Understanding Deep Learning

Understand the algebra behind Deep Learning https://www.ismailmebsout.com/deep-learning/ 5 comments 9/3/2020 learnmachinelearning

Anyone Can Learn to Code and Understand Deep Learning https://iamtrask.github.io/2016/08/17/grokking-deep-learning/ 9 comments 18/8/2016 datascience

Understanding why Deep Learning works from Goodfellow's book https://www.deeplearningbook.org/ 4 comments 30/6/2024 deeplearning

New Book: Understanding Deep Learning https://udlbook.github.io/udlbook/ 4 comments 3/2/2023 deeplearning

Understanding and Diagnosing Deep Reinforcement Learning https://openreview.net/pdf?id=s9RKqT7jVM 3 comments 27/6/2024 science

Understanding Deep Learning: new awesome textbook https://udlbook.github.io/udlbook/ 10 comments 3/1/2024 learnmachinelearning

[P] New book: Understanding Deep Learning https://udlbook.github.io/udlbook/ 30 comments 4/8/2022 machinelearning

Help with understanding something from deep learning course https://prnt.sc/u20guo 4 comments 19/8/2020 deeplearning

Most people who bash deep learning don't even understand it. https://www.reddit.com/r/lisp/comments/ass5u4/ranking_of_programming_languages_19882018_the/eh0pp1r/ 13 comments 28/2/2019 deeplearning

Understanding deep learning requires rethinking generalization https://arxiv.org/abs/1611.03530 5 comments 5/2/2017 compsci

Why you should stop worrying about deep learning and deepen your understanding of causality instead http://yanirseroussi.com/2016/02/14/why-you-should-stop-worrying-about-deep-learning-and-deepen-your-understanding-of-causality-instead/ 8 comments 15/2/2016 datascience

Why you should stop worrying about deep learning and deepen your understanding of causality instead http://yanirseroussi.com/2016/02/14/why-you-should-stop-worrying-about-deep-learning-and-deepen-your-understanding-of-causality-instead/ 17 comments 15/2/2016 statistics

Scientists have created an electronic tongue, or an E-tongue, which acts like human tongues which have a sense of taste | It can identify four tastes – saltiness, sourness, astringency, and sweetness – in just a tiny bit of food, and uses deep-learning technology to understand taste. https://pubs.acs.org/doi/10.1021/acsami.3c09684 10 comments 28/12/2023 science

[P] New textbook: Understanding Deep Learning https://udlbook.github.io/udlbook/ 58 comments 23/1/2023 machinelearning

Facebook announces DeepText, a deep learning text understanding engine https://code.facebook.com/posts/181565595577955/introducing-deeptext-facebook-s-text-understanding-engine/ 8 comments 2/6/2016 compsci

[article] AI Limits: Can Deep Learning Models Like BERT Ever Understand Language? https://neptune.ai/blog/ai-limits-can-deep-learning-models-like-bert-ever-understand-language?utm_source=reddit&utm_medium=post&utm_campaign=blog-ai-limits-can-deep-learning-models-like-bert-ever-understand-language&utm_content=artificial 3 comments 27/11/2020 artificial

Understanding Neural Networks. From neuron to RNN, CNN, and Deep Learning https://towardsdatascience.com/understanding-neural-networks-from-neuron-to-rnn-cnn-and-deep-learning-cd88e90e0a90 4 comments 14/9/2018 datascience

I'm trying to understand deep learning so I plotted 4 activation functions I learned about from Andrew Ng's DL Course. http://joshlawman.com/activation-functions/ 11 comments 13/10/2017 deeplearning

Facebook follows Google and implements deep learning as it learns to understand sarcastic status updates and comments https://theconversation.com/oh-great-facebook-wants-to-know-youre-being-sarcastic-18260 3 comments 25/9/2013 technology

[R] Towards understanding deep learning with the natural clustering prior (PhD thesis) https://dial.uclouvain.be/pr/boreal/object/boreal:258239 11 comments 9/2/2022 machinelearning

[R] The Principles of Deep Learning Theory: An Effective Theory Approach to Understanding Neural Networks https://deeplearningtheory.com/pdlt.pdf 4 comments 19/6/2021 machinelearning

I interned at a satellite imagery company & made some tutorials on how to use deep learning for computer vision. Not just a model, but understanding where to go from there & improve it. https://github.com/MaxLenormand/Keras-for-computer-vision 4 comments 9/2/2020 learnmachinelearning

For anyone trying to get a better understanding of different deep learning architectures—I made a package called TorchLens that can visualize and extract the metadata from any PyTorch neural network in just one line of code https://github.com/johnmarktaylor91/torchlens 10 comments 23/6/2024 learnmachinelearning

Computers still struggle to understand text, because even though deep learning excels at learning statistical correlations, it lacks robust ways of understanding how the meanings of sentences relate to their parts https://www.wired.com/story/adaptation-if-computers-are-so-smart-how-come-they-cant-read/ 21 comments 11/4/2020 cogsci

Computers still struggle to understand text, because even though deep learning excels at learning statistical correlations, it lacks robust ways of understanding how the meanings of sentences relate to their parts https://www.wired.com/story/adaptation-if-computers-are-so-smart-how-come-they-cant-read/ 55 comments 10/4/2020 linguistics

Gesturing with hands is a powerful tool for children’s math learning: Children who use their hands to gesture during a math lesson gain a deep understanding of the problems they are taught, according to new research http://news.uchicago.edu/article/2014/03/10/gesturing-hands-powerful-tool-children-s-math-learning 270 comments 12/3/2014 science