Pinned Repositories
ai-bookmark
awesome ai projects
ai-note
ai course note
AI_competitions
AI比赛相关
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
allennlp
An open-source NLP research library, built on PyTorch.
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
basics
📚 Learn ML with clean code, simplified math and illustrative visuals. As you learn, work on interesting projects and share them on https://madewithml.com for the community to discover and learn from!
Bert-Chinese-Text-Classification-Pytorch
使用Bert，ERNIE，进行中文文本分类
BERT-pytorch
BERT 源码阅读
CCKS2020-Entity-Linking
CCKS 2020: 面向中文短文本的实体链指任务
changernest's Repositories
changernest/CCKS2020-Entity-Linking
CCKS 2020: 面向中文短文本的实体链指任务
changernest/allennlp
An open-source NLP research library, built on PyTorch.
changernest/basics
📚 Learn ML with clean code, simplified math and illustrative visuals. As you learn, work on interesting projects and share them on https://madewithml.com for the community to discover and learn from!
changernest/BERT-pytorch
BERT 源码阅读
changernest/BERT-Relation-Extraction
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
changernest/ccks2019-ckbqa-4th-codes
中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案
changernest/CDial-GPT
A Large-scale Chinese Short-Text Conversation Dataset and Chinese pre-training dialog models
changernest/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。
changernest/Customer_Satisfaction_Analysis
基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。
changernest/Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
changernest/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。
changernest/Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意
changernest/hangzhou_kg
hangzhou_kg
changernest/Jiagu
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
changernest/KnowledgeGraphCourse
东南大学《知识图谱》研究生课程
changernest/learn-python3
Learn Python 3 Sample Code
changernest/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。
changernest/NeuralNLP-NeuralClassifier
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
changernest/NLP
changernest/nlp-journey
Documents, papers and codes related to NLP, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
changernest/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
changernest/nlp_baai
NLP models and codes for BAAI-JD joint project.
changernest/NLPCC2016KBQA
KBQA based on the NLPCC2016 dataset, including reimplementation of NLPCC2016 best team`s QA.
changernest/Python-100-Days
Python - 100天从新手到大师
changernest/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
changernest/text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
changernest/TextMatch
文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
changernest/transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning
changernest/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
changernest/transformers-tutorial
A simple text classification example using BERT and huggingface transformers