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Title: GitHub - Micseb/StackNet: StackNet is a computational, scalable and analytical Meta modelling framework

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Description: StackNet is a computational, scalable and analytical Meta modelling framework - Micseb/StackNet

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https://patch-diff.githubusercontent.com/Micseb/StackNet#contents
What is StackNethttps://patch-diff.githubusercontent.com/Micseb/StackNet#what-is-stacknet
How does it workhttps://patch-diff.githubusercontent.com/Micseb/StackNet#how-does-it-work
The Modeshttps://patch-diff.githubusercontent.com/Micseb/StackNet#the-modes
Some Notes about StackNethttps://patch-diff.githubusercontent.com/Micseb/StackNet#some-notes-about-stacknet
Algorithms containedhttps://patch-diff.githubusercontent.com/Micseb/StackNet#algorithms-contained
Algorithm's Tuning parametershttps://patch-diff.githubusercontent.com/Micseb/StackNet#algorithms-tuning-parameters
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Data Formathttps://patch-diff.githubusercontent.com/Micseb/StackNet#data-format
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Run StackNet from within Java codehttps://patch-diff.githubusercontent.com/Micseb/StackNet#run-stacknet-from-within-java-code
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Truly Nativehttp://blog.kaggle.com/2015/12/03/dato-winners-interview-1st-place-mad-professors/
kaggle's bloghttp://blog.kaggle.com/2017/06/15/stacking-made-easy-an-introduction-to-stacknet-by-competitions-grandmaster-marios-michailidis-kazanova/
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SklearnRandomForestRegressorhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#sklearnrandomforestregressor
SklearnSGDClassifierhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#sklearnsgdclassifier
SklearnSGDRegressorhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#sklearnsgdregressor
SklearnsvmClassifierhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#sklearnsvmclassifier
SklearnsvmRegressorhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#sklearnsvmregressor
https://patch-diff.githubusercontent.com/Micseb/StackNet#keras
KerasnnClassifierhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#kerasnnclassifier
KerasnnRegressorhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#kerasnnregressor
https://patch-diff.githubusercontent.com/Micseb/StackNet#generic-for-user-defined-scripts-new
PythonGenericClassifierhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#pythongenericclassifier
PythonGenericRegressorhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD#pythongenericregressor
https://patch-diff.githubusercontent.com/Micseb/StackNet#algorithms-tuning-parameters
parametershttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/parameters/PARAMETERS.MD
https://patch-diff.githubusercontent.com/Micseb/StackNet#run-stacknet
https://patch-diff.githubusercontent.com/Micseb/StackNet#installations
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-xgboost
machttps://www.ibm.com/developerworks/community/blogs/jfp/entry/Installing_XGBoost_on_Mac_OSX?lang=en
windows1https://stackoverflow.com/questions/33749735/how-to-install-xgboost-package-in-python-windows-platform
windows2https://www.ibm.com/developerworks/community/blogs/jfp/entry/Installing_XGBoost_For_Anaconda_on_Windows?lang=en
linuxhttps://gist.github.com/DanielBeckstein/932087ee116cc2f72bfc6e3e078e899d
xgboost's online parameter thread in githubhttps://github.com/dmlc/xgboost/blob/master/doc/parameter.md
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-lightgbm
lightGBMhttps://github.com/Microsoft/LightGBM
Install LightGBMhttps://github.com/Microsoft/LightGBM/wiki/Installation-Guide
LightGBM's online parameter thread in githubhttps://github.com/Microsoft/LightGBM/blob/master/docs/Parameters.md
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-h2o-algorithms
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-fast_rgf
fast_rgfhttps://github.com/baidu/fast_rgf
Install cmakehttps://cmake.org/download/
fast_rgf's online parameter thread in githubhttps://github.com/baidu/fast_rgf/tree/master/examples
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-sklearn-algorithms
Sklearnhttp://scikit-learn.org/stable/
Anacondahttps://www.continuum.io/downloads
