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algoding's Projects
records
SQL for Humans™
risk-management-note
风险控制笔记，适用于互联网企业
rmarkdown-book
R Markdown: The Definitive Guide (under development)
rqalpha
RQalpha: 一个开源的Python算法交易引擎，支持回测、各项收益风险计算和日级别的免费数据下载
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
scikit-learn
scikit-learn: machine learning in Python
scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
scrapy-examples
Multifarious Scrapy examples.
shap
A unified approach to explain the output of any machine learning model.
sklearn-compiledtrees
Compiled Decision Trees for scikit-learn
spark
Mirror of Apache Spark
stats337
Readings in applied data science
statsmodels
Statsmodels: statistical modeling and econometrics in Python
surprise
A Python scikit for building and analyzing recommender systems
tensorflow
Computation using data flow graphs for scalable machine learning
tensorflow-deepfm
Tensorflow implementation of DeepFM for CTR prediction.
text_classification
all kinds of text classificaiton models and more with deep learning
time_seires_prediction_using_lstm
Time series prediction using LSTM classifier
tuning_game
The hyper-parameters tuning and black box optimization games
vowpal_wabbit
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 learning.
xam
:dart: Python data science and machine learning toolbox
xcessiv
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
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 Package
zqc-server-demo
Lite version of zaiqiuchang api server, which developed by go and deploy using docker. It also can be used as a starter kit for developing api server.
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