pytorch-vitAn Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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DocSumA tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
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small-textActive Learning for Text Classification in Python
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TransCenterThis is the official implementation of TransCenter. The code and pretrained models are now available here: https://gitlab.inria.fr/yixu/TransCenter_official.
Stars: ✭ 82 (+355.56%)
Text-SummarizationAbstractive and Extractive Text summarization using Transformers.
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Product-Categorization-NLPMulti-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
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modulesThe official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
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text2classMulti-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT
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lightning-transformersFlexible components pairing 🤗 Transformers with Pytorch Lightning
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transformers-interpretModel explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
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spark-transformersSpark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.
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deepfrogAn NLP-suite powered by deep learning
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smaller-transformersLoad What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.
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converseConversational text Analysis using various NLP techniques
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golgothaContextualised Embeddings and Language Modelling using BERT and Friends using R
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gnn-lspeSource code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
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classyclassy is a simple-to-use library for building high-performance Machine Learning models in NLP.
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WellcomeMLRepository for Machine Learning utils at the Wellcome Trust
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ParsBigBirdPersian Bert For Long-Range Sequences
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label-studio-transformersLabel data using HuggingFace's transformers and automatically get a prediction service
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miniconsUtility for analyzing Transformer based representations of language.
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Transformers-TutorialsThis repository contains demos I made with the Transformers library by HuggingFace.
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MISEMultimodal Image Synthesis and Editing: A Survey
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iPerceiveApplying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
Stars: ✭ 52 (+188.89%)
elastic transformersMaking BERT stretchy. Semantic Elasticsearch with Sentence Transformers
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robo-vlnPytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"
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Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
Stars: ✭ 151 (+738.89%)
text2textText2Text: Cross-lingual natural language processing and generation toolkit
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language-plannerOfficial Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
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OpenDialogAn Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统,一键部署微信闲聊机器人)
Stars: ✭ 94 (+422.22%)
molecule-attention-transformerPytorch reimplementation of Molecule Attention Transformer, which uses a transformer to tackle the graph-like structure of molecules
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tttA package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+
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text2keywordsTrained T5 and T5-large model for creating keywords from text
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TermiNetwork🌏 A zero-dependency networking solution for building modern and secure iOS, watchOS, macOS and tvOS applications.
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xpandasUniversal 1d/2d data containers with Transformers functionality for data analysis.
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eve-botEVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support
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bert-squeeze🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
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long-short-transformerImplementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
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robustness-vitContains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).
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deepconsensusDeepConsensus uses gap-aware sequence transformers to correct errors in Pacific Biosciences (PacBio) Circular Consensus Sequencing (CCS) data.
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C-TranGeneral Multi-label Image Classification with Transformers
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anonymisationAnonymization of legal cases (Fr) based on Flair embeddings
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BERT-NERUsing pre-trained BERT models for Chinese and English NER with 🤗Transformers
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wechselCode for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
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TorchBlocksA PyTorch-based toolkit for natural language processing
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remixer-pytorchImplementation of the Remixer Block from the Remixer paper, in Pytorch
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knowledge-neuronsA library for finding knowledge neurons in pretrained transformer models.
Stars: ✭ 72 (+300%)
HVT[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"
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n-grammer-pytorchImplementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch
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nuwa-pytorchImplementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch
Stars: ✭ 347 (+1827.78%)
optimum🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools
Stars: ✭ 567 (+3050%)