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158 search results found

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Clip As Service ⭐ 12,160

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Nlp Architect ⭐ 2,927

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

Ailearning Theory Applying ⭐ 2,637

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Mt Dnn ⭐ 2,154

Multi-Task Deep Neural Networks for Natural Language Understanding

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Texar ⭐ 2,008

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Alicemind ⭐ 1,870

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Deberta ⭐ 1,673

The implementation of DeBERTa

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Nlp Knowledge Graph ⭐ 1,560

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Getting Things Done With Pytorch ⭐ 873

Jupyter 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.

Service Streamer ⭐ 860

Boosting your Web Services of Deep Learning Applications.

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Neural Network Compression Framework for enhanced OpenVINO™ inference

Texar Pytorch ⭐ 711

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Phobert ⭐ 593

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Nlp Paper ⭐ 579

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Bigbird ⭐ 433

Transformers for Longer Sequences

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Mengzi Pretrained Models

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Extreme Bert ⭐ 263

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Bert Attributeextraction ⭐ 185

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

Awesome Llm Eval ⭐ 183

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Bert Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Awesome Mim ⭐ 178

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Annotated Ml Papers ⭐ 178

Annotations of the interesting ML papers I read

Nl2sql Rule ⭐ 177

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Tldr Transformers ⭐ 163

The "tl;dr" on a few notable transformer papers.

Quickai ⭐ 159

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

C++ model train&inference framework

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

Chinese Law Bert Similarity ⭐ 137

bert chinese similarity

Deploy Bert For Sentiment Analysis With Fastapi ⭐ 129

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

French Sentiment Analysis With Bert ⭐ 124

How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset

Tf Metal Experiments ⭐ 123

TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Dual Contrastive Learning ⭐ 95

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Toeicbert ⭐ 86

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Punctuation Restoration ⭐ 80

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

[CVPR 2022] Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Bert_experimental ⭐ 74

code and supplementary materials for a series of Medium articles about the BERT model

Kddcup2022 Wpf ⭐ 73

3rd place solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting

Electra_pytorch ⭐ 73

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Vietnamese Electra ⭐ 59

Electra pre-trained model using Vietnamese corpus

Robo Vln ⭐ 56

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Cool Nlpcv ⭐ 48

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

Asamiasami ⭐ 45

State-Of-The-Art & ready to use mini NLP models for Indian Languages

Cybertron ⭐ 44

mindspore implementation of transformers

Bert As A Service_tfx ⭐ 42

End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Emotion recognition in conversation

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Easy Bert ⭐ 38

easy-bert是一个中文NLP工具，提供诸多bert变体调用和调参方法，极速上手；清晰的设计和代

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

Ratransformers ⭐ 38

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Oreilly Hands On Transformers ⭐ 37

Hands on NLP and Computer Vision with Transformers

Kaggle Google Quest ⭐ 37

Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Arelight ⭐ 34

Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit

Zero Shot Bert Adapters ⭐ 32

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Punctuator ⭐ 32

A small seq2seq punctuator tool based on DistilBERT

Bert_spacy_rasa ⭐ 31

Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa

Geanet Biomed Event Extraction ⭐ 31

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

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