brightmart/cs229_MachineLearning_AndrewNg_Coursera

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brightmart/cs229_MachineLearning_AndrewNg_Coursera

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Machine Learning from Andrew Ng at coursera.org with Standford

nlp_chinese_corpus

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

text_classification

all kinds of text classification models and more with deep learning

albert_zh

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

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

bert_language_understanding

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

sentiment_analysis_fine_grain

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

Jupyter Notebook

nlu_sim

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

ai_law

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

xlnet_zh

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

multi-label_classification

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

slot_filling_intent_joint_model

attention based joint model for intent detection and slot filling

bert_customized

bert with customized features

deep_learning_by_andrew_ng_coursera

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

machine_reading_comprehension

machine reading comprehension with deep learning

machine_translation

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

cs224d_DeepLearningForNLP

Deep Learning for Nature Language Processing at Standford

name_entity_recognition

Name Entity Recognition with DNN

dynamic_pointer_network

an implementation of Pointer Network using tensorflow

machine_learning

machine learning applied to NLP without deep learning

question_answering_with_context

models of question answering with context and it's application

MachineLearningNanoDegreeUdacity

Machine Learning Nano Degree at Udacity.com

bert_original

just fork from bert, add some config files

cs231n_Convolutional-Neural-Networks-for-Visual-Recognition

Convolutional Net for Computer Recognition at Standford: My Own Code

Jupyter Notebook

deep_learning_book_notes

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