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-python-generic-algorithms
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-original-libfm
libFMhttps://github.com/srendle/libfm
cygwinhttps://www.cygwin.com/
libfm manualhttp://www.libfm.org/libfm-1.42.manual.pdf
python wrapper for libFMhttps://github.com/jfloff/pywFM
licence of libfmhttps://github.com/srendle/libfm/blob/master/license.txt
Linkhttp://www.csie.ntu.edu.tw/~b97053/paper/Factorization%20Machines%20with%20libFM.pdf
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-vowpal-wabbit
vowpal wabbithttps://github.com/JohnLangford/vowpal_wabbit
the following linkhttps://github.com/JohnLangford/vowpal_wabbit#mac-os-x-specific-info
Download suggestionshttps://github.com/JohnLangford/vowpal_wabbit/wiki/Download
VW's online parameter thread in githubhttps://github.com/JohnLangford/vowpal_wabbit/wiki/Command-line-arguments
https://patch-diff.githubusercontent.com/Micseb/StackNet#install-libffm
libffmhttps://github.com/guestwalk/libffm
Install libffmhttps://github.com/guestwalk/libffm
https://patch-diff.githubusercontent.com/Micseb/StackNet#command-line-parameters
There is an examplehttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/manual_index/EXAMPLE.MD
https://patch-diff.githubusercontent.com/Micseb/StackNet#parameters-file
https://patch-diff.githubusercontent.com/Micseb/StackNet#data-format
https://patch-diff.githubusercontent.com/Micseb/StackNet#commandline-train-statement
https://patch-diff.githubusercontent.com/Micseb/StackNet#commandline-predict-statement
https://patch-diff.githubusercontent.com/Micseb/StackNet#examples
Kaggle-Quora-sparsehttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/Quora_kaggle_sparse/README.MD
Kaggle-TwoSigmahttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/twosigma_kaggle/EXAMPLE.MD
Kaggle-TwoSigma Random Forest using the Libraryhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/twosigma_kaggle_java_rf/EXAMPLE.MD
Kaggle-Amazon Classification challenge and use of data_prefixhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/example_amazon/EXAMPLE.MD
Kaggle-Zillow regerssion examplehttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/zillow_regression_sparse/README.MD
Example_with_indexhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/manual_index/EXAMPLE.MD
Example_H2OWorldhttps://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/example/H2OWorld_StackNet_Example/EXAMPLE.MD
https://patch-diff.githubusercontent.com/Micseb/StackNet#run-stacknet-from-within-java-code
https://patch-diff.githubusercontent.com/Micseb/StackNet#potential-next-steps
H2Ohttp://h2o-release.s3.amazonaws.com/h2o/master/3908/index.html
https://patch-diff.githubusercontent.com/Micseb/StackNet#reference
https://github.com/kaz-Anova/StackNethttps://github.com/kaz-Anova/StackNet
https://patch-diff.githubusercontent.com/Micseb/StackNet#news
infiniteconf 2017https://skillsmatter.com/conferences/7983-infiniteconf-2017-the-conference-on-big-data-data-science-and-engineering#program
facebook pagehttps://www.facebook.com/StackNet/
kaggle's bloghttp://blog.kaggle.com/2017/06/15/stacking-made-easy-an-introduction-to-stacknet-by-competitions-grandmaster-marios-michailidis-kazanova/
thread in kagglehttps://www.kaggle.com/general/34802
ODSC in Londonhttps://www.odsc.com/london/speakers
https://patch-diff.githubusercontent.com/Micseb/StackNet#special-thanks
Giles Paveyhttps://www.linkedin.com/in/giles-pavey-924426/
Prof. Philip Treleavenhttp://www0.cs.ucl.ac.uk/staff/P.Treleaven/
Readme https://patch-diff.githubusercontent.com/Micseb/StackNet#readme-ov-file
MIT LICENSE https://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/LICENSE
GPL-3.0 libfm_licence_GNU.txt https://patch-diff.githubusercontent.com/Micseb/StackNet/blob/master/libfm_licence_GNU.txt
Please reload this pagehttps://patch-diff.githubusercontent.com/Micseb/StackNet
Activityhttps://patch-diff.githubusercontent.com/Micseb/StackNet/activity
1 starhttps://patch-diff.githubusercontent.com/Micseb/StackNet/stargazers
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Releaseshttps://patch-diff.githubusercontent.com/Micseb/StackNet/releases
Packages 0https://patch-diff.githubusercontent.com/users/Micseb/packages?repo_name=StackNet
https://github.com
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Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
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