Pinned Repositories
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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
Mind-and-Hand's Repositories
Mind-and-Hand/-
Mind-and-Hand/BDCI2019-SENTIMENT-CLASSIFICATION
CCF BDCI 2019 互联网新闻情感分析 复赛top1解决方案
Mind-and-Hand/Bert-Chinese-Text-Classification-Pytorch
使用Bert，ERNIE，进行中文文本分类
Mind-and-Hand/Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Mind-and-Hand/CLUE
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Mind-and-Hand/datafountain_news
baseline分享-互联网新闻情感分析
Mind-and-Hand/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
Mind-and-Hand/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
Mind-and-Hand/ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
Mind-and-Hand/Hei_Dong
Toyhom的学习之路,Toyhom's way of learning
Mind-and-Hand/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。
Mind-and-Hand/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.
Mind-and-Hand/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Mind-and-Hand/Multi-stage-Distillaton-Framework
Source code for the paper "Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching"
Mind-and-Hand/NLP
Mind-and-Hand/NLP-Toturials
Mind-and-Hand/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.
Mind-and-Hand/PKD-for-BERT-Model-Compression
pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
Mind-and-Hand/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
Mind-and-Hand/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
Mind-and-Hand/RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
Mind-and-Hand/rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Mind-and-Hand/scikit-learn
scikit-learn: machine learning in Python
Mind-and-Hand/Senta
Baidu's open-source Sentiment Analysis System.
Mind-and-Hand/sentiment_cls
一个基于bert系模型的情感分类器（金融类新闻）
Mind-and-Hand/sklearn
Mind-and-Hand/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。
Mind-and-Hand/TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing
Mind-and-Hand/unif
仿 Scikit-Learn 设计的深度学习自然语言处理框架, 支持约 40 种模型类, 涵盖语言模型、文本分类、NER、MRC、机器翻译等各个领域
Mind-and-Hand/universal-distillation
🧪Create domain-adapted language models by distilling from many pre-trained LMs