Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Stars: ✭ 738 (+3254.55%)
NiuTrans.NMTA Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.
Stars: ✭ 112 (+409.09%)
number-to-words⚡ Thư viện hổ trợ chuyển đổi số sang chữ số Tiếng Việt.
Stars: ✭ 19 (-13.64%)
verseagilityRamp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.
Stars: ✭ 23 (+4.55%)
TraxTrax — Deep Learning with Clear Code and Speed
Stars: ✭ 6,666 (+30200%)
zeroZero -- A neural machine translation system
Stars: ✭ 121 (+450%)
wenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
Stars: ✭ 2,384 (+10736.36%)
Bert For Tf2A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
Stars: ✭ 683 (+3004.55%)
linformerImplementation of Linformer for Pytorch
Stars: ✭ 119 (+440.91%)
Deep Ctr PredictionCTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Stars: ✭ 628 (+2754.55%)
AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
Stars: ✭ 108 (+390.91%)
Embedding As ServiceOne-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Stars: ✭ 151 (+586.36%)
Transformer-TransducerPyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)
Stars: ✭ 61 (+177.27%)
WenetProduction First and Production Ready End-to-End Speech Recognition Toolkit
Stars: ✭ 617 (+2704.55%)
communityÔng Dev Community
Stars: ✭ 64 (+190.91%)
React Native Svg TransformerImport SVG files in your React Native project the same way that you would in a Web application.
Stars: ✭ 568 (+2481.82%)
transformerBuild English-Vietnamese machine translation with ProtonX Transformer. :D
Stars: ✭ 41 (+86.36%)
YinThe efficient and elegant JSON:API 1.1 server library for PHP
Stars: ✭ 214 (+872.73%)
PAMLPersonalizing Dialogue Agents via Meta-Learning
Stars: ✭ 114 (+418.18%)
SegFormerOfficial PyTorch implementation of SegFormer
Stars: ✭ 1,264 (+5645.45%)
BigbirdTransformers for Longer Sequences
Stars: ✭ 146 (+563.64%)
Speech TransformerA PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Stars: ✭ 565 (+2468.18%)
nested-transformerNested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf
Stars: ✭ 174 (+690.91%)
Tensorflowasr集成了Tensorflow 2版本的端到端语音识别模型,并且RTF(实时率)在0.1左右/Mandarin State-of-the-art Automatic Speech Recognition in Tensorflow 2
Stars: ✭ 145 (+559.09%)
german-sentimentA data set and model for german sentiment classification.
Stars: ✭ 37 (+68.18%)
Rust BertRust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Stars: ✭ 510 (+2218.18%)
LightseqLightSeq: A High Performance Inference Library for Sequence Processing and Generation
Stars: ✭ 501 (+2177.27%)
basis-expansionsBasis expansion transformers in sklearn style.
Stars: ✭ 74 (+236.36%)
TupeTransformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.
Stars: ✭ 143 (+550%)
proc-thatproc(ess)-that - easy extendable ETL tool for Node.js. Written in TypeScript.
Stars: ✭ 25 (+13.64%)
Awesome Visual TransformerCollect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
Stars: ✭ 475 (+2059.09%)
attention-is-all-you-need-paperImplementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
Stars: ✭ 97 (+340.91%)
Multimodal ToolkitMultimodal model for text and tabular data with HuggingFace transformers as building block for text data
Stars: ✭ 78 (+254.55%)
trapperState-of-the-art NLP through transformer models in a modular design and consistent APIs.
Stars: ✭ 28 (+27.27%)
kospeechOpen-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.
Stars: ✭ 456 (+1972.73%)
Seq2seqchatbotsA wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
Stars: ✭ 466 (+2018.18%)
TitleStylistSource code for our "TitleStylist" paper at ACL 2020
Stars: ✭ 72 (+227.27%)
Nlp researchNLP research:基于tensorflow的nlp深度学习项目,支持文本分类/句子匹配/序列标注/文本生成 四大任务
Stars: ✭ 141 (+540.91%)
Transformer-MM-Explainability[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
Stars: ✭ 484 (+2100%)
JukeboxCode for the paper "Jukebox: A Generative Model for Music"
Stars: ✭ 4,863 (+22004.55%)
vietTTSVietnamese Text to Speech library
Stars: ✭ 78 (+254.55%)
Sttn[ECCV'2020] STTN: Learning Joint Spatial-Temporal Transformations for Video Inpainting
Stars: ✭ 211 (+859.09%)
Distre[ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
Stars: ✭ 75 (+240.91%)
pynmta simple and complete pytorch implementation of neural machine translation system
Stars: ✭ 13 (-40.91%)
Hardware Aware Transformers[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
Stars: ✭ 206 (+836.36%)
DialogptLarge-scale pretraining for dialogue
Stars: ✭ 1,177 (+5250%)
kosrKorean speech recognition based on transformer (트랜스포머 기반 한국어 음성 인식)
Stars: ✭ 25 (+13.64%)
SOLQ"SOLQ: Segmenting Objects by Learning Queries", SOLQ is an end-to-end instance segmentation framework with Transformer.
Stars: ✭ 159 (+622.73%)