laisun

Pinned Repositories

2014
Official content for the Fall 2014 Harvard CS109 Data Science course
Language:Jupyter Notebook00
2014_data
Data directory for the CS109 Data Science course
0 1 00
5th_place_solution_facebook_check_ins
My solution rank 5th/1212 in Facebook check ins prediction competition at Kaggle
Language:Python0 2 00
abcnn-keras
Keras implementation of ABCNN by Yin & Schütze (WIP)
Language:Python00
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
00
Agriculture_KnowledgeGraph
农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘
Language:Python00
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Language:Python00
algorithms-data-structures
Continually updated Python Notebooks containing coding problems and solutions (algorithms and data structures).
Language:Python0 1 00
mlstudy
mlstudy
Language:Python1 2 00

laisun's Repositories

laisun/Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Language:Python00
laisun/Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
laisun/awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
laisun/BERT-keras
Keras implementation of BERT with pre-trained weights
Language:Python
laisun/BERT_with_keras
A Keras version of Google's BERT model
Language:Python
laisun/Blogs
record of reading papers
laisun/Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Language:Python
laisun/feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
Language:Jupyter Notebook
laisun/funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料。
Language:Python2 0
laisun/G-Reader
2018年机器阅读理解技术竞赛总结，国内外1000多支队伍中BLEU-4评分排名第6， ROUGE-L评分排名第14。（未ensemble，未嵌入训练好的词向量，无dropout）
laisun/hello_tf_c_api
Neural Network TensorFlow C API.
Language:C++
laisun/Information-Extraction-Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
Language:Python
laisun/Kashgari
Simple and powerful NLP framework, build your own state-of-art model in 5 minutes.
Language:Python
laisun/keras-gat
Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)
laisun/nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
Language:HTML
laisun/pseudo_label_keras
Implementation of the pseudo-label algorithm with keras
Language:Python
laisun/Python
All Algorithms implemented in Python
Language:Python
laisun/PyTorch-NLP
Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)
Language:Python
laisun/PyTorch-Tutorial
Build your neural network easy and fast
Language:Jupyter Notebook
laisun/recsys
recommendation systems
laisun/sentence2vec-1
Sentence2vec as described in A SIMPLE BUT TOUGH TO BEAT BASELINE FOR SENTENCE EMBEDDINGS by Sanjeev Arora, Yingyu Liang, Tengyu Ma
Language:Python
laisun/sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
Language:Jupyter Notebook
laisun/SGM
Sequence Generation Model for Multi-label Classification (COLING 2018)
Language:Python
laisun/tensorflow-predictor-cpp
tensorflow prediction using c++ api
Language:Python
laisun/Text_Generation_using_GRU
This is my Text Generation by using LSTMs.
Language:Jupyter Notebook1 0
laisun/text_matching
文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等，数据集为LCQMC官方数据
Language:Python
laisun/tf_ner
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Language:Python
laisun/wenzheng
ai challenger 2018细粒度情感分类第一名解决方案,统一使用tensorflow和pytorch的一个框架
Language:Python
laisun/wide-and-deep-learning-keras
Wide and Deep Learning implemented with Keras
laisun/Your-Paper
first
Language:TeX