’ t foster effectivediscussion or knowledge construction among.. Share your setup and score and Lee ( 2017 ) note that unfacilitated forums don ’ t foster or! Comment if you drift off topic a bit though. ) this is the..., if you know any more cross-domain GDL libraries, big or small Efficient Learning…! Setup and score discussion forums tend to remain … you can find an active Machine learning community Reddit. That Fool Human Evaluators attached, most of which are directly related to GPU-accelerated libraries deep... Here should be aware of of the course etc. ) for all Discussions of part 1 ( 2019 before. Community - i.e help with installing and using the for 10 mins look! A topic and ask for help project, feel free to create a topic ask! Highlight research that demonstrates that discussion forums tend to remain … you can an... Works, and Lee ( 2017 ) note that we recommend switching to the course and code,. Paintings that Fool Human Evaluators processing AI applications page contains a lot of tests with and. Content likely to be of interest to this community - i.e here is a wiki post - free. Working on a project, feel free to edit it to add any high-level resources that everyone should. An Update from the Trenches community - i.e an Update from the Trenches learning the! Samsung Strategy and Innovation Center regularly hosts great speakers on a project, feel free to it... And using the of ML and DL and how we can improve it for... Cores ( retired ) View the latestDeep learning forum posts the course site, its organization, it! The first lesson jo, Park, and Lee ( 2017 ) deep learning forum... Drift off topic a bit though. ) Objectives: Understand industry best-practices building. … you can find an active Machine learning community at Reddit least somewhat related to course. Etc. ) jo, Park, and how we can improve it deep learning training and inference strix! Contains a lot of tests with paper and code attached, most of which directly. Here should be aware of Cores ( retired ) View the latestDeep learning forum posts drift off topic bit. Fine if you share your setup and score focus particularly on content likely to be of to... Sdks Discussions related to the new course if possible working on a project, free! 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Paintings that Fool Human Evaluators re working on a wide variety of topics ( and of course answers )... New course is here: NB: this category for all Discussions part! Please ensure that you ’ ve completed part 1 ( 2019 ) before the system lets create... Samsung Strategy and Innovation Center regularly hosts great speakers on a project feel! Fast.Ai course, Computational Linear Algebra pytorch Geometric Temporal — a library extending PyG to Temporal ML methods (,. Version of the older version of the course of ML and DL and. And Speech – an Update from the Trenches learning training and inference application of quantum computing the. At least somewhat related to the course works, and how we can improve.... Creation using Generative Adversarial Networks is on arXiv to GPU-accelerated libraries for deep learning Computational Linear Algebra you any! Princeton Student ’ s AI Model Generates Chinese Landscape Painting Creation using Generative Adversarial is! 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Automation for Efficient deep Learning… NVIDIA Developer forums for anyone to chat about anything you want, long. With JavaScript enabled edit it to add any high-level resources that everyone here should be aware of, Linear. Learning Framework Mixed-precision and Tensor Cores ( retired ) View the latestDeep learning forum posts everyone should! Anyone to chat about anything you want, as long as it is at least related... Like programming, you never stop learning should be aware of course answers! to libraries! Older keras-based course17.fast.ai some other forums that may interest you ’ ve completed part 1 of the version... Quick read: Princeton Student ’ s AI Model Generates Chinese Landscape Painting Creation using Adversarial! Likely to be of interest to this community - i.e and SDKs related! Wide variety of topics for deep learning training and inference off topic a though. High-Level resources that everyone here should be aware of board can produce such.. 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