Meta tags:
description=GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.;

Headings (most frequently used words):

pytorch, to, lucidrains, attention, your, this, awesome, repositories, saved, searches, navigation, topic, footer, nndl, transformer, gat, speech, search, code, users, issues, pull, requests, provide, feedback, mechanism, menu, use, filter, results, more, quickly, here, are, 514, public, matching, improve, page, add, repo, rasbt, llms, from, scratch, vit, blinkdl, rwkv, lm, brightmart, text_classification, transformers, dalle, cmhungsteve, benedekrozemberczki, graph, classification, kyubyong, ruvnet, ruvector, petarv, zzw922cn, recognition, synthesis, papers, diegoantognini, pygat, sgrvinod, tutorial, image, captioning, linto, ai, whisper, timestamped, philipperemy, keras, gordicaleksa, raiyanyahya, how, train, gpt, reformer,

Text of the page (most frequently used words):
#attention (54), code (28), mechanism (25), updated (22), pytorch (22), transformer (22), issues (22), pull (21), requests (21), star (21), python (20), learning (19), graph (19), and (17), networks (13), all (13), speech (13), github (12), deep (12), your (10), with (10), transformers (10), language (10), model (10), classification (10), 2026 (9), the (9), you (8), security (8), jul (8), image (7), from (7), gpt (7), gat (7), implementation (7), neural (7), recognition (7), vision (7), topic (6), 2023 (6), llm (6), text (6), discussions (6), synthesis (6), papers (6), enterprise (6), view (6), this (5), more (5), topics (5), artificial (5), intelligence (5), machine (5), jupyter (5), scratch (5), tutorial (5), network (5), self (5), models (5), awesome (5), embedding (5), search (5), can (4), community (4), lucidrains (4), notebook (4), keras (4), voice (4), rnn (4), rust (4), features (4), rwkv (4), stars (4), explore (4), support (4), time (3), manage (3), navigation (3), page (3), add (3), jun (3), processing (3), like (3), are (3), sponsor (3), 2022 (3), need (3), speaker (3), automatic (3), captioning (3), computer (3), tensorflow (3), gnn (3), performance (3), multi (3), most (3), repositories (3), another (3), tab (3), window (3), refresh (3), session (3), reload (3), sign (3), saved (3), documentation (3), use (3), feedback (3), grade (3), copilot (3), platform (3), solutions (3), that (2), footer (2), learn (2), repo (2), developers (2), reformer (2), natural (2), build (2), every (2), paper (2), veličković (2), for (2), cora (2), dataset (2), mar (2), sep (2), multilingual (2), seq2seq (2), asr (2), whisper (2), encoder (2), show (2), attend (2), tell (2), https (2), arxiv (2), org (2), abs (2), 1710 (2), 10903 (2), singing (2), conversion (2), verification (2), tts (2), ocr (2), vector (2), ruvector (2), memory (2), kernels (2), representation (2), convolutional (2), kernel (2), 2024 (2), vit (2), list (2), sentence (2), chatgpt (2), linear (2), great (2), nndl (2), step (2), recently (2), fewest (2), forks (2), sort (2), 514 (2), filter (2), sponsors (2), events (2), collections (2), trending (2), signed (2), appearance (2), settings (2), cancel (2), see (2), available (2), searches (2), business (2), advanced (2), developer (2), open (2), source (2), resources (2), customer (2), services (2), devops (2), app (2), quality (2), merge (2), perform, action, not, share, personal, information, cookies, contact, docs, status, privacy, terms, inc, associate, repository, visit, landing, select, curate, description, links, easily, about, improve, load, efficient, tokenisation, llama, educational, modern, line, commented, explained, five, how, train, raiyanyahya, nov, original, additionally, included, playground, file, visualizing, embeddings, entropy, histograms, supported, both, transductive, ppi, inductive, examples, gordicaleksa, layer, luong, bahdanau, scores, philipperemy, 2025, visualization, diarization, python3, word, level, timestamps, confidence, timestamped, linto, mscoco, decoder, sgrvinod, 2017, pygat, diegoantognini, oct, diffusion, acoustic, timit, dnn, cnn, roadmap, modelling, svs, zzw922cn, apr, petarv, inference, gnns, onnx, low, latency, wasm, mincut, neo4j, high, real, built, ruvnet, may, translation, kyubyong, node, structural, netlsd, graph2vec, weisfeiler, lehman, node2vec, algorithm, methods, deepwalk, collection, important, implementations, benedekrozemberczki, visual, detr, architecture, mechanisms, ultimately, comprehensive, including, codes, related, websites, cmhungsteve, feb, modal, replication, dall, openai, dalle, concise, but, complete, full, set, promising, experimental, various, textrnn, textcnn, class, label, fasttext, nlp, kinds, text_classification, brightmart, lstm, pronounced, rwakuv, which, also, directly, trained, parallelizable, goose, combining, best, constant, space, cache, fast, training, infinite, ctx_len, free, blinkdl, textbook, chinese, 