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159 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Haystack ⭐ 12,474

🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Leedl Tutorial ⭐ 8,682

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

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

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

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.

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

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.

Transformers Tutorials ⭐ 777

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

Vl Bert ⭐ 680

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

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

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Sentiment_analysis_fine_grain ⭐ 504

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Pytorch Bert Crf Ner ⭐ 461

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Tensorflow Nlp Tutorial ⭐ 432

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

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.

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Bert Loves Chemistry ⭐ 240

bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Demo Chinese Text Binary Classification With Bert ⭐ 219

Finbert ⭐ 211

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

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)

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Hugsvision ⭐ 170

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

Gpt2 Bert Reddit Bot ⭐ 149

a bot that generates realistic replies using a combination of pretrained GPT-2 and BERT models

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 : )

Repo 2019 ⭐ 135

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

Xiaohei Zuowen ⭐ 131

小嘿作文生成器：根据主题谓语、主题宾语，生成中学考试风格的作文。

Getting Started With Google Bert ⭐ 126

Build and train state-of-the-art natural language processing models using BERT

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)

Awesome Llm Large Language Models Notes ⭐ 119

What can I do with a LLM model?

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

Transformers Ru ⭐ 101

A list of pretrained Transformer models for the Russian language.

Transfomers Silicon Research ⭐ 97

Research and Materials on Hardware implementation of Transformer Model

Meta Learning Bert ⭐ 94

Meta learning with BERT as a learner

Code Bert Score ⭐ 91

CodeBERTScore: an automatic metric for code generation, based on BERTScore

Scientificsummarizationdatasets ⭐ 88

Datasets I have created for scientific summarization, and a trained BertSum model

Marathinlp ⭐ 80

Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.

Dialog Nlu ⭐ 78

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Tf Transformers ⭐ 76

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

Text Summarization ⭐ 76

Abstractive and Extractive Text summarization using Transformers.

Bert_experimental ⭐ 74

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

Llm Powerhouse A Curated Guide For Large Language Models With Custom Training And Inferencing ⭐ 61

LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.

De Limit ⭐ 61

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

Vietnamese Electra ⭐ 59

Electra pre-trained model using Vietnamese corpus

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Bangla Bert ⭐ 56

Bangla-Bert is a pretrained bert model for Bengali language

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Wsdm Cup 2019 ⭐ 46

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

Neural Punctuator ⭐ 45

Complimentary code for our paper Automatic punctuation restoration with BERT models

Videberta ⭐ 44

ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023

Colbert Using Bert Sentence Embedding For Humor Detection ⭐ 44

Novel model and dataset for the task of humor detection

Turkish Bert Nlp Pipeline ⭐ 44

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Bert As A Service_tfx ⭐ 42

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

Gender Unbiased_bert Based_pronoun_resolution ⭐ 41

Source code for the ACL workshop paper and Kaggle competition by Google AI team

Emotion recognition in conversation

Oreilly Hands On Transformers ⭐ 37

Hands on NLP and Computer Vision with Transformers

Pn Summary ⭐ 37

A well-structured summarization dataset for the Persian language!

Ganbert Pytorch ⭐ 31

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Kobertsum ⭐ 31

KoBertSum은 BertSum모델을 한국어 데이터에 적용할 수 있도록 수정한 한국어 요약 모델입니다.

Mongolian Text Classification ⭐ 31

Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

Amazon Ml Challenge2021 ⭐ 28

Scripts and Approach for Amazon ML Challenge

Robertuito ⭐ 28

A pre-trained language model for social media text in Spanish

Les Military Mrc Rank7 ⭐ 26

莱斯杯：全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案

Neural Ranking Kd ⭐ 26

Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation

Twinbert ⭐ 25

pytorch implementation of the TwinBert paper

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Nlp Review Scorer ⭐ 22

Score your NLP paper review

Policy Data Analyzer ⭐ 22

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Markers_bert ⭐ 22

Text Generation Transformer ⭐ 22

text generation based on transformer

Mongolian Bert ⭐ 21

Pre-trained Mongolian BERT models

Npo_classifier ⭐ 21

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

Rumedbench ⭐ 20

https://arxiv.org/abs/2201.06499

Oreilly Bert Nlp ⭐ 20

This repository contains code for the O'Reilly Live Online Training for BERT

Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis

Applied Deep Learning (2019 Spring) @ NTU

Bert Lrp ⭐ 19

On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification

A web-app to identify toxic comments in a youtube channel and delete them.

Pragmeval ⭐ 18

Discourse Based Evaluation of Language Understanding

Vision2022 ⭐ 18

Slides of "Machine Vision" course by Zhejiang University Student Smart Factory Innovation Club 浙江大学学生智能工厂创新俱乐部《智能工厂软机器视觉教学》社团精品课程

Sapiens is a human antibody language model based on BERT.

Bert_quora_question_pairs ⭐ 18

BERT Model Fine-tuning on Quora Questions Pairs

Fake News Classification Model ⭐ 16

✨ Fake news classification using source adaptive framework - BE Project 🎓The repository contains Detailed Documentation of the project, Classification pipeline, Architecture, System Interface Design, Tech stack used.

Bert Probe ⭐ 16

BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipes of implicit and explicit defenses against character-level attacks.

Long Texts Sentiment Analysis Roberta ⭐ 16

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

Text Summarizer ⭐ 16

Comparing state of the art models for text summary generation

Ai_web_riskout_bts ⭐ 15

RISKOUT - 국방 리스크 관리 플랫폼

Multi Label Classification Of Pubmed Articles ⭐ 14

The traditional machine learning models give a lot of pain when we do not have sufficient labeled data for the specific task or domain we care about to train a reliable model. Transfer learning allows us to deal with these scenarios by leveraging the already existing labeled data of some related task or domain. We try to store this knowledge gained in solving the source task in the source domain and apply it to our problem of interest. In this work, I have utilized Transfer Learning utilizing

Google Summer Of Code 2021 Tensorflow ⭐ 14

📌Final submission for Google Summer of Code at @Tensorflow ❤️

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