金媛's starred repositories
kaggle-web-traffic
1st place solution
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
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
tensorflow
An Open Source Machine Learning Framework for Everyone
deeplearning
深度学习相关的模型训练、评估和预测相关代码
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
clickmodels
ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from past observations. This project is aimed to deal with click models used in Information Retrieval (see next README.md) and intended to be easy-to-read and easy-to-modify. If it's not, please let me know how to improve it :)
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
sequence_tagging
Named Entity Recognition (LSTM + CRF) - Tensorflow
emnlp2017-bilstm-cnn-crf
BiLSTM-CNN-CRF architecture for sequence tagging
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
movie_recommender
MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
bookRecommend
图书推荐系统，基于商品的协同过滤算法实现
shisi.eth-in-web3
十四君公众号文章的相关代码资源开源
awesome-python-cn
Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。
shopping-management-system
该项目为多个小项目的集合（持续更新中...）。内容类似淘宝、京东等网购管理系统以及图书管理、超市管理等系统。目的在于便于Java初级爱好者在学习完某一部分Java知识后有一个合适的项目锻炼、运用所学知识，完善知识体系。适用人群：Java基础到入门的爱好者。