Andrew05200

30-seconds-of-python

A curated collection of useful Python snippets that you can understand in 30 seconds or less.

Bert-Chinese-Text-Classification-Pytorch

使用Bert，ERNIE，进行中文文本分类

deep_learning_object_detection

A paper list of object detection using deep learning.

DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

Flat-Lattice-Transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

Ganomaly-pytorch

关于杜伦大学的GANomaly的代码

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

PubLayNet-1

MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

Andrew05200/ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Andrew05200/PubLayNet-1

MaskRCNN on PubLayNet datasets. Paragraph detection, table detection, figure detection,...

Andrew05200/transformers-tutorials

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

Andrew05200/AFML

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

Andrew05200/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Andrew05200/BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Andrew05200/Bert-text-classification

This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation

Andrew05200/bert_classification

Andrew05200/bert_document_classification

architectures and pre-trained models for long document classification.

Andrew05200/BERT_text_classification_base

A version of long text classification task using BERT which is implemented by Pytorch

Andrew05200/Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Andrew05200/Chinese-Text-Classification-Pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

Andrew05200/CLUENER2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

Andrew05200/financial-machine-learning

A curated list of practical financial machine learning (FinML) tools and applications in Python (by @firmai)

Andrew05200/fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Andrew05200/hands-on-data-analysis

Andrew05200/hedwig

PyTorch deep learning models for document classification

Andrew05200/Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Andrew05200/machine-learning-algorithms-implemented-by-python

《统计学习方法》--李航 书中算法实现

Andrew05200/named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Andrew05200/nCoV-2019-sentence-similarity

天池-新冠疫情相似句对判定大赛 Rank8

Andrew05200/NEWS-TEXT-CLASSIFICATION

零基础入门NLP - 新闻文本分类 正式赛第一名方案

Andrew05200/PDFTableExtract

PDFTableExtract

Andrew05200/RoBERT_Recurrence_over_BERT

pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583

Andrew05200/Sogou-News-Text-Classification

Text classification with Machine Learning methods and Pre-Trained Embedding model on Sogou News Corpus

Andrew05200/TableDetection

This project aims at solving the problem of identifying and detecting tables from document images.

Andrew05200/text_classification-2

Andrew05200/text_classification-3

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,bert,bert-cnn,bert-rnn,bert-rcnn,han,xlnet等等做文本分类，以及对比

Andrew05200/text_similarity

Andrew05200/v2ray