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python_reference

Useful functions, tutorials, and other Python-related things

recomm_engine

The former personalized news recommendation engine for **** news app.

recommend

基于 spark 推荐系统, 基于内容标签 CBCF 实现，协同过滤 UBCF 实现，协同过滤 IBCF 实现

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recommenders

Best Practices on Recommendation Systems

review-helpfulness-prediction

Project of automatically detecting review helpfulness. Using

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

scrapy-demos

sklearn_pydata2015

Scikit-Learn Tutorial for PyData Seattle 2015

sklearn_tutorial

Materials for my scikit-learn tutorial

small-chinese-corpus

Some useful Chinese corpus datasets 中文语料小数据

smpcup2016

5th Place Solution for smp cup competition

sohu_competition

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

spark

Mirror of Apache Spark

spark-fm-parallelsgd

Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

spark-movie-lens

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

spark-recommender

Scalable recommendation system written in Scala using the Apache Spark framework

spark-sklearn

Scikit-learn integration package for Spark

sparklearning

Learning Apache spark,including code and data .Most part can run local.

synthtext_chinese_version

Modify from https://github.com/ankush-me/SynthText.git to generate chinese character

telstra-network-disruptions

Kaggle: Predict service faults on Australia's largest telecommunications network

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

tensorflow_snippets

textinfoexp

自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。

textrank

基于TextRank的关键词、短语、摘要提取程序，代码使用Scala编写。

tf-recomm

Tensorflow-based Recommendation systems