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zlhao's Projects

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

deepner icon deepner

天池中药说明书实体识别挑战冠军方案;中文命名实体识别;NER; BERT-CRF & BERT-SPAN & BERT-MRC;Pytorch

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

distiller icon distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

doctr icon doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

dpcnn-textcnn-pytorch-inception icon dpcnn-textcnn-pytorch-inception

本项目主要为针对DPCNN(Deep Pyramid Convolutional Neural Networks for Text Categorization )文本分类(Text Classification)的论文复现以及基于知乎看山杯Inception的修改和复现,后者效果略优。

drrg icon drrg

Deep relational reasoning graph network for arbitrary shape text detection; Accepted by CVPR 2020 (Oral). http://arxiv.org/abs/2003.07493

easynlp icon easynlp

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

easyocr icon easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

eda_nlp_for_chinese icon eda_nlp_for_chinese

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

enctc.crnn icon enctc.crnn

Project for Connectionist Temporal Classification with Maximum Entropy Regularization.

event-extraction icon event-extraction

近年来事件抽取方法总结,包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型,DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

event_detector icon event_detector

Event Detection and Domain Adaptation with Convolutional Neural Networks

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

familia icon familia

A Toolkit for Industrial Topic Modeling

final_word_similarity icon final_word_similarity

综合了同义词词林扩展版与知网(Hownet)的词语相似度计算方法,词汇覆盖更多、结果更准确。

framework icon framework

It includes many frameworks about how to install and use them.

geoqa icon geoqa

Official Implement of ACL 2021 paper “GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning”.

gluon-ocr icon gluon-ocr

A OCR project for text detection and recognition using MXNet

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