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GitHub / brightmart 4 Repositories

Liang Xu, NLP with deep learning. Mainly focus on text classification, intention recognition, QA & task oriented dialogue, pre-trained models.

brightmart/slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

Language: Python - Size: 2.43 MB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 177 - Forks: 66

brightmart/nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Size: 3.91 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 9,727 - Forks: 1,559

brightmart/roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

Language: Python - Size: 308 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2,718 - Forks: 413

brightmart/albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

Language: Python - Size: 2 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 3,976 - Forks: 752

brightmart/text_classification

all kinds of text classification models and more with deep learning

Language: Python - Size: 14.1 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 7,910 - Forks: 2,566

brightmart/bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Language: Python - Size: 16 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 966 - Forks: 211

brightmart/sentiment_analysis_fine_grain

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

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 593 - Forks: 163

brightmart/ai_law

all kinds of baseline models for long text classificaiton( text categorization)

Language: Python - Size: 8.87 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 287 - Forks: 76

brightmart/xlnet_zh

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

Language: Python - Size: 683 KB - Last synced at: 7 days ago - Pushed at: almost 6 years ago - Stars: 230 - Forks: 35

brightmart/nlu_sim

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Language: Python - Size: 16.4 MB - Last synced at: 2 months ago - Pushed at: about 7 years ago - Stars: 297 - Forks: 89

brightmart/multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information

Language: Python - Size: 61.5 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 178 - Forks: 29

brightmart/cs229_MachineLearning_AndrewNg_Coursera

Machine Learning from Andrew Ng at coursera.org with Standford

Language: Limbo - Size: 235 MB - Last synced at: 5 months ago - Pushed at: almost 9 years ago - Stars: 4 - Forks: 4

brightmart/bert_customized

bert with customized features

Language: Python - Size: 77.1 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 25 - Forks: 5

brightmart/machine_translation

Machine translation using deep learning with lstm,cnn,attention,beam search and so on.

Language: Python - Size: 836 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 5

brightmart/deep_learning_by_andrew_ng_coursera

deep learning specialization by andrew ng though deeplearning.ai on coursera

Language: HTML - Size: 33 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 23 - Forks: 36

brightmart/machine_reading_comprehension

machine reading comprehension with deep learning

Language: Python - Size: 41 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 7

brightmart/MachineLearningNanoDegreeUdacity

Machine Learning Nano Degree at Udacity.com

Language: HTML - Size: 20.4 MB - Last synced at: 5 months ago - Pushed at: almost 9 years ago - Stars: 4 - Forks: 4

brightmart/cs231n_Convolutional-Neural-Networks-for-Visual-Recognition

Convolutional Net for Computer Recognition at Standford: My Own Code

Language: Jupyter Notebook - Size: 82.7 MB - Last synced at: 3 months ago - Pushed at: almost 9 years ago - Stars: 2 - Forks: 4

brightmart/cs224d_DeepLearningForNLP

Deep Learning for Nature Language Processing at Standford

Language: Python - Size: 87.5 MB - Last synced at: 3 months ago - Pushed at: almost 9 years ago - Stars: 13 - Forks: 11

brightmart/P-tuning Fork of bojone/P-tuning

P-tuning方法在中文上的简单实验

Size: 14.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

brightmart/stable-diffusion Fork of CompVis/stable-diffusion

Size: 41.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

brightmart/name_entity_recognition

Name Entity Recognition with DNN

Language: Python - Size: 5.86 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 4

brightmart/jieba Fork of fxsjy/jieba

结巴中文分词

Language: Python - Size: 42.2 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 3

brightmart/milvus Fork of milvus-io/milvus

An open-source vector database for embedding similarity search and AI applications.

Size: 107 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

brightmart/bert_cn_finetune Fork of ewrfcas/bert_cn_finetune

Bert finetune for CMRC2018, CJRC, DRCD...

Size: 105 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 2

brightmart/stylegan2-ada Fork of NVlabs/stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

brightmart/neural_renderer Fork of daniilidis-group/neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

Size: 25.6 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

brightmart/machine_learning

machine learning applied to NLP without deep learning

Language: Python - Size: 98.6 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 5

brightmart/bert Fork of google-research/bert

TensorFlow code and pre-trained models for BERT

Size: 310 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

brightmart/nmt Fork of tensorflow/nmt

TensorFlow Neural Machine Translation Tutorial

Language: Python - Size: 1.12 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

brightmart/Pattern-Exploiting-Training Fork of bojone/Pattern-Exploiting-Training

Pattern-Exploiting Training在中文上的简单实验

Size: 16.6 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

brightmart/deep_learning_book_notes

The key points of deep learning book, write as notes.

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 1

brightmart/CCF-BDCI-Sentiment-Analysis-Baseline Fork of guoday/CCF-BDCI-Sentiment-Analysis-Baseline

The code for CCF-BDCI-Sentiment-Analysis-Baseline

Size: 994 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

brightmart/pixel2style2pixel Fork of eladrich/pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

Language: Jupyter Notebook - Size: 24.4 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

brightmart/UI2I_via_StyleGAN2 Fork of HideUnderBush/UI2I_via_StyleGAN2

Unsupervised image-to-image translation method via pre-trained StyleGAN2 network

Language: Python - Size: 13 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

brightmart/stylegan2 Fork of justinpinkney/stylegan2

StyleGAN2 - Official TensorFlow Implementation with practical improvements

Language: Python - Size: 2.29 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

brightmart/bert_original

just fork from bert, add some config files

Language: Python - Size: 130 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

brightmart/dynamic_pointer_network

an implementation of Pointer Network using tensorflow

Language: Python - Size: 1.87 MB - Last synced at: 3 months ago - Pushed at: almost 8 years ago - Stars: 9 - Forks: 6

brightmart/magpie Fork of inspirehep/magpie

Deep neural network framework for multi-label text classification

Language: Python - Size: 91 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 2

brightmart/question_answering_with_context

models of question answering with context and it's application

Size: 501 KB - Last synced at: 5 months ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 6