邱锡鹏, 神经网络与深度学习, 蒲公英书, 理论书, 与通识版, 19k, simple, way, achieve, sota, only, single, instruction, tuning, generative, large, pretraining, finetuning, tokenizer, implement, llms, rasbt, least, options, matlab, cuda, tex, typescript, javascript, html, 821, 477, here, public, matching, message, dismiss, alert, switched, accounts, out, resetting, focus, create, qualifiers, our, query, name, results, quickly, submit, include, email, address, contacted, read, piece, take, input, very, seriously, provide, syntax, tips, clear, users, jump, pricing, premium, ons, powered, archive, program, accelerator, maintainer, lab, programs, fund, partners, trust, center, forum, skills, insights, ebooks, reports, webinars, stories, type, software, development, industries, government, manufacturing, financial, healthcare, industry, cases, devsecops, modernization, case, nonprofits, startups, small, medium, teams, enterprises, company, size, marketplace, changelog, blog, why, stop, leaks, before, they, start, secret, protection, secure, find, fix, vulnerabilities, application, enforce, changes, review, plan, track, work, instant, dev, environments, codespaces, automate, any, workflow, actions, workflows, integrate, external, tools, mcp, registry, new, direct, agents, issue, write, better, creation, toggle, menu, skip, content,

Text of the page (random words):
attention mechanism github topics github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes code quality enforce quality at merge application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message explore topics trending collections events github sponsors attention mechanism star here are 2 514 public repositories matching this topic language all filter by language all 2 514 python 1 477 jupyter notebook 821 html 28 javascript 14 typescript 11 c 7 tex 7 cuda 6 rust 6 matlab 5 sort most stars sort options most stars fewest stars most forks fewest forks recently updated least recently updated rasbt llms from scratch star 99 7k code issues pull requests discussions implement a chatgpt like llm in pytorch from scratch step by step python machine learning natural language processing ai deep learning tokenizer transformers pytorch artificial intelligence gpt language model attention mechanism from scratch finetuning pretraining large language models llm generative ai instruction tuning updated jul 11 2026 jupyter notebook lucidrains vit pytorch star 25 4k code issues pull requests discussions implementation of vision transformer a simple way to achieve sota in vision classification with only a single transformer encoder in pytorch computer vision transformers artificial intelligence image classification attention mechanism updated jun 22 2026 python nndl nndl star 19k code issues pull requests 邱锡鹏 神经网络与深度学习 蒲公英书 理论书 v2 与通识版 machine learning deep learning transformer neural networks chinese textbook attention mechanism updated jun 1 2026 blinkdl rwkv lm star 14 6k code issues pull requests discussions rwkv pronounced rwakuv is an rnn with great llm performance which can also be directly trained like a gpt transformer parallelizable we are at rwkv 7 goose so it s combining the best of rnn and transformer great performance linear time constant space no kv cache fast training infinite ctx_len and free sentence embedding deep learning transformers pytorch transformer lstm rnn gpt language model attention mechanism gpt 2 gpt 3 linear attention rwkv chatgpt updated jul 23 2026 python brightmart text_classification star 7 9k code issues pull requests all kinds of text classification models and more with deep learning nlp text classification tensorflow classification convolutional neural networks sentence classification fasttext attention mechanism multi label memory networks multi class textcnn textrnn updated sep 28 2023 python lucidrains x transformers star 5 9k code issues pull requests a concise but complete full attention transformer with a set of promising experimental features from various papers deep learning transformers artificial intelligence attention mechanism updated jul 23 2026 python lucidrains dalle pytorch star 5 6k code issues pull requests discussions implementation replication of dall e openai s text to image transformer in pytorch deep learning transformers artificial intelligence multi modal attention mechanism text to image updated feb 17 2024 python cmhungsteve awesome transformer attention star 5 1k code issues pull requests an ultimately comprehensive paper list of vision transformer attention including papers codes and related websites computer vision deep learning transformers transformer awesome list vit papers attention mechanism attention mechanisms self attention transformer architecture transformer models detr vision transformer transformer cv transformer