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宋天龙(Tony Song) photo

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followers: 13.0 following: 7.0 repos: 32.0 gists: 0.0

Name: 宋天龙(Tony Song)

Type: User

Bio: 宋天龙(TonySong) 数据领域资深技术专家,触脉咨询合伙人,前Webtrekk(现隶属于MAPP)**区技术和咨询负责人。研究领域: 数据化运营 * A1、数据分析、数据挖掘、机器学习、个性化推荐、精准营销、互联网和网站分析。著有: 《AIGC辅助数据分析与挖掘:基于ChatGPT的方法与实践》等。

Location: Beijing, China

Blog: http://www.dataivy.cn/

宋天龙(Tony Song)'s Projects

book icon book

<数据化运营>图书代码

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dpark icon dpark

Python clone of Spark, a MapReduce alike framework in Python

gbdt icon gbdt

Gradient boosting decision trees.

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

models icon models

Models and examples built with TensorFlow

prefixspan-py icon prefixspan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

pymining icon pymining

A few data mining algorithms in pure python

tensorflow-recommendation-wals icon tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. The model is based on matrix-factorization using the WALS algorithm, in TensorFlow, trained on Cloud ML Engine. Recommendations are served using App Engine Flex with Cloud Endpoints. Orchestration is performed using Airflow, running on Cloud Composer or GKE.

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

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