mind-and-hand Goto Github PK

-

bdci2019-sentiment-classification

CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

datafountain_news

baseline分享-互联网新闻情感分析

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

hei_dong

Toyhom的学习之路,Toyhom's way of learning

knowledgedistillation

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

multi-stage-distillaton-framework

Source code for the paper "Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching"

nlp

nlp-toturials

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

pkd-for-bert-model-compression

pytorch implementation for Patient Knowledge Distillation for BERT Model Compression

pre-training-language-model

配套视频链接：https://www.bilibili.com/video/BV1At4y1W75x?spm_id_from=333.999.0.0；博客链接：https://www.cnblogs.com/nickchen121/p/15105048.html

publicopinion

與情分析系统，包括爬虫、数据清洗、文本摘要、主题分类、情感倾向性识别以及分析结果数据可视化

python

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

sas

scikit-learn

scikit-learn: machine learning in Python

senta

Baidu's open-source Sentiment Analysis System.

sentiment_cls

一个基于bert系模型的情感分类器（金融类新闻）

sklearn

statistical

统计学学习

text-classification-surveys

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。