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Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive lea…
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
1st place solution for the AntaiCup-International-E-commerce-Artificial-Intelligence-Challenge
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
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。
https://github.com/ageron/handson-ml2
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, suc…
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way
An industrial deep learning framework for high-dimension sparse data
A Flexible and Powerful Parameter Server for large-scale machine learning
TensorFlow template application for deep learning
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
A Java Client for TenforFlow Serving gRPC API
在Keras下微调Bert的一些例子；some examples of bert in keras
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
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,…
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner