Published in Geek Culture·2 days agoMember-onlyFacebook asked this question 28 times and Google asked 15 times in the past 6 month528. Random Pick with Weight Medium 1.2K 525Leetcode Medium3 min readLeetcode Medium3 min read
Published in Level Up Coding·Nov 27Member-onlyKaggle knowledge points: BERT’s five pooling methodsThe BERT model can be used for multiple tasks, and it is also a necessary method for the current NLP model. In text classification, we will use [CLS]the corresponding output to complete text classification, of course there are other methods. This allows each tokencorresponding output to be used poolingand then…Bert3 min readBert3 min read
Nov 26Member-onlyPyTorch 1.13 Officially Released: CUDA upgrade, integration of multiple libraries, M1 chip supportPyTorch Developer Community. Share PyTorch-related technical updates, tutorial applications Content guide Recently, the PyTorch team announced the release of Pytorch 1.13 on the official blog. This article will introduce the four highlights of the new version in detail. According to the official introduction, PyTorch 1.13 includes the stable version of…Deep Learning6 min readDeep Learning6 min read
Published in Geek Culture·Nov 20Member-onlyNeurIPS 2022 | The First Multi-Modal Science Question Answering (Science QA) Dataset with Detailed Explanations Deep Learning Model Reasoning has a Chain of ThoughtsLearning and completing complex tasks efficiently like humans is one of the long-term goals pursued by artificial intelligence. Human beings can follow a complete chain of thought (CoT) reasoning process in the decision-making process, so as to make reasonable explanations for the given answers. However, most of the existing machine…NLP10 min readNLP10 min read
Published in Geek Culture·Nov 20Member-only‘Nanobots’ working in blood vessels have a prototypeThis robot is smaller than the head of an ant, but it can already work autonomously. In the prospect of future technology, in addition to virtual worlds, genetic engineering and nuclear fusion, people also imagine nano-robots that can run in blood vessels and help you treat diseases. …Robotics5 min readRobotics5 min read
Published in Level Up Coding·Nov 20Member-onlyGoogle Scientists Talk: How to Make Embodied Reasoning a Reality? Let the big model “speak” the language of the robotIntroduction: The field of robotics has been developed for thirty or forty years, but the progress in application is slow. This is because the robot is built on the assumption that the working environment is simple and controllable. …Robotics15 min readRobotics15 min read
Published in Geek Culture·Nov 12Member-onlyThe First in the World! Meta AI Opens 600 million+ Metagenomic Protein Structure Maps, and 15 billion parameters language models were completed in two weeksToday, in the field of protein structure prediction, “a hundred schools of thought contend, and a hundred schools of thought are allowed to flourish” in major factories. This year, DeepMind published the predicted structures of some 220 million proteins, which cover nearly all the proteins of known organisms in DNA…New Techonology8 min readNew Techonology8 min read
Published in Geek Culture·Nov 5Member-onlyAn artificial intelligence-based chemical synthesis robot for nanomaterial exploration and optimizationResearchers at the University of Glasgow have proposed an autonomous chemical synthesis robot for the exploration, discovery and optimization of nanostructures driven by real-time spectral feedback, theoretical and machine learning algorithms that control reaction conditions and allow for selectivity Templated reaction. …Science6 min readScience6 min read
Published in Byte Sized Machine Learning·Oct 31Member-onlyMasked Autoencoder (MAE) Latest Paper recommendations1. Heterogeneous Graph Masked Autoencoders Yijun Tian, Kaiwen Dong, Chunhui Zhang, Chuxu Zhang, Nitesh V. Chawla https://arxiv.org/pdf/2208.09957 Generative self-supervised learning (SSL), especially masked autoencoders, has become one of the most exciting learning paradigms and has shown great potential in graph learning. …Machine Learning7 min readMachine Learning7 min read
Published in Level Up Coding·Oct 27Member-onlyThe official version of Python 3.11 is here and 10–60% faster than 3.10. This could be the best version!Finally, the official version of Python 3.11 is released! On January 1, 2020, Python officially ended the maintenance of Python 2, which means that Python 2 has been completely retired and entered the era of Python 3. Since entering version 3, Python has officially released many modified branches, and now…Python8 min readPython8 min read