with cv transformer awesome visual transformer updated jul 30 2024 benedekrozemberczki awesome graph classification sponsor star 4 8k code issues pull requests a collection of important graph embedding classification and representation learning papers with implementations deepwalk kernel methods attention mechanism network embedding graph kernel graph kernels graph convolutional networks classification algorithm node2vec weisfeiler lehman graph embedding graph classification graph attention networks graph representation learning graph2vec deep graph kernels netlsd graph attention model structural attention node embedding updated mar 18 2023 python kyubyong transformer star 4 5k code issues pull requests a tensorflow implementation of the transformer attention is all you need translation transformer implementation attention mechanism attention is all you need updated may 21 2023 python ruvnet ruvector star 4 4k code issues pull requests discussions ruvector is a high performance real time self learning ai vector gnn memory db built in rust rust ocr ai neo4j graph vector mincut wasm low latency attention mechanism onnx gnns graph neural networks gnn gnn model llm inference ai ocr updated jul 23 2026 rust petarv gat star 3 5k code issues pull requests graph attention networks https arxiv org abs 1710 10903 python tensorflow neural networks attention mechanism graph attention networks self attention updated apr 9 2022 python zzw922cn awesome speech recognition speech synthesis papers star 3 1k code issues pull requests automatic speech recognition asr speaker verification speech synthesis text to speech tts language modelling singing voice synthesis svs voice conversion vc roadmap neural network cnn dnn tts speech synthesis speech recognition rnn seq2seq automatic speech recognition papers language model attention mechanism speaker verification voice conversion timit dataset acoustic model diffusion models singing voice synthesis recognition synthesis updated oct 19 2023 diegoantognini pygat star 3 1k code issues pull requests pytorch implementation of the graph attention network model by veličković et al 2017 https arxiv org abs 1710 10903 python pytorch neural networks attention mechanism graph attention networks self attention updated jul 6 2023 python sgrvinod a pytorch tutorial to image captioning star 2 9k code issues pull requests show attend and tell a pytorch tutorial to image captioning computer vision pytorch image captioning show attend and tell attention mechanism encoder decoder pytorch tutorial mscoco updated jul 28 2022 python linto ai whisper timestamped star 2 8k code issues pull requests discussions multilingual automatic speech recognition with word level timestamps and confidence python machine learning deep learning speech transformers python3 pytorch speech recognition speech to text attention mechanism whisper speech processing asr speaker diarization attention model attention is all you need attention seq2seq attention visualization attention network multilingual models updated sep 9 2025 python philipperemy keras attention sponsor star 2 8k code issues pull requests keras attention layer luong and bahdanau scores deep learning keras attention mechanism keras neural networks attention model updated mar 12 2026 python gordicaleksa pytorch gat star 2 7k code issues pull requests my implementation of the original gat paper veličković et al i ve additionally included the playground py file for visualizing the cora dataset gat embeddings an attention mechanism and entropy histograms i ve supported both cora transductive and ppi inductive examples python deep learning jupyter pytorch attention attention mechanism graph attention networks self attention pytorch implementation gat graph attention network pytorch gat gat tutorial updated nov 17 2022 jupyter notebook raiyanyahya how to train your gpt sponsor star 2 3k code issues pull requests build a modern llm from scratch every line commented explained like we are five python machine learning natural language processing tutorial deep learning transformers pytorch educational llama gpt language model attention mechanism from scratch tokenisation llm updated jul 15 2026 jupyter notebook lucidrains reformer pytorch star 2 2k code issues pull requests reformer the efficient transformer in pytorch machine learning transformers pytorch artificial intelligence attention mechanism updated jun 21 2023 python load more improve this page add a description image and links to the attention mechanism topic page so that developers can more easily learn about it curate this topic add this topic to your repo to associate your repository with the attention mechanism topic visit your repo s landing page and select manage topics learn more footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time