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Roger Ren's Projects

music-store icon music-store

using zend framework (MVC : web application framework for php)

nlp-journey icon nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow。

nlp-projects icon nlp-projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nrepapers icon nrepapers

Must-read papers on neural relation extraction (NRE)

openemr icon openemr

Mirror of official OpenEMR Sourceforge repository

openemr-app icon openemr-app

Automatically exported from code.google.com/p/openemr-app

os01 icon os01

Bootstrap yourself to write an OS from scratch. A book for self-learner.

papers-we-love icon papers-we-love

Papers from the computer science community to read and discuss.

pycon2015 icon pycon2015

Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/367/

python icon python

All Algorithms implemented in Python

pytorch-transformers-classification icon pytorch-transformers-classification

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

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