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shap

A game theoretic approach to explain the output of any machine learning model.

solutions

《神经网络与深度学习》课后习题答案-分享讨论

spam-filter

spam-filter system

spam-identification

垃圾短信识别

spark-knn

k-Nearest Neighbors algorithm on Spark

spark-knn-recommender

Item and User-based KNN recommendation algorithms using PySpark

sparkctr

CTR prediction model based on spark(LR, GBDT, DNN)

sparrowrecsys

A Deep Learning Recommender System

surprise

A Python scikit for building and analyzing recommender systems

tencent2019_finals_rank1st

2019腾讯广告算法大赛完整代码（冠军）

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

textclustering

tianchi-antaicup-international-e-commerce-artificial-intelligence-challenge

1st place solution for the AntaiCup-International-E-commerce-Artificial-Intelligence-Challenge

tianchi-bigdata

A code repository for my Tianchi big data competition.

time-nlp

中文语句中的时间语义识别。即通过分析中文语句，识别出话语中提到的时间。

timeseries_predict

客流量时间序列预测模型

tsfe

Time Series Feature Extraction for Federated Learning

vaex-examples

Examples of using vaex

wordsimilarity

基于哈工大同义词词林扩展版的单词相似度计算方法

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

ylearn

YLearn, a pun of "learn why", is a python package for causal inference

zen

A BERT-based Chinese Text Encoder Enhanced by N-gram Representations

zh-ner-tf

A simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)

zhihu

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, such as text generation, machine translation, deep convolution GAN and other actual combat code.