beijingtl
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）中国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。
Beijing, China
Pinned Repositories
amdm-fpgrowth-python
An implementation of FP-growth in Python 3.
awesome-compose
Awesome Docker Compose samples
book
<数据化运营>图书代码
chatDataAnalysis
Data-Analysis-and-Data-Operation-with-Python
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.
DataMiningAlgorithm
数据挖掘18大算法实现以及其他相关经典DM算法
DjangoBlog
🍺基于Django的博客系统
dokuwiki
The DokuWiki Open Source Wiki Engine
dpark
Python clone of Spark, a MapReduce alike framework in Python
beijingtl's Repositories
beijingtl/book
<数据化运营>图书代码
beijingtl/Data-Analysis-and-Data-Operation-with-Python
beijingtl/awesome-compose
Awesome Docker Compose samples
beijingtl/chatDataAnalysis
beijingtl/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.
beijingtl/DataMiningAlgorithm
数据挖掘18大算法实现以及其他相关经典DM算法
beijingtl/DeepFaceLive
Real-time face swap for PC streaming or video calls
beijingtl/DjangoBlog
🍺基于Django的博客系统
beijingtl/dokuwiki
The DokuWiki Open Source Wiki Engine
beijingtl/dpark
Python clone of Spark, a MapReduce alike framework in Python
beijingtl/gbdt
Gradient boosting decision trees.
beijingtl/Final2x
2^x Image Super-Resolution ☢️
beijingtl/imbalanced-learn
Python module to perform under sampling and over sampling with various techniques.
beijingtl/imllib-spark
beijingtl/models
Models and examples built with TensorFlow
beijingtl/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.
beijingtl/segment-docs
Segment Documentation. Powered by Jekyll.
beijingtl/seqlearn
Sequence learning toolkit for Python
beijingtl/sequenceanalysis.github.io
beijingtl/Spark-
Spark学习笔记
beijingtl/StrokeWidthTransform
A playground implementing Epshtein, Ofek, and Wexler's Stroke Width Transform
beijingtl/TaglessCRM
beijingtl/tensorflow-101
learn code with tensorflow
beijingtl/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.
beijingtl/TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
beijingtl/tesseract
Tesseract Open Source OCR Engine (main repository)
beijingtl/TextRank4ZH
:deciduous_tree:从中文文本中自动提取关键词和摘要
beijingtl/TF-recomm
Tensorflow-based Recommendation systems
beijingtl/tflearn
Deep learning library featuring a higher-level API for TensorFlow.
beijingtl/